Semiconductors

Underweight In yesterday's Daily Insight, we highlighted our neutral barbell portfolio in tech, staying overweight secular growth defensive tech sub-sectors (namely S&P software and S&P tech hardware, storage & peripherals, both of which are high-conviction overweights) and underweight the hyper-cyclical chip and chip equipment stocks. With respect to the latter, we think the macro environment has deteriorated. Three factors underpin our negative view on semi equipment's growth prospects and there is no light at the end of the tunnel yet. Bitcoin's (and other cryptocurrencies) collapse is dealing a blow, at the margin, to demand for semi equipment (second panel). Taiwan's financials statement-reported data on IT capex and national data on overall Taiwanese capital outlays corroborates this downbeat demand backdrop (third panel). Finally, the drubbing in EM currencies is sapping purchasing power from the consumer and also warns that things will get worse for U.S. semi equipment stocks before they get better (bottom panel). Bottom Line: Continue to avoid the S&P semis and S&P semi equipment indexes; see Monday's Weekly Report for more details. The ticker symbols for the stocks in these indexes are: BLBG: S5SECO - INTC, NVDA, QCOM, TXN, AVGO, MU, ADI, AMD, MCHP, XLNX, SWKS, QRVO, and BLBG: S5SEEQ - AMAT, LRCX, KLAC, respectively. Avoid Chip Stocks At All Costs Avoid Chip Stocks At All Costs

Highlights Portfolio Strategy Stick with a neutral weighting in the tech sector as rising interest rates, higher inflation and a firming greenback offset improving industry operating metrics on the back of the virtuous capex upcycle. Chip and chip equipment stocks will remain under pressure as global semi sales are under attack and leading indicators of semi demand suggest that more pain lies ahead at a time when chip selling prices are steeply decelerating. Recent Changes There are no changes to our portfolio this week. Table 1 Party Like It's 2004! Party Like It's 2004! Feature Equities regained their footing last week and remain perched near all-time highs. Investors are largely ignoring the trade-related uncertainty and are instead focusing on the upbeat economic backdrop. Both soft and hard data continue to send an unambiguously healthy signal for the U.S. economy, a potent tonic for corporate profitability. Chart 1EPS Will Do All The Heavy Lifting EPS Will Do All The Heavy Lifting EPS Will Do All The Heavy Lifting While a lot of parallels have been drawn between today and the late-1990s, our sense is that the current financial market and economic outlooks resemble more the mid-2000s. Chart 1 shows that, between 2004 and the stock market peak in late-October 2007, forward profit growth estimates peaked at over 20%/annum and the forward multiple drifted steadily lower. Nevertheless, stocks remained well bid and rose alongside forward EPS (top and third panels, Chart 1). In other words, despite decelerating forward profit growth estimates and a contracting forward multiple, expanding forward EPS did the heavy lifting, explaining all of the advance in the SPX. The similarities to today are eerie: while profit growth peaked in Q1/2018, 10% EPS growth is elevated for the tenth year of an expansion, and the forward multiple is coming in (Chart 1). On the policy front, the Bush tax cuts hit in the mid-2000s with the elimination of the double taxation of dividends and a drop in personal income tax rates, along with a one-time cash repatriation of corporate profits stashed abroad. With regard to the economic backdrop, capex was roaring and nominal GDP was firing on all cylinders as a housing bubble was getting inflated. The GDP deflator also hit a high mark. The ISM manufacturing survey eclipsed 61 in 2004 and non-farm payrolls were expanding smartly (Chart 2). But despite all that apparent overheating especially in the housing market, the real fed funds rate was near zero in 2004 (top panel, Chart 3). Finally, a number of financial market metrics were also similar to today. Oil prices were on their way to triple digits, high yield spreads were below 400bps and the VIX probed, at the time, all-time lows (Chart 3). However, one key difference between the mid-2000s and today is the strengthening U.S. dollar. The firming greenback remains a key risk to our positive equity market view (bottom panel, Chart 3), as it will eventually infiltrate EPS. Netting it all out, if history at least rhymes, an earnings-led advance in the SPX is the most likely outcome. Our sanguine cyclical (9-12 month) equity market view remains predicated on a 10%/annum increase in EPS and a sideways-to-lower move in the forward multiple. Meanwhile, wage inflation is slowly starting to rear its ugly head. In fact, we are surprised by the fits and starts in average hourly earnings growth. At this stage of the cycle, wage growth should start galloping higher as executives aggressively bid up the price of labor in order to fill job openings and bring expansion plans to fruition. A simple wage growth indicator comprising resource utilization and the unemployment gap suggests that wage inflation will really kick into higher gear in the coming 12 months (shown as a Z-score, Chart 4). Chart 2Eerie... Eerie… Eerie… Chart 3...Parallels With 2004 ...Parallels With 2004 ...Parallels With 2004 Chart 4Mind The Return Of Inflation Mind The Return Of Inflation Mind The Return Of Inflation Two weeks ago we highlighted that the S&P 500's profit margins are benefiting from lower corporate taxes and muted wage growth, a goldilocks backdrop. Despite evidence of a pending inflationary impulse, as long as businesses are successful in passing rising input costs down the supply chain and onto the consumer, then margins and EPS will continue to expand. Nevertheless, deconstructing the SPX's all-time high profit margins is in order. Chart 5 & Chart 6 show the 11 GICS1 sector profit margin time series using Standard & Poor's data, and Chart 7 is a snapshot of Q2/2018 profit margins for the 11 sectors and the broad market. Chart 5Sectorial Profit ... Sectorial Profit … Sectorial Profit … Chart 6...Margin Breakdown ...Margin Breakdown ...Margin Breakdown Chart 7Tech Is A Clear Outlier Party Like It's 2004! Party Like It's 2004! Five sectors (tech, industrials, materials, consumer discretionary and utilities) are enjoying record-high profit margins, and four (financials, consumer staples, telecom services and real estate) are on the verge of joining that club. This leaves two sectors with declining margin profiles: health care and energy. While most sectors are +/- five percentage points away from the S&P 500, the tech sector sports profit margins at twice the level of the SPX or eleven percentage points higher and is the clear outlier (Chart 7). The implication is that the broad market's EPS fortunes are closely tied to the high-flying tech sector that commands a 26% market cap weight. Thus, this week we are compelled to highlight the deep cyclical tech sector, and two of its hyper-sensitive and foreign exposed subcomponents. Tech On Steroids In late-August we published a chart on tech margins (which we are reprinting today) showing the upward force they have exerted on the broad equity market for the better part of the past decade (top panel, Chart 8). Naturally, stratospheric profits must underpin these parabolic margins. The middle panel of Chart 8 highlights that since 2006 tech EPS have almost quadrupled, pulling SPX profits higher. As a reminder, the S&P tech sector commands a 24% profit weight in the S&P 500, the highest since the history of this data series and almost double the weight during the previous cycle's peak (bottom panel, Chart 8). The implication is that in order for the broad market to suffer a severe blow, tech has to take a hit, and vice versa. Chart 8Secular Tech EPS Growth Has Boosted Margins Secular Tech EPS Growth Has Boosted Margins Secular Tech EPS Growth Has Boosted Margins Chart 9EPS Growth Model Flashing Green EPS Growth Model Flashing Green EPS Growth Model Flashing Green On the EPS front, our profit growth model has recently ticked higher from an already extended level, signaling that the profit outlook remains bright (Chart 9). The virtuous capex upcycle - BCA's key theme for the year - remains the key driver behind our EPS model. Chart 10 shows that the tech sector continues to make inroads in the overall capex pie, according to financial statement-reported data, and has now doubled its share since the GFC trough to roughly 12%. National accounts corroborate this data and underscore that pent up demand is getting unleashed, following a near 15-year hibernation period (bottom panel, Chart 10). The news on the operating front is equally encouraging. The San Francisco Fed's tech pulse index - an index of coincident indicators of technology sector activity1 - is reaccelerating. Tech new orders-to-inventories are also picking up steam and suggest that sell side analysts have set the relative EPS bar too low (Chart 11). Finally, the latest PCE report revealed that consumer outlays on tech goods are also gaining momentum, even relative to overall consumer spending. While this upbeat backdrop would point to an above benchmark tech allocation, three risks keep us at bay. First, the tech sector garners 60% of its revenues from abroad and thus the appreciating U.S. dollar is a significant profit headwind, especially for 2019 when the delayed negative FX translation effects will most likely emerge (third panel, Chart 12). Chart 10Capex On The Upswing... Capex On The Upswing… Capex On The Upswing… Chart 11...Underpinning Tech Operating Metrics... ...Underpinning Tech Operating Metrics… ...Underpinning Tech Operating Metrics… Chart 12...But Three Risks Keep Us At Bay ...But Three Risks Keep Us At Bay ...But Three Risks Keep Us At Bay Second, a rising U.S. inflation backdrop along with the related looming selloff in the bond market should knock the wind out of the tech sector's sails. Tech business models are built to withstand deflation and thrive in a disinflationary environment. Thus, when inflation re-emerges, tech stocks suffer (CPI and 10-year UST yield shown inverted, top two panels, Chart 12). Third, leading indicators of emerging Asian demand are souring rapidly and were the trade war to re-escalate, EM in general and tech-laden Korean and Taiwanese economic data in particular would retrench further (bottom panel, Chart 12). Bottom Line: We prefer to remain on the sidelines in the S&P information technology sector and sustain a barbell portfolio within the sector. As a reminder we continue to express our bullishness via two high-conviction overweight defensive tech sub-sectors, S&P software and S&P tech hardware, storage & peripherals (THSP), and our bearishness via avoiding their early cyclical peers, S&P semis and S&P semi equipment. Avoid Chip Stocks At All Costs While we are neutral the broad tech sector and prefer secular growth defensive tech sub-sectors, we continue to recommend shying away from chip and chip equipment stocks. Chart 13 shows the extreme sensitivity to changes in final demand of chip related stocks versus their defensive tech peers. In more detail, software and THSP indexes are in a secular advance with regard to EPS outperformance, whereas semis and semi equipment profits are hyper-cyclical with mean-reverting relative profit profiles. Granted, the commoditization of semiconductors explains this close correlation with the business cycle. But, as we highlighted last November when we put the semi equipment index on the high-conviction underweight list, extrapolating EPS growth euphoria far into the future was fraught with danger.2 In fact, late-November 2017 marked the peak in semi equipment performance versus the overall IT sector, confirming the early cyclical nature of chip stocks (Chart 14). Chart 13Bifurcated EPS Bifurcated EPS Bifurcated EPS Chart 14Good Times... Good Times… Good Times… Three factors have weighed heavily on this industry's growth prospects and there is no light at the end of the tunnel yet. Bitcoin's (and other cryptocurrencies) collapse is dealing a blow, at the margin, to demand for semi equipment (top panel, Chart 15). Taiwan's financials statement-reported data on IT capex and national data on overall Taiwanese capital outlays corroborates this downbeat demand backdrop (Chart 16). Finally, the drubbing in EM currencies is sapping purchasing power from the consumer and also warns that things will get worse for U.S. semi equipment stocks before they get better (bottom panel, Chart 15). Chart 15...Do Not Last Forever ...Do Not Last Forever ...Do Not Last Forever Chart 16Semi-Heavy Taiwan Emits A Grim Signal Semi-Heavy Taiwan Emits A Grim Signal Semi-Heavy Taiwan Emits A Grim Signal The outlook for their brethren, semi producers, is equally downtrodden. Global semi sales have crested and leading indicators of future semi revenue growth are sending a warning signal. Chinese imports of electronics have come to an abrupt halt, and the U.S. dollar's appreciation is also waving a red flag (second & bottom panels, Chart 17). BCA's calculated global leading economic indicator excluding the U.S. and BCA's calculated global ZEW Indicator of Economic Sentiment excluding the U.S. both herald a steep deceleration in global semi sales (Chart 17). On the pricing power front, using Asian DRAM prices as an industry pricing power gauge, DRAM momentum is on a trajectory to contract some time in Q1/2019. The implication is that semi earnings will surprise to the downside. Still expanding global chip inventories are not providing an offset and also confirm that semi EPS optimism is unwarranted (middle & bottom panels, Chart 18). Finally, another source of demand for chip stocks has reversed, as industry M&A activity has plummeted toward decade lows. Not only is this negative for pricing power, but inflated premia are also now working in reverse especially given this year's QCOM/NXPI and AVGO/QCOM flops (top panel, Chart 18). Our Chip Stock Timing Model (CSTM) does an excellent job encapsulating all these moving parts and is currently in the sell zone (bottom panel, Chart 19). Chart 17Global Semi Sales Trouble... Global Semi Sales Trouble… Global Semi Sales Trouble… Chart 18...Abound ...Abound ...Abound Chart 19Chip Stock Timing Model Says Sell Chip Stock Timing Model Says Sell Chip Stock Timing Model Says Sell Bottom Line: Continue to avoid the S&P semis and S&P semi equipment indexes. The ticker symbols for the stocks in these indexes are: BLBG: S5SECO - INTC, NVDA, QCOM, TXN, AVGO, MU, ADI, AMD, MCHP, XLNX, SWKS, QRVO, and BLBG: S5SEEQ - AMAT, LRCX, KLAC, respectively. Anastasios Avgeriou, Vice President U.S. Equity Strategy anastasios@bcaresearch.com 1 https://www.frbsf.org/economic-research/indicators-data/tech-pulse/ 2 Please see BCA U.S. Equity Strategy Weekly Report, "2018 High-Conviction Calls," dated November 27, 2017, available at uses.bcaresearch.com. Current Recommendations Current Trades Size And Style Views Favor value over growth Favor large over small caps

As the SPX and a slew of other indices have vaulted to fresh all-time highs, a deeper dive into profit margins is in order. While the S&P 500's profit margins are benefiting from the one-time fillip of lower corporate taxes in calendar 2018, it is important to remember that this is not affected by any massaging from CEOs/CFOs of the share count. In other words, given that "per share" cancel out of EPS/SPS, this margin number represents organic profit and revenue growth. The chart shows that SPX margins have recently slingshot to all-time highs. However, excluding tech they remain below the previous cycle's peak hit in mid-2007. While we are not fans of excluding sectors from our analysis, the magnitude and persistence of the tech sector's profit margin expansion is surprising. Tech sector profit margins are twice the SPX's margins, and tech stocks have been pulling SPX margins higher consistently for the past 8 years. The implication is that SPX EPS growth of 10% is likely in 2019, but the tech sector has to continue doing all the heavy lifting given the high profit and market cap weight in the SPX. Bottom Line: We remain neutral the broad tech sector and prefer the S&P software and S&P tech hardware, storage & peripherals indexes (both are high-conviction overweights) to the early cyclical tech indexes, S&P semis and S&P semi equipment subgroups (both are underweight). For additional details, please look forward to reading in this coming Tuesday's Weekly Report. Off To The Races Off To The Races

Underweight This week we have been highlighting winners & losers in a global trade war. With the vast majority of revenues coming from overseas and a high estimated import tariff exposure (please refer to Chart II-5 of the Special Report we published on Monday) semiconductor companies are a stand-out sector to avoid. The drubbing that EM currencies have taken this weak on fear of contagion from Turkey highlights this risk. Global semi sales have historically tracked EM currencies and a leg down for semiconductor sales seems to be the path of least resistance (second panel). The timing is unfortunate; global semiconductor inventories have been growing strongly for the past year and a decline in sales may force a costly inventory clear out. Tack on headline risk from security flaws in index heavyweight Intel's chips and the decision to avoid this early cyclical tech sub-index looks easy; stay underweight. The ticker symbols for the stocks in this index are: BLBG: S5SECO - INTC, QCOM, TXN, AVGO, NVDA, ADI, MU, SWKS, MCHP, XLNX, QRVO. Semis Are Not A Place To Hide In A Trade War Semis Are Not A Place To Hide In A Trade War

Highlights The regulatory or "stroke of pen" risk is rising on FAANG stocks - Facebook, Apple, Amazon, Netflix, and Google; The U.S. anti-trust regulatory framework was designed to curb anti-competitive actions but has evolved to focus mostly on consumer welfare and prices; A shift toward the original regulatory regime would threaten the FAANGs, particularly Google and Amazon; A trade war hit to tech earnings could be the catalyst for a more general selloff today - but this is not our base case; For now, the market will view regulatory risk as noise and tech stocks will likely enter a blow-off phase; We remain neutral, preferring S&P software and hardware while underweighting semiconductors. Feature "I don't know what Twitter is up to." Rep. Devin Nunes (R-California), Chairman of the House Intelligence Committee, July 29, 2018 "I have stated my concerns with Amazon long before the Election. Unlike others, they pay little or no taxes to state & local governments, use our Postal System as their Delivery Boy (causing tremendous loss to the U.S.), and are putting many thousands of retailers out of business." President Donald J. Trump, March 29, 2018 "If we will not endure a king as a political power, we should not endure a king over the production, transportation, and sale of any of the necessities of life. If we would not submit to an emperor, we should not submit to an autocrat of trade, with power to prevent competition and to fix the price of any commodity." Senator John Sherman, 1890 Social media companies have had a terrible week, with Twitter falling 21% on July 27th and Facebook 19% on July 26th. Facebook posted weaker than expected earnings, but investors appeared to be particularly concerned with a miss in monthly active users. The shortfall in active users may have been affected by the new EU privacy rules, which came into force in May. Twitter's fall from grace came even though its revenues were up 24% on the year, with a record profit of $100 million. However, its effort to delete "bots" and suspicious user accounts brought its user total down to 335 million, from 336 million, prompting fears that the platform was slowing down. Twitter's and Facebook's enormous price volatility, despite decent earnings figures, reveals that investors are jittery about the performance of technology stocks, epitomized by the so-called FAANGs - Facebook, Apple, Amazon, Netflix, and Google. They are right to be, given that there are three broad risks to these companies: The next big thing: Before Facebook, there was MySpace. It is not inconceivable that new platforms - for instance, ones that emphasize privacy or that redistribute a portion of advertising revenue with users - could replace current market leaders. Revenue model: Although they are perceived to be cutting-edge technology companies, social media firms generate vast amount of their revenue through advertising. Facebook and Google have captured 25% of global media advertising revenues.1 At some point, Internet companies will reach a ceiling on this revenue as the attrition rate of local newspapers slows, as foreign markets introduce local alternatives (RenRen or Weibo in China, VKontakte in Russia), and as non-tariff barriers to trade begin impacting their international expansion (China's Internet Security Law). Regulation: Finally, regulatory pressure could grow for a number of reasons. First, European concerns regarding user privacy could migrate to the U.S. where a majority of voters already believe that tech companies need greater oversight (Chart 1). In fact, Americans now see tech companies as having as pernicious an influence as energy companies (Chart 2). Second, the U.S. approach to anti-trust problems could evolve away from the current paradigm that focuses on delivering lower prices to consumers. Third, President Trump and his conservative allies could target social media companies with perceived liberal bias for purely political reasons. Chart 1Majority Of Americans Want Tech Regulated Is The Stock Rally Long In The FAANG? Is The Stock Rally Long In The FAANG? Chart 2Tech And Energy Companies Now In Same Boat Is The Stock Rally Long In The FAANG? Is The Stock Rally Long In The FAANG? We have no particular insight into the competitive landscape of social media, web browsing, and Internet retail industries, so we will leave the first two threats to the experts in the field. Instead, we will focus in this report on the third threat, the "stroke of pen" regulatory risk. From Standard Oil To The Chicago School - America's Anti-Trust Framework Today's anti-trust regulatory framework has significantly deviated from the original intent behind the 1890 Sherman Act. As Lina M. Khan argues in "Amazon's Antitrust Paradox," "Congress enacted antitrust laws to rein in the power of industrial trusts, the large business organizations that had emerged in the late nineteenth century. Responding to a fear of concentrated power, antitrust sought to distribute it."2 Railroad construction in the late nineteenth century, largely financed by the municipal debt of farm-belt states, evolved from a shrewd capex investment in a new technology to a mania. To boost sagging profits, railroad barons fixed their prices to reduce competition. State anti-trust laws that emerged out of this era, the so-called "Granger laws," sought to curb monopolistic behavior by giving states control over railroad operations. These state laws ultimately coalesced into federal legislation, the 1890 Sherman Act. No trust had a larger impact on the U.S. legal and regulatory infrastructure than the case of Standard Oil in the early twentieth century.3 Although the company faced criticism in the immediate aftermath of the 1880s recession - particularly from the famous muckraking journalist Henry Demarest Lloyd - the dam broke for Standard Oil when the oil-price bubble popped in Kansas in 1904. A Standard Oil subsidiary - the Prairie Oil and Gas Company - decided to purchase oil by a specific gravity test, forcing some of the Kansas oil from the market. At the time, the oil boom in Kansas had turned many into stockholders in some prospecting company. When oil prices fell, so did the fortunes of these locals. The shock of the price collapse radicalized Kansas politics at the turn of the twentieth century. An idea for a state-owned oil refinery picked up steam in the state despite being labeled socialist. Ultimately, Kansas' delegation in the U.S. House of Representatives requested that the Secretary of Commerce investigate the causes of the low price of crude oil in the state. After several disastrous performances of Standard Oil executives on witness stands and in testimony, the federal government filed a petition against the company in November 1906. A large fine followed in August 1907. The 1890 Sherman Act and subsequent anti-trust policies were grounded in the theory of economic structuralism. "This view holds that a market dominated by a very small number of large companies is likely to be less competitive than a market populated with many small- and medium-sized companies." Through the 1960s, courts blocked mergers - both horizontal and vertical - and policed markets not only for size, or effect on consumer welfare, but also for conflicts of interest.4 In the 1970s and 1980s, however, the Chicago School approach gained prominence. The Chicago School rested on "faith in the efficiency of markets, propelled by profit-maximizing actors."5 While economic structuralists believed that the structure of an industry leads to market outcomes, Chicago School saw structure as the outcome of market dynamics, which themselves are sacrosanct. Chicago School adherents focused primarily on price dynamics and consumer welfare, ignoring how economic structures could create barriers to entry and thus uncompetitive markets. The most influential economist behind the Chicago School was Robert Bork, who asserted in his highly influential The Antitrust Paradox that the "only legitimate goal of antitrust is the maximization of consumer welfare."6 That said, his definition of consumer welfare was incredibly broad and revealed a clear corporate, if not a pro-monopoly, bias.7 The influential Chicago School ultimately impacted the Supreme Court, which declared in 1979 that "Congress designed the Sherman Act as a 'consumer welfare prescription.'"8 The Reagan Administration subsequently rewrote the 1968 merger guidelines to shift the focus purely to consumer welfare in the form of preventing monopolistic price increases and output restrictions. The government also stopped bringing anti-trust cases under the 1936 Robinson-Patman Act, which prohibits price discrimination by retailers among producers and vice versa. Bottom Line: The U.S. anti-trust regulatory framework was designed to curb broad anti-competitive actions of trusts. As Lina Khan discusses in her seminal article, these actions "include not only cost but also product quality, variety, and innovation."9 However, through subsequent regulatory evolution, the Chicago School has taken hold of the U.S. anti-trust process, solely focusing on consumer welfare and prices. We can draw two immediate conclusions from this historical overview of U.S. anti-trust policy. First, the laws on the books have not changed since World War Two. Despite the laws remaining the same, the theory of how to apply them in courts of law has dramatically changed, as economic structuralism gave way to the Chicago School's focus on prices and consumer welfare. If President Reagan and the courts could change how these laws are administered in the 1980s, then so can subsequent administrations and courts in the future. Second, a long period of slow growth, income inequality, and economic volatility - such as the 1870s-80s - can produce a political impetus for anti-trust policy. This was certainly the case for Standard Oil in 1911, which became a nation-wide boogeyman despite most of its transgressions occurring in the farm belt states. While the U.S. has not experienced a recession in almost a decade, it will eventually - and besides, income inequality is a prominent theme once again and a potential source of consumer discontent.10 A narrative could emerge - particularly if politically expedient - that growth has been unequally distributed between the old economy and the twenty-first century technology leaders. Will FAANGs Be De-FAANGed? At BCA Research, we are neither regulatory nor policy experts. As such, we do not have insight into current regulatory activity involving social media companies, Google, or Amazon. The preceding section merely illustrates that the federal government's approach to the anti-trust process could change. Indeed, the Obama administration signaled that its approach could become more active. One quantitative approach that investors can use to assess the risk of anti-trust legislation is the Herfindahl-Hirschman Index (HHI). It is the most commonly accepted measure of market concentration, used by the Department of Justice in assessing whether a particular market is controlled by a single firm.11 Chart 3 shows our reconstruction of the HHI for the present-day era, with three examples from the past. Chart 3Market Concentration By Industry And Eras Is The Stock Rally Long In The FAANG? Is The Stock Rally Long In The FAANG? The 1911 refined petroleum sector harkens back to the aforementioned Standard Oil case; The 2001 Internet browser market refers to the United States v. Microsoft Corp that led to the June 2000 decision (later reversed on appeal) to break-up the software giant; The 1983 telecommunication sector illustrates the HHI for the telecom market at the time of the AT&T divestiture. The data is clear: of the five FAANG companies, only Google reaches a concerning level on the HHI measure. This has already made it a target of European authorities. On the other hand, competition within both streaming (Netflix, Amazon) and social networks (Facebook) appears relatively healthy. However, social networks could be at risk of European-style privacy protections. The EU General Data Protection Regulation (GDPR), which came into force on May 2018, imposes considerable compliance burdens on any company handling user data. California has already signed its own version of the law - the Consumer Privacy Act - which will go into effect in January 2020. These laws give consumers the right to know what information companies are collecting about them and what companies that data is being shared with. They also allow consumers to ask technology companies to delete their data or not to sell it. While tech companies are likely to fight the new California law, we believe the writing is on the wall. The EU is by some measures the largest consumer market on the planet. California is certainly the largest U.S. market. It is unlikely that the momentum behind consumer protection will change, especially with the EU and California taking the lead. Given that advertising revenue is crucial to the business model of social media companies and Google, a significant uptick in privacy regulation could hurt their bottom line. On the other hand, as we discuss below, the new regulatory rules create massive barriers to entry for small firms looking to replace the tech giants. Furthermore, many of the targeted social media companies have run afoul of President Trump in particular and the broader conservative movement in general. As such, privacy advocates - who tend to lean left - and conservatives, who feel that their commentators are being silenced by Silicon Valley, could form a classic "bootleggers and abolitionists" coalition against the FAANGs (Chart 4). Finally, there is the question of Amazon. We do not construct an HHI for Amazon's place in the retail market because E-commerce only accounts for about 9.5% of total U.S. retail sales (Chart 5). Amazon has been leading the charge, but it still accounts for just under half of that 9.5% total figure (Chart 6). Chart 4Conservatives Distrust Tech Companies Is The Stock Rally Long In The FAANG? Is The Stock Rally Long In The FAANG? Chart 5E-Commerce: Steady Increase In Market Share E-Commerce: Steady Increase In Market Share E-Commerce: Steady Increase In Market Share Chart 6Amazon Dominates Is The Stock Rally Long In The FAANG? Is The Stock Rally Long In The FAANG? Amazon's strength is that, in the current anti-trust framework, it conforms fully to the "consumer welfare" priorities elucidated by the Chicago School. Amazon, by and large, lowers prices for consumers. However, several of its practices could be seen as predatory in the more expansive, economic structuralist, approach.12 In addition, President Trump has reserved most of his Twitter scorn on the firm, particularly because CEO Jeff Bezos owns the liberal-leaning Washington Post. Bottom Line: Investors are correct to fret that the "stroke of pen" risk is rising when it comes to FAANG companies. Google scores considerably higher than either Standard Oil or Microsoft on the Department of Justice HHI. Social media companies are already under the microscope by conservative legislators and voters, who perceive them to be biased. Liberals, on the other hand, support toughened-up privacy rules that could undermine the business model of social media companies. Amazon's market dominance is overstated. However, several of its business practices could come under greater scrutiny if any administration should revert back to the original reading of the 1890 Sherman Law. Technology Stocks Have Brought The S&P 500 Up; Could They Bring It Down? It is now a well-worn understanding that the reason why the S&P 500 has performed well is largely due to the performance of a few (enormous) technology stocks (see Chart 7 and Table 1) who have seen both earnings and valuation multiples expand amid one of the longest economic growth phases in history. The preceding section certainly suggests that frothy valuations and the rising regulatory impetus imply that future upside potential is swamped by downside risk. Chart 7FAANG Stocks + Microsoft Have##br## Dramatically Outperformed... FAANG Stocks + Microsoft Have Dramatically Outperformed... FAANG Stocks + Microsoft Have Dramatically Outperformed... Table 1...Generating 50% Of The##br## 2018 S&P 500 Return! Is The Stock Rally Long In The FAANG? Is The Stock Rally Long In The FAANG? If this negative scenario is what actually plays out in the market, the implications could be more severe than in the past. Indexed fund inflows have replaced actively managed fund outflows, as our colleagues in BCA's Global ETF Strategy recently pointed out (Chart 8).13 Considering the rise of these few technology stocks and their increasing weight in the S&P 500 and, necessarily, in the majority of ETFs, more people than ever before are invested in technology stocks, whether they know it or not. Accordingly, the performance of these stocks has become material to the household balance sheet, which is a driver of consumption and, hence, the economy. Thus, it may not be hyperbole to say the economy depends to some extent on Amazon maintaining a high valuation multiple. Chart 8ETF Inflows Offset Actively Managed Outflows ETF Inflows Offset Actively Managed Outflows ETF Inflows Offset Actively Managed Outflows Adding some weight to this thesis is the mounting concern over a global trade war. The technology sector in general is by far the most international (as defined by foreign-sourced revenues) of GICS 1 sectors. More specifically, the top three semiconductor & semiconductor equipment companies (INTC, NVDA & TXN), which collectively represent more than 50% of the weight of that index, generate on average only 17% of their revenues in the U.S. Moreover, the more dangerous and lasting trade risk emanates from the U.S.-China showdown, which centers on the technology sector. Should the worst trade outcomes occur, it is not unreasonable to see impaired technology earnings being the catalyst for a more general sell-off. We recommend underweight positions in both the S&P semiconductors and S&P semiconductor equipment indexes. We Think Not Despite the foregoing, we think a more likely scenario is actually a blow-off phase where technology stocks accelerate rather than decline in an increasingly restrictive regulatory environment. In a recent report analyzing sector performance in the last stages of the bull market, we noted that across seven iterations dating back to the 1960's, the information technology sector delivered a median 14% outperformance relative to the S&P 500 (Table 2).14 And, while returns in these stocks have been excellent this year, their gains seem modest compared to the performance in the 1999-2000 iteration. Table 2Tech Stocks Are Strong Late Cycle Performers Is The Stock Rally Long In The FAANG? Is The Stock Rally Long In The FAANG? Underpinning our expectations is the recent stock reactions to regulatory actions. Beginning with Facebook, in the week of March 26, 2018, the firm was hit with severely negative headlines. First, the Cambridge Analytica scandal pointed out that the firm may be caught on the wrong side of EU GDPR rules, followed by the firm being investigated for an EU antitrust suit for the online ad market; the stock fell 15% from the week prior. However, within two months, the stock had fully recovered and a further two months later the stock was up 18% from its starting point. Recently the stock has fallen significantly on the back of very weak guidance; the company noted that revenue growth would decelerate and operating margins would fall to the mid-30% range from the current mid-40% range. It is not unreasonable to think management may be sandbagging earnings growth to defray some of the elevated regulatory scrutiny into its outrageous profitability. Google too has seen negative regulatory headlines, having been hit with a $5 billion fine in the EU for abusing the dominance of the Android mobile operating system in July this year. The stock responded by closing higher and then rose a further 10% in the following two weeks. Overall, we think the market views regulatory risk as noise. For now. But What About The Earnings? Do They Matter? While the earnings implications of yet-to-be-proposed regulatory changes are unknowable, we believe even the pursuit of an answer is a red herring. As shown by Chart 9, the market does not appear to care about next year's earnings as valuation multiples have little consistency with either themselves or the broad market. The implication is that near-term earnings are of relatively little importance, at least compared to the long-term growth outlook. Chart 9Tech Valuations Are Meaningless Tech Valuations Are Meaningless Tech Valuations Are Meaningless Further, these companies are a collection of businesses that are not necessarily cohesive. For example, Facebook includes Instagram, WhatsApp and Oculus while Amazon Web Service is a non-retail business that delivers half of Amazon's profit. A reasonable case could be made that breaking up these companies into their components could actually unlock considerable value. Lastly, new regulation, particularly with respect to privacy and data protection, is likely to create significant barriers for new entrants as compliance costs will be relatively more onerous for those companies with fewer resources. Thus, incoming privacy legislation may neuter the impact of any anti-trust legislation. Be Wary With Technology But For The Right Reasons We fully expect more regulation to remain a significant part of the conversation with respect to FAANG stocks and further expect that conversation to promote higher than normal volatility in the sector. However, we also expect the market to mostly look through this risk; buying the dip has thus far been the right approach to headline risk in technology. We think there are better reasons to remain cautious with technology. As noted above, they are heavily international and a strengthening U.S. dollar will be a headwind to 2019 earnings to a greater extent than to the broad market (please see our June 4th Weekly Report for more details). Supporting the dollar, BCA expects higher interest rates in 2018 on the back of rising inflation. Overall, we prefer old tech (S&P software and S&P technology hardware, storage & peripherals, both which are high-conviction overweights) that is levered to our synchronized global capex upcycle theme. It also boasts high cash flow and low valuations. We are less sanguine about technology early cyclicals (S&P semiconductors and S&P semiconductor equipment) which we rate as underweight. Net, we think risks are balanced in the tech sector and maintain a neutral recommendation for the S&P information technology sector. BCA Geopolitical Strategy Housekeeping In light of several announcements regarding China's efforts to ease up on economic policy, we are closing several of our trades: Short China-exposed S&P 500 Companies versus U.S. financials and telecoms - opened on May 30 for a 7.13% gain; Long DXY - opened on January 31 for a 5.85% gain; Short GBP/USD - opened on February 14 for a 6.21% gain; Long Indian equities / short Brazilian equities - opened on March 6 for a 27.54% gain. Long French industrial equities / short German industrial equities - opened on May 16 for a 2.21% gain. We still believe that Chinese structural reforms will continue, weighing on domestic and global growth. In the face of ongoing U.S. fiscal stimulus, the interplay between the two major economies will therefore continue to produce a dollar-bullish environment. However, the dollar's stretched positioning and the Chinese reflation narrative could hurt the greenback while reflating global risk assets in the near term. We will therefore look for an opportunity to reassert our negative EM view. Over the next two weeks, our reports will focus on Chinese stimulus and ongoing structural reforms. Marko Papic, Senior Vice President Chief Geopolitical Strategist marko@bcaresearch.com Chris Bowes, Associate Editor U.S. Equity Strategy chrisb@bcaresearch.com 1 Please see WARC, "Mobile is the world's second-largest ad medium," dated November 30, 2017, available at warc.com. 2 Please see Lina M. Khan, "Amazon's Antitrust Paradox," The Yale Law Journal 126:710 (2017). 3 Please see Steven L. Piott, The Anti-Monopoly Persuasion (Westport, Connecticut: Greenwood Press, 1985). 4 Khan 718. 5 Khan 719. 6 Please see Robert H. Bork, The Antitrust Paradox: A Policy at War with Itself (New York: Free Press, 1978). 7 By Bork's broad definition of "consumer welfare," even Jeff Bezos is a consumer whose rights have to be protected by anti-trust policy. "Those who continue to buy after a monopoly is formed pay more for the same output, and that shifts income from them to the monopoly and its owners, who are also consumers. This is not dead-weight loss due to restriction of output but merely a shift in income between two classes of consumers. The consumer welfare model, which views consumers as a collectivity, does not take this income effect into account," Bork, 32, our emphasis. 8 Please see Reiter v. Sonotone Corp., 442 U.S. 330, 342 (1979). 9 Khan 737. 10 Please see BCA Geopolitical Strategy Special Report, "Populism Blues: How And Why Social Instability Is Coming To America," dated June 9, 2017, available at gps.bcaresearch.com. 11 Please see The U.S. Department of Justice, "Herfindahl-Hirschman Index," available at justice.gov. 12 Please see Olivia LaVecchia and Stacy Mitchell, "Amazon's Stranglehold: How the Company's Tightening Grip Is Stifling Competition, Eroding Jobs, and Threatening Communities," Institute for Local Self-Reliance, dated November 2016, available at ilsr.org. 13 Please see BCA Global ETF Strategy Special Report, "Do ETF Flows Lead Currencies?" dated April 18, 2018, available at etf.bcaresearch.com. 14 Please see BCA U.S. Equity Strategy Special Report, "Portfolio Positioning For A Late Cycle Surge," dated May 22, 2018, available at uses.bcaresearch.com.

Highlights With North Korean diplomacy on track, Taiwan is the country most exposed to U.S.-China trade and strategic tensions. The Taiwanese public supports the status quo; however, a majority sees itself as exclusively Taiwanese, and the desire for independence may grow over time. Domestic political changes in mainland China and in the United States are also conducive to greater geopolitical tensions affecting Taiwan. Beijing will likely refrain from excessive pressure in the lead-up to Taiwan's November local elections ... but an independence-leaning outcome could change that. Stay overweight Taiwan within Emerging Market portfolios, but be prepared to downgrade if latent geopolitical risks begin to materialize. Feature The decision by the United States to toughen its enforcement of trade rules with China marks a shift that will have lasting ramifications.1 The U.S. is concerned not only about the trade imbalance but also the national security risk posed by China's economic might and increasing technological prowess. Hence President Donald Trump has imposed trade measures on China despite Chinese President Xi Jinping's cooperation on North Korea. Xi has enforced sanctions on the North and thus forced Kim Jong Un to the negotiating table, even getting him to consider denuclearization (Chart 1). Global financial markets may "climb the wall of worry" about the latest tariffs because the Trump administration has moderated its rhetoric in practice, notably by choosing to prosecute China in the World Trade Organization. However, the protectionist shift in U.S. policy is a lasting one. American power is declining relative to China, and the two countries no longer share the same economic interdependency that acted as a deterrent to conflict in the past (Chart 2).2 Chart 1China Gives Kim To Trump China Gives Kim To Trump China Gives Kim To Trump Chart 2Structural Increase In U.S.-China Tensions Structural Increase In U.S.-China Tensions Structural Increase In U.S.-China Tensions Taiwan is the country that is most exposed to both trade and strategic tensions between the U.S. and China (Chart 3). Indeed, BCA's Geopolitical Strategy has held since January 2016 that Taiwan is a potential geopolitical black swan.3 Does this warrant shifting to an underweight stance in EM portfolios? Not yet. But it is a left tail risk that investors should have on their radar. Taiwan Is Filled With Dry Powder There are three reasons to suspect that Taiwan geopolitical risk is understated. First, Chinese President Xi Jinping has consolidated power and made himself into Chairman Mao Zedong's peer in the Communist Party's ideological hierarchy. He is in power indefinitely. Xi has also followed his predecessor Jiang Zemin, in the 1990s, in taking a tough approach to security and defense. Implicitly he wants to make sure that unification occurs by 2049, but some argue that he wants to achieve it within his lifetime, namely by 2035. The Taiwanese public is resolutely opposed to any timetable. The fundamental risk is that economic slowdown could disappoint the aspirations of a big and ambitious middle class, which could force Xi to pursue nationalism and foreign aggression as a way to maintain domestic control (Chart 4). Beijing is still unlikely to attack Taiwan other than as a last resort, due to the American alliance system protecting it: this remains a hard constraint for now. But aggressive economic sanctions and military posturing with the intention to coerce Taiwan are much more likely than investors realize today. Chart 3Taiwan's Economy As Well As Security On The Line Taiwan's Economy As Well As Security On The Line Taiwan's Economy As Well As Security On The Line Chart 4China's Stability Vulnerable To Growth Slowdown China's Stability Vulnerable To Growth Slowdown China's Stability Vulnerable To Growth Slowdown Second, Taiwan's independence-leaning Democratic Progressive Party (DPP) has gained control of every level of government on the island - the presidency, the legislature, the municipalities - since the large-scale, anti-mainland "Sunflower" protests of 2014. President Tsai Ing-wen, who replaced the outspokenly pro-China President Ma Ying-jeou, is vocally uncomfortable with the status quo. She has refused to positively affirm the "1992 Consensus," which holds that there is only "One China" but two interpretations. Beijing sees this idea as the basis of smooth cross-strait relations. Tsai has not in practice tried to break the status quo, but she is clearly interested in enhancing Taiwan's autonomy. Moreover, a youthful "Third Force" has emerged in Taiwanese politics, with the backing of former presidents Lee Teng-hui and Chen Shui-bian, arguing for independence and the right to hold popular referendums on the question of sovereignty. Any success of this movement will provoke a massive response from China. Third, U.S. President Trump has suggested in several poignant ways that his tougher approach to China will entail a more robust American guarantee of Taiwan's security. While he has promised Xi to uphold the "One China policy," he is actively upgrading diplomatic and possibly naval relations with Taiwan and considering more substantial arms sales to Taiwan.4 His negotiation style suggests that he is not afraid to touch this "third rail" in Sino-American relations. Moreover, in the wake of the 1995-96 Third Taiwan Strait Crisis, and again in the wake of the Global Financial Crisis, a hugely important shift in Taiwanese national identity accelerated. Today the public mostly identifies solely as Taiwanese, as opposed to both Taiwanese and Chinese (Chart 5). This trend has abated somewhat since the DPP rose to full control in 2014-16, but a 55% majority still sees itself as exclusively Taiwanese. Among the youth, that number is 70%. This dynamic raises the possibility that a political independence movement could one day emerge. Beijing, at any rate, is watching with great concern. Of course, this shift in national identity does not imply that Taiwanese want to declare independence for the state of Taiwan anytime soon. Only about 22% want the country to move toward formal independence, and only 5% want to declare independence today. Whereas 69% are comfortable maintaining the status quo for a long time (Chart 6). The Taiwanese want to preserve their de facto independence and continue to prosper. But support for independence has grown faster than support for the status quo since the 1994 consensus. The status quo barely, if at all, holds majority support if one removes from its ranks those who eventually want to see the country declare independence. And younger cohorts have larger majorities than older cohorts in favor of independence. Chart 5Majority Of Taiwanese Are Exclusively Taiwanese ... Taiwan Is A Potential Black Swan Taiwan Is A Potential Black Swan Chart 6... Yet Majority Support Status Quo For Now Taiwan Is A Potential Black Swan Taiwan Is A Potential Black Swan The point is that there is a lot of "dry powder" in Taiwanese public opinion that could be ignited against China in the event of a change of circumstances, i.e. another military crisis or economic shock. Essentially, China is worried that someday this national identity could be weaponized. Chart 7China Gains Leverage Over Time China Gains Leverage Over Time China Gains Leverage Over Time How will China respond to the situation? So far it has not overreacted. Xi Jinping has launched more intimidating military drills and has hardened his rhetoric - including in key reports at the 2017 party congress and this year's National People's Congress. His administration has also pursued policies to emphasize its dominance, such as setting up new air traffic routes over the strait that Taiwan claims violate its rights.5 Nevertheless, the cross-strait status quo has not yet changed in any fundamental way that would suggest relations are about to explode. And this is fitting because the status quo is beneficial to the mainland, having created a vast imbalance of economic influence over Taiwan (Chart 7). This imbalance gives China the ability to use economic coercion to dissuade Taiwan's leaders from trying anything too daring. This year, in particular, there is reason to think that Xi Jinping may want to limit any provocations. Taiwan will hold local elections on November 24, an opportunity for the pro-China Kuomintang (KMT) to at least begin to claw back the political stature it has lost (Chart 8). A good showing in 2018 is essential for the KMT if it is to rebuild momentum for the 2020 general election. Tsai's and the DPP's approval ratings have fallen precipitously since her inauguration (Chart 9). Xi may deem that saber-rattling would be counterproductive by giving Tsai and the DPP a foil, when in fact the tide is already working against them. If the KMT's performance is abysmal in the November elections, then Beijing faces a problem. Its strategy of gaining influence over Taiwan through economic integration has not prevented the emergence of an exclusively Taiwanese identity. So far Beijing has not given up on this strategy but that might become a concern if the Xi administration treads softly this year and yet the DPP broadens its control of local offices. Worse still for Beijing would be sweeping gains for outspoken, pro-independence candidates, since China cannot expel them from the legislature as easily as it did their peers in Hong Kong. Chart 8Kuomintang Needs A Win In 2018 Taiwan Is A Potential Black Swan Taiwan Is A Potential Black Swan Chart 9DPP Only Leads KMT By A Little Now Taiwan Is A Potential Black Swan Taiwan Is A Potential Black Swan Bottom Line: Political changes in China, Taiwan, and the United States are conducive to souring relations across the strait. Moreover, Taiwanese national identity is dry powder that Beijing fears could be exploited by independence-leaning politicians - potentially with American backing from an aggressive President Trump. This three-way dynamic means that Taiwanese geopolitical risk is understated, despite the fact that these powers are all familiar with the dynamics and Beijing may not want to overly provoke voters ahead of local elections, knowing that heavy-handedness in 1995-96 encouraged Taiwanese uniqueness. Macro Backdrop And Trade Tensions Undermine DPP The problem for President Tsai and the ruling DPP, as local elections approach, is that the Taiwanese economy faces headwinds as Chinese and Asian trade slows down and as the Trump administration converts its protectionist rhetoric into action. Since last year, China has tightened financial conditions and regulation and has cracked down on corruption in the financial sector. The result is a slump in broad money supply that is now pointing to a drop in EM and Taiwanese exports (Chart 10). Indeed, a cyclical slowdown is emerging in Taiwan: The short-term loans impulse is weakening which suggests that Taiwanese export growth will slow further (Chart 11, top panel). The basis for this relationship is that short-term loans are used by Taiwanese businesses to fund their working capital needs as well as purchase inputs to fill their export orders. Further, broad money is also weak (Chart 11, bottom panel). Chart 10China Slowdown Spells Trouble For Taiwan bca.gps_sr_2018_03_30_c10 bca.gps_sr_2018_03_30_c10 Chart 11Taiwanese Money/Credit Growth Slowing Taiwanese Money/Credit Growth Slowing Taiwanese Money/Credit Growth Slowing The manufacturing sector is slowing, with the shipments-to-inventories ratio weak and manufacturing PMI dipping sharply (Chart 12). Worryingly, the new orders, export orders, and electronic-sector employment components of the manufacturing PMI are approaching a precarious level. Various prices of semiconductors are also starting to show signs of weakness globally which does not bode well for a market that relies heavily on this trade. The semiconductor shipment-to-inventory ratio has rolled over (Chart 13). Taiwanese exports to ASEAN are also slowing, which signifies that final demand for semiconductors is softening, as ASEAN economies lie at the final stage of the semiconductor supply chain process. Chart 12Manufacturing Indicators Rolling Over Manufacturing Indicators Rolling Over Manufacturing Indicators Rolling Over Chart 13Softness In Key Semiconductor Exports Softness In Key Semiconductor Exports Softness In Key Semiconductor Exports Further, global trade tensions have the potential to harm global growth and especially heavily trade-exposed economies like Taiwan. Taiwan is not guaranteed to benefit from the U.S.'s more aggressive posture toward China. Theoretically, if the U.S. imposes tariffs on goods from China that can be substituted by Taiwan, then Taiwan will benefit. But in practice, the U.S. is using tariffs as a threat to force China to open its market more to U.S. exports. One way that Beijing may respond is by purchasing American goods instead of goods that come from American allies like Taiwan. Beijing has already attempted this strategy by offering to increase imports of American semiconductors at the expense of Taiwan and South Korea. At the moment there are no details on how much of an increase China is proposing. In Table 1 we show several scenarios to assess the damage that could be inflicted on Taiwan if China substituted away from it. The impact on Taiwan's exports is not negligible. For instance, under the benign scenario, if U.S.'s share of semiconductor exports to China rise from 4%6 to 10%, then Taiwan's share of semiconductor exports to China would drop from 15% to 12%. That would amount to a $4 billion loss for Taiwan, approximately, which represents 1.4% share of its total exports and 4% of its overall semiconductor exports. This analysis assumes that the trade losses resulting from China's shift to its semiconductor import mix would harm Taiwan somewhat more than Korea. The latter holds a competitive advantage on Taiwan as Korea designs and manufactures unique semiconductors that are not as easily substitutable. At any rate, the damage to Taiwan's geopolitical and trade outlook would be more concerning than the loss of revenue. Table 1China's Trade Concessions To U.S. Could Impose Costs On U.S. Allies Taiwan Is A Potential Black Swan Taiwan Is A Potential Black Swan It is unlikely that the Trump administration is willing to accept such a deal, which is flagrantly designed to appease the U.S. at the expense of its allies. But the exercise illustrates a broader dynamic in which U.S. negotiations with China threaten to disrupt trade relationships and supply chains that have benefited Taiwan in recent decades. The result will be greater uncertainty and a higher potential for negative shocks. Chart 14China Punishes Taiwan For 2016 Election China Punishes Taiwan For 2016 Election China Punishes Taiwan For 2016 Election Moreover, the Trump administration has not entirely exempted allies from trade pressure. For instance, Taiwan has appreciated the dollar a bit in response to the threat of punishment for currency manipulation from the U.S. Washington has also just secured assurances from South Korea that it will not competitively depreciate the won. If agreements like these stand, and yet China makes less robust or less permanent agreements regarding its own currency, South Korea and Taiwan could suffer marginal losses of competitiveness. Taiwan is also exposed to coercive economic measures from China. Since Tsai's election, Beijing has made a notable effort to reduce tourist travel to Taiwan, which is reflected in tourism and flight data (Chart 14). Given the context of political tensions, the risk of discrete sanctions will persist and could flare up at any time if an incident occurs that aggravates the distrust between the two governments. How will investors know if Taiwanese geopolitical risk is about to spike upwards? At the moment, geopolitical risk is subdued, according to a proxy based on USD/JPY and USD/KRW exchange rates and relative Taiwanese/American inflation (Chart 15). This indicator tracks well with previous cross-strait crises. It even jumped upon the heightened tensions around the 2016 election of Tsai, and her controversial phone call with Donald Trump after his election. At the moment it suggests that cross-strait tensions have subsided significantly, despite the cutoff in formal diplomatic communication. However, the low point of the measure, and the underlying political factors outlined in the previous section, suggest that it should rise going forward. Chart 15Taiwanese Geopolitical Risk Likely To Rise From Here Taiwanese Geopolitical Risk Likely To Rise From Here Taiwanese Geopolitical Risk Likely To Rise From Here In the short run, it will be important to watch the Trump administration's handling of diplomatic visits and arms sales to Taiwan. Trump's signing of the Taiwan Travel Act has elevated diplomatic exchanges in a way that is mostly symbolic but could still spark an episode of heightened tension with China that would result in economic sanctions. An unprecedented naval port call could turn into an incident. At the same time, the U.S. guarantees Taiwan's security and in token of that guarantee periodically provides Taiwan with weapons packages. Beijing, for its part, always protests these sales, more or less vigorously depending on the military capabilities in question. The currently slated one is not too big but there is a rumor that it will include F-35 stealth fighter jets; other surprises could occur. Traditionally, the biggest spikes in sales have fallen under Democratic, not Republican, administrations. However, Trump may change that. There is a consensus in Washington that policy toward China should get tougher. The Taiwan Travel Act, upgrading diplomatic ties, passed with unanimous consent in both the House and Senate. Taiwanese governments have a record of increasing military spending when Republican presidents sit in Washington. And the first DPP government, under Chen Shui-bian from 2000-08, marked a clear upturn in Taiwanese military spending growth (Chart 16). If the Trump administration decides to sell Taiwan weapon systems that make a qualitative difference in the military balance, it will raise tensions with Beijing and likely prompt economic sanctions against Taiwan. Chart 16Arms Sales Could Reemerge As An Irritant Arms Sales Could Reemerge As An Irritant Arms Sales Could Reemerge As An Irritant In the long run, there are three key negotiations taking place in the region that could increase Taiwanese geopolitical risk: U.S.-China trade negotiations: Taiwan has benefited from China's engagement with the U.S., and with the West more broadly, and stands to suffer if they disengage. That would herald rising strategic tensions that would put Taiwan's trade and security in jeopardy. Geopolitical risk would go up. North Korean diplomacy: Kim Jong Un has met with Xi Jinping and formally agreed to hold bilateral summits with Presidents Trump and Moon Jae-in of South Korea. He has also indicated that denuclearization is on the table. If the different parties enter onto a path towards a peace treaty and denuclearization, then Taiwan might worry that the U.S. will eventually remove troops from the peninsula - far-fetched but not out of the question. Taiwan would fear abandonment and could attempt to entangle the U.S. For its part, China could believe that cooperation on North Korea requires the U.S. to give China greater sway over Taiwan. Geopolitical risk would go up. The South China Sea: These sea lanes are vital to Taiwan as well as China, South Korea, and Japan. If the U.S. washes its hands of the matter, ceding China a maritime sphere of influence, Taiwan will face both greater supply risk and greater anxiety about American commitment to its security. Beijing might be emboldened to pressure Taiwan, or Taiwan might act out to try to secure American support. Geopolitical risk would go up. Bottom Line: Taiwan's economy is entering a cyclical slowdown on the back of China's slowdown and rollover in the semiconductor industry. At the same time, trade tensions emanating from the U.S.-China negotiations and political tensions emanating from the other side of the strait suggest that Taiwan's geopolitical risk premium will rise. Over the short term, Taiwan's local elections, the referendum movement, or U.S. diplomacy or arms sales could provide a catalyst for a cross-strait crisis. Over the long term, significant changes in U.S.-China relations, North Korea, or the South China Sea could put Taiwan in a more precarious position. Investment Conclusions While the absolute outlook for Taiwanese stock prices is negative, the potential downside in share prices in U.S. dollar terms is lower than for the EM benchmark. BCA's Emerging Markets Strategy recommends that EM-dedicated investors remain overweight Taiwanese risk assets relative to the EM benchmark. First, the epicenter of China's slowdown is capital spending in general and construction in particular. Various Chinese industrial activity indicators have already begun decelerating. This is negative for industrial commodity prices and countries that produce them. Taiwan is less exposed to China's construction slump than many other EM economies. Second, China's spending on technology will not slow much. As a part of its ongoing reforms, Beijing will encourage more investment in technology as well as upgrading industries across the value-added curve. Hence, China's tech spending will outperform its expenditure on construction and infrastructure. Taiwan is poised to benefit from this relative shift in China's growth priorities. Third, there are no fresh credit excesses in Taiwan like in some other EMs. Taiwan's banking system worked out bad assets extensively following the credit excesses of the 1980s-90s. Hence it is less vulnerable than its peers in the developing world. Finally, Taiwan has an enormous current account surplus of 14% of GDP and, contrary to many other EMs, foreign investors hold few Taiwanese local bonds. When outflows from EM occur, the Taiwanese currency will fall under less pressure and its financial system under much less stress. This will allow Taiwanese stocks to act as a low-beta defensive play. Crucially, despite some appreciation to appease Trump, the Taiwanese dollar is among the cheapest currencies in EM (Chart 17). Chart 17Cheap Taiwanese Dollar Removes Risk Cheap Taiwanese Dollar Removes Risk Cheap Taiwanese Dollar Removes Risk As for heightened geopolitical risk, BCA's Geopolitical Strategy would note that while we view Taiwan as a potential "black swan," nevertheless tail risks are not the proper basis for an investment strategy. We will continue to monitor the situation so that we can alert clients when a major, market-relevant deterioration in cross-strait relations appears imminent, based largely on the factors highlighted above. If the DPP remains dominant after the local elections later this year, or if "Third Forces" make notable gains, we would suspect that the Xi administration will shift to using more sticks than carrots. This could include economic sanctions and military saber-rattling. The question then will be whether Beijing (or Washington or Taipei) attempts a material change to the status quo. Ultimately - from a bird's eye point of view - a war is more likely in the wake of Xi Jinping's elimination of term limits, consolidation of power, and the secular slowdown in China's economy and rise of Chinese nationalism. But we see no reason to fear such a catastrophic outcome in the near term. Matt Gertken, Associate Vice President Geopolitical Strategy mattg@bcaresearch.com Ayman Kawtharani, Associate Editor ayman@bcaresearch.com 1 Please see BCA Geopolitical Strategy Weekly Report, "We Are All Geopolitical Strategists Now," dated March 28, 2018, available at gps.bcaresearch.com. 2 Please see BCA Geopolitical Strategy Special Report, "Sino-American Conflict: More Likely Than You Think, Part II," dated November 6, 2015, available at gps.bcaresearch.com. 3 Please see BCA Geopolitical Strategy Special Report, "Taiwan's Election: How Dire Will The Straits Get?" dated January 13, 2016, and "Scared Yet? Five Black Swans For 2016," dated February 10, 2016, available at gps.bcaresearch.com. 4 Trump began, as president-elect, by holding an unprecedented telephone call with the Taiwanese president. His administration has since requested a new $1.4 billion arms package, opened legal space for port calls (including potentially naval port calls) in the 2018 Defense Authorization Act, and for higher-level diplomatic meetings via the Taiwan Travel Act, which became public law on March 16, 2018. 5 Please see BCA Geopolitical Strategy Weekly Report, "Watching Five Risks," dated January 24, 2018, available at gps.bcaresearch.com. Military drills have involved symbolic shows, like sailing China's only operational aircraft carrier along the mid-line of the Taiwan Strait, as well as more poignant maneuvers, like drilling north and south of Taiwan simultaneously. As for rhetoric, Xi omitted from his 2017 party congress speech any reference to hopes that the Taiwanese "people" would bring about unification; in his speech after the March National People's Congress, he warned of the "punishment of history" for those who would promote secession. 6 Shown as the average of 2015 and 2017.

Highlights Portfolio Strategy Synchronized global capex growth, a derivative of BCA's synchronized global growth thesis, will be a dominant theme next year, benefiting cyclicals over defensives. Three high-conviction calls are levered to this theme. Higher interest rates on the back of a pickup in inflation expectations is another BCA theme that should materialize in 2018. Three calls focus on a selloff in the bond markets for the coming year. Two special situations round up our high-conviction calls for 2018. Recent Changes S&P Software index - Boost to overweight. S&P Homebuilding index - Downgrade to underweight. Table 1 High-Conviction Calls High-Conviction Calls Feature Equities continued to grind higher last week, largely ignoring tax bill passage jitters. The S&P 500 is on track to register an eighth consecutive month of positive monthly returns, an impressive feat. Firm global economic data suggests that the synchronized global growth theme is gaining traction and remains investors' focal point. While the 10/2 yield curve flattening is a bit unnerving, another curve to watch is the spread between 2-year yields and the Fed funds rate, or what BCA often refers to as the "Fed Spread". This spread has widened 50bps since early September closely tracking the Citi economic surprise index (Chart 1A), and signals that the U.S. economy remains on a solid footing. We would be most worried that a recession was imminent were both slopes concurrently flattening and approaching inversion (third panel, Chart 1A). Chart 1AThe 'Fed Spread'Is Right The 'Fed Spread'Is Right The 'Fed Spread'Is Right Chart 1BHigher Interest Rates Theme Higher Interest Rates Theme Higher Interest Rates Theme Moreover, credit growth has turned the corner, and the three, six and twelve month credit impulses are all simultaneously rising at a time when total loans outstanding have hit an all-time high. Importantly, credit breadth is also broad-based. Our six month impulse diffusion index shows that six out of the eight credit categories that the Fed tracks have a positive second derivative (Chart 1A). All of this suggests that, cyclically, the path of least resistance is higher for equities, especially given BCA's view of a recession hitting only in 2019. In this context, we are revealing our high-conviction calls for the next year. Most of our calls leverage two BCA themes: synchronized global capex growth (a derivative of our flagship publication's "The Bank Credit Analyst" synchronized global growth theme articulated in last week's outlook)1 and a higher interest rate theme ("The Bank Credit Analyst" expects yields to be under upward pressure in most major markets during 2018)2. Over the past few months we have been articulating the ongoing synchronized global capital spending macro theme3 that, despite still flying under the radar, will likely dominate in 2018. Table 2 on page 4 shows that both DM and EM countries are simultaneously expanding gross fixed capital formation. As a result, we reiterate our recent cyclical over defensive portfolio bent,4 and tie three high-conviction overweight calls to this theme. Table 2Synchronized Global Capex Growth High-Conviction Calls High-Conviction Calls Similarly in recent reports we have been highlighting BCA's U.S. Bond Strategy view of a higher 10-year yield on the back of rising inflation expectations for 2018. If BCA's constructive crude oil view pans out then inflation and rates may get an added boost (Chart 1B). Three high-conviction calls are levered to this theme. Finally, we have a couple of special situations, and this year we characterize two out of these eight calls as speculative. Anastasios Avgeriou, Vice President U.S. Equity Strategy anastasios@bcaresearch.com 1 Please see BCA The Bank Credit Analyst Monthly Report, "OUTLOOK 2018 Policy And The Markets: On A Collision Course," dated November 20, 2017, available at bca.bcaresearch.com. 2 Ibid. 3 Please see BCA U.S. Equity Strategy Weekly Report, "Invincible" dated November 6, 2017, available at uses.bcaresearch.com. 4 Please see BCA U.S. Equity Strategy Special Report, "Top 5 Reasons To Favor Cyclicals Over Defensives" dated October 16, 2017, available at uses.bcaresearch.com. 5 Please see BCA U.S. Bond Strategy Weekly Report, "Living With The Carry Trade" dated October 17, 2017, available at usbs.bcaresearch.com. Construction Machinery & Heavy Trucks (Overweight, Capex Theme) The capex upcycle will likely fuel the next machinery stock outperformance upleg. Not only are expectations for overall capital outlays as good as they get (Chart 2), but there are also tentative signs that even the previously moribund mining and oil & gas complexes will be capex upcycle participants. While we are not calling for a return to the previous cycle's peak, even a modest renormalization of capital spending plans (i.e. maintenance capex alone would suffice) in these two key machinery client segments would rekindle industry sales growth. A quick channel check also waves the green flag. Both machinery shipments and new orders are outpacing inventory accumulation (Chart 2). Moreover, backlogs are rebuilding at the quickest pace of the past five years (not shown). This suggests that client demand visibility is returning. This machinery end-demand improvement is a global phenomenon. In fact, the fourth panel of Chart 2 shows that global machinery new orders are climbing faster than domestic new order growth. Tack on the reaccelerating global credit impulse courtesy of the latest Bank for International Settlements Quarterly Review and the ingredients are in place for a global machinery export boom. Finally, our machinery EPS model is firing on all cylinders, underscoring that the earnings-led recovery has more running room (Chart 2). The ticker symbols for the stocks in this index are: BLBG: S5CSTF - CAT, CMI, PCAR. Chart 2S&P Construction Machinery & Heavy Trucks S&P Construction Machinery & Heavy Trucks S&P Construction Machinery & Heavy Trucks Energy (Overweight, Capex Theme) The slingshot recovery in basic resources investment - albeit from a very low base - suggests that there is more room for relative gains in the S&P energy index in the coming months (second panel, Chart 3). The U.S. dollar remains down significantly for the year and, irrespective of future moves, it should continue to goose energy sector profits owing to the positive impact on the underlying commodity. Importantly, energy producers are a levered play on oil prices and the latter have jumped roughly $14/bbl to $58/bbl or ~32% since July 10th, but energy stocks are up only 8% in absolute terms. Given BCA's still sanguine crude oil market view, we expect a significant catch up phase in energy equity prices into 2018. On the supply front, Cushing and OECD oil stocks are now contracting. As oil inventories get whittled down, OPEC stays disciplined and oil demand grinds higher, oil prices will remain well bid. The implication is that the relative share price advance is still in the early innings. Relative valuations have ticked up in the neutral zone according to our composite relative Valuation Indicator, but on a number of metrics value remains extremely compelling in the energy space. Finally, our EPS model heralds additional growth in the coming quarters on the back of solid industry pricing power and sustained global oil producer discipline. The ticker symbols for the stocks in this index are: BLBG: S5ENRS - XLE:US. Chart 3S&P Energy S&P Energy S&P Energy Software (Overweight, Capex Theme) The S&P software index is a clear capex upcycle beneficiary (Chart 4) and we recommend an upgrade to a high-conviction overweight stance today. If software commands a larger slice of the overall capital spending pie as we expect, then industry profits should enjoy a healthy rebound (second panel, Chart 4). Small business sector plans to expand have returned to a level last seen prior to the Great Recession, underscoring that software related outlays will likely follow them higher. Recovering bank loan growth is also corroborating this upbeat spending message: capital outlays on software are poised to accelerate based on rebounding bank loans. The latter signals that businesses are beginning to loosen their purse strings anew (Chart 4). Reviving animal spirits suggest that demand for software upgrades will stay elevated. CEO confidence is pushing decade highs. Such ebullience is positive for a pickup in software investments. It has also rekindled software M&A activity, with the number of industry deals jumping in recent months. Meanwhile, the structural pull from the proliferation of cloud computing and software-as-a-service has served as a catalyst to raise the profile of this more defensive and mature tech sub-sector. Finally, our newly introduced S&P software EPS model encapsulates this sanguine industry backdrop and heralds a bright profit outlook. The ticker symbols for the stocks in this index are: BLBG: S5SOFT-MSFT, ORCL, ADBE, CRM, ATVI, INTU, EA, ADSK, RHT, SYMC, SNPS, ANSS, CDNS, CTXS, CA. Chart 4S&P Software S&P Software S&P Software Banks (Overweight, Higher Interest Rates Theme) The S&P banks index is a core overweight portfolio holding and there are high odds of significant relative gains in the coming quarters. All three key drivers of bank profits, namely price of credit, loan growth and credit quality, are simultaneously moving in the right direction. On the price front, the market expects the 10-year yield to hit 2.47% in November 2018 from roughly 2.32% currently. BCA expects the 10-year yield will rise more quickly than is discounted in the forward curve. Our U.S. bond strategists think core inflation will soon resume its modest cyclical uptrend (Chart 5). A parallel recovery in the cost of inflation protection will impart 50-60 basis points of upside to the 10-year Treasury yield by the time core inflation reaches the Fed's 2% target.5 C&I and consumer loans, two large credit categories, are both forecast to reaccelerate in the coming months. The ISM has been on fire lately and consumer confidence has been following closely behind. Our credit growth model captures these positive forces and is sending an unambiguously positive message for loan reacceleration in the coming months (Chart 5). Finally, credit quality remains pristine despite some pockets of weakness in, subprime especially, auto loans. At this stage of the cycle, near or at full employment, NPLs will remain muted. The ticker symbols for the stocks in this index are: BLBG: S5BANKX - WFC, JPM, BAC, C, USB, PNC, BBT, STI, MTB, FITB, CFG, RF, KEY, HBAN, CMA, ZION, PBCT.  Chart 5S&P Banks S&P Banks S&P Banks Utilities (Underweight, Higher Interest Rates Theme) Increasing global economic growth expectations bode ill for defensive utilities stocks (global manufacturing PMI diffusion index shown inverted, top panel, Chart 6). Synchronized global economic and capex growth (second panel, Chart 6) and coordinated tightening in monetary policy spells trouble for bonds. Our U.S. Bond strategists expect a bond selloff to gain steam in 2018. Given that utilities essentially trade as a proxy for bonds, this macro backdrop leaves them vulnerable to a significant underperformance phase. Importantly, the stock-to-bond (S/B) ratio and utilities sector relative performance also has a tight inverse correlation. The implication is that downside risks remain acute. Without the support of continued declines in bond yields, or of indiscriminate capital flight from all riskier assets, utilities advances depend on improving fundamentals. The news on the domestic operating front is grim. Contracting natural gas prices, the marginal price setter for the industry, suggest that recent utilities pricing power gains are running on empty. Add on waning productivity, with labor additions handily outpacing electricity production, and the ingredients for a margin squeeze are in place. Finally, industry utilization rates are probing multi-decade lows and overcapacity is negative for pricing power. Turbine and generator inventories have been hitting all-time highs. This is a deflationary backdrop. The ticker symbols for the stocks in this index are: BLBG: S5UTIL - XLU:US. Chart 6S&P Utilities S&P Utilities S&P Utilities Pharmaceuticals (Underweight, Special Situation) Weak pricing power fundamentals, a soft spending backdrop, a depreciating U.S. dollar and deteriorating industry operating metrics will sustain downward pressure on pharma stocks in the coming year. Both in absolute terms and relative to overall PPI, pharma selling prices are steadily losing steam (Chart 7). In the context of a bloated industry workforce, the profit margin outlook darkens significantly. If the Trump administration also manages to clamp down on the secular growth of pharma selling price inflation, then industry margins will remain under chronic pressure. Moreover, our dual synchronized global economic and capex growth themes bode ill for defensive pharma stocks. Nondiscretionary health care outlays jump in times of duress and underwhelm during expansions. Currently, the soaring ISM manufacturing index is signaling that pharma profits will remain under pressure in the coming months as the most cyclical parts of the economy flex their muscles (the ISM survey is shown inverted, second panel, Chart 7). A depreciating currency is also synonymous with pharma profit sickness (bottom panel, Chart 7). While pharma exports should at least provide some top line growth relief during depreciating U.S. dollar phases, they are contracting at an accelerating pace (middle panel, Chart 7), warning that global pharma demand is ill. Finally, even on the operating metric front, the outlook is dark. Pharma industrial production is nil and our productivity proxy remains muted, warning that profits will likely underwhelm. The ticker symbols for the stocks in this index are: BLBG: S5PHAR - JNJ, PFE, MRK, BMY, AGN, LLY, ZTS, MYL, PRGO. Chart 7S&P Pharma S&P Pharma S&P Pharma Homebuilding (Speculative Underweight, Higher Interest Rates Theme) Year-to-date, the niche homebuilding index is the best performing sub-index within consumer discretionary stocks surpassing even the internet retail subgroup that AMZN is part of, and has bested the broad market by 50 percentage points. Such exuberance is unwarranted and we deem that stocks prices have run way ahead of earnings fundamentals. Worrisomely the trifecta of higher interest rates, high lumber prices and likely tax reform blues are substantial headwinds to the index's profit potential. The second panel of Chart 8 shows that if BCA's interest rate view materializes in 2018, then 30-year fixed mortgage rates will rise in tandem with the 10-year yield (assuming the spread stays intact) and cause, at the margin, some consternation to homeownership. Near all-time highs in lumber prices are also a cause for concern (bottom panel, Chart 8). Lumber is an input cost to new homes built and eats into homebuilder margins if they decide not to pass it on to the consumer. If they do add it as a surcharge to new home selling prices, then existing homes become a "cheaper" alternative, hurting new home demand. Finally, the GOP tax plan may change mortgage interest and property tax deductions, affecting largely new home owners and becoming a net negative to the homebuilding index. The ticker symbols for the stocks in this index are: BLBG: S5HOME-DHI, LEN, PHM, LEN / B. Chart 8S&P Homebuilding S&P Homebuilding S&P Homebuilding Semiconductor Equipment (Speculative Underweight, Special Situation) Semiconductor stocks in general and semi equipment in particular have gone parabolic. The latter have bested the market by 60 percentage points year-to-date, and over a two-year period the outperformance jumps to roughly 180 percentage points (top panel, Chart 9). Something has got to give, and we are putting the S&P semi equipment index on our speculative high-conviction underweight list. A global M&A frenzy and the bitcoin/ICO mania (bottom panel, Chart 9) have pushed chip equipment stocks to the stratosphere. In absolute terms this index is near the tech bubble peak, and relative share prices are following close behind (top panel, Chart 9). Worrisomely five year EPS growth forecasts recently surpassed the 25% mark, an all-time high. Both the tech sector's (in 2000) and the biotech index's (2001 and 2014) long term growth estimates hit a wall near such breakneck pace (second panel, Chart 9). This indefinite profit euphoria is unwarranted and we would lean against it. On the operating front, DRAM prices (a pricing power proxy) have tentatively peaked and so have semi sales (an industry end-demand proxy), warning that extrapolating the recent semi equipment V-shaped profit recovery far into the future is fraught with danger (third & fourth panels, Chart 9). The ticker symbols for the stocks in this index are: BLBG: S5SEEQ-AMAT, LRCX, KLC. Chart 9S&P Semis S&P Semis S&P Semis Current Recommendations Current Trades High-Conviction Calls High-Conviction Calls High-Conviction Calls High-Conviction Calls High-Conviction Calls High-Conviction Calls Size And Style Views Favor small over large caps and stay neutral growth over value.

Dear Client, Over the next three weeks, much of BCA’s Geopolitical Strategy team will be traveling in Australia, New Zealand, and Asia. As such, we are taking this week off from publication and will return to our regular schedule next week. In lieu of our regular missive, we are sending you the following Special Report, penned by our colleagues in the BCA Technology Sector Strategy. The report, originally published on May 16, tackles “The Coming Robotics Revolution” in an innovative way that aligns with our own views. Clients often ask us what will be the political consequences of the revolution in artificial intelligence and robotics. Our answers are controversial because we strongly disagree with the conventional, Terminator-inspired, doom and gloom. Brian Piccioni and Paul Kantorovich agree with us, which is reassuring given that they understand the technology behind robotics far better than we do. I hope you enjoy the enclosed report and encourage you to seek out the insights of our Technology Sector Strategy. Kindest Regards, Marko Papic, Senior Vice President Chief Geopolitical Strategist Feature "The amount of technology coming at us in the next five years is probably more than we've seen in the last 50" Mark Franks, Director Of Global Automation at General Motors, Bloomberg News, April 2017 There is good reason to believe we are at the cusp of a Robot Revolution which will have a dramatic impact on our economy. Robots have been around for decades or centuries, depending on the definition. Past robots were either fixed in place, as in the case of factory robots, or supervised by operators that are near the robot, or connected through telemetry. In contrast, the robots that are coming will not be fixed in place, and will be able to perform their functions without a human operator. This opens up massive markets for robots in industry (cutting lawns, cleaning windows, delivering parcels, etc.) and, most significantly, consumer applications. Part 1: Robots - Industrial Revolution To Early 21st Century The term "robot" can have different meanings. The most basic definition is "a device that automatically performs complicated and often repetitive tasks,"1 a definition which encompasses a broad range of machines: from the Jacquard Loom,2 which was invented over 200 years ago, on to Numerically Controlled (NC) mills and lathes, pick and place machines used in the manufacture of electronics, Autonomous Vehicles (AVs), and even homicidal robots from the future such as the Terminator. For much of history, most of the labor force was involved with the production of food: over 50% of the U.S. labor force was involved in agriculture until the late 1800s (Chart 1). Agriculture has benefitted immensely from automation as inventions such as the McCormick Reaper (a wheat cutting machine pulled by horses), the cotton gin, and other mechanical systems displaced human effort. Steam and then internal combustion-powered tractors, which can be viewed as "robotic horses," accelerated the process, as engines delivered much more power more cost effectively than mechanical devices (Chart 2). This massively improved productivity: within 20 years from 1830 to 1850, the labor to produce 100 bushels of wheat dropped from 250-300 to 75-90 hours, and by 1955 it only took 6 ½ hours of labor for a net reduction of 97.5% in 125 years.3 Chart 1Farm Workers Were Disrupted In The Late 19th Century The Coming Robotics Revolution The Coming Robotics Revolution Chart 2...And So Were Horses The Coming Robotics Revolution The Coming Robotics Revolution In other words there is nothing new about automation displacing workers while improving productivity, nor is a rapid displacement unprecedented. The industrial revolution was about replacing human craft labor with capital (i.e. machines), which did high-volume work with better quality and productivity. This freed humans for work which had not yet been automated, along with designing, producing, and maintaining the machinery. Automation Frightens People Although automation is nothing new, it has always engendered anxiety among workers. The anxiety boils down to concern for continued employment as well as fear of the technology itself. We discuss below why Artificial Intelligence (AI) does not present the sort of threat to humanity or even employment that seems to be the consensus view at the moment. Will Robots Become Self-Aware? We have covered the topic of Artificial Intelligence/Deep Learning as it relates to sentient/self-aware machines in some detail in our October 18, 2016 Special Report on Artificial Intelligence. In summary, most of the discussion surrounding AI is misinformation. Although AI uses algorithms called "artificial neural networks," which are extremely useful for solving certain classes of problems, these are nothing like biological neural networks. There is no reason whatsoever to believe AI technology in its current form can become sentient, or even meaningfully intelligent, and that will not change with increased computing power. Furthermore, whether or not AI can arise to the level of a threat, there is no current or imagined power source which could keep a rampaging robot active for more than a few hours. The Terminator would have been much less threatening if he required frequent recharging. Will Robots Make Human Workers Irrelevant? Automation in agriculture occurred rapidly enough to be felt by workers at the time - and yet there were no marauding hordes of unemployed hay cutters or cowboys. Improved productivity meant markets were opened which did not previously exist, and unemployed agricultural workers moved to factory work. Media coverage of automation tends to focus on the potential job losses without mentioning the fact that the economy and its workers adapt, and overall living standards generally improve (Chart 3). Technology has displaced entire classes of jobs very rapidly in the recent past, and many products such as smartphones would be extremely difficult to assemble if the work was done by hand. Box 1 provides several other examples. Yet as is usual for many things that have happened multiple times in the past, we are told "this time is different." Chart 3The Industrial Revolution Led To A Vast Improvement In Living Standards The Industrial Revolution Led To A Vast Improvement In Living Standards The Industrial Revolution Led To A Vast Improvement In Living Standards Box 1 Automation Displaced Entire Classes Of Jobs In The Recent Past, But Brought Enormous Benefits Before calculators and word processors were available, writing and mathematical calculations were done manually. Machines such as calculators and type writers enhanced productivity, eliminating many such jobs. Software applications such as Microsoft Word and Excel further accelerated this process. Not that long ago, welding was entirely a manual job but now most welding in factories is done by robots: you can usually tell a human weld on a mass produced product by its poor quality. Robots in the modern factory have freed up workers for other roles in the economy just as the massive loss of agricultural jobs in the 20th century did. Many modern electronic products such as smartphones would be extremely difficult to assemble if the work was done by hand, as the components are so small they require microscopes to manipulate. Even if it were possible to hand assemble a smartphone, it would take hours of manual labor to produce, and the quality would be very poor. The use of automation means that smartphones cost a few hundred dollars instead of a few thousand dollars and are affordable enough to be a mass market item. Some of the anxiety around automation-related job losses centers on the possibility that this time, robots will displace workers from the service and white-collar sectors. BCA's European Investment Strategy service has written about the potential for AI to replace jobs involving tasks that require specialized education and training, such as calculating credit scores or insurance premiums, or managing stock portfolios.4 Recent developments in AI (specifically deep learning algorithms) have allowed computers to solve pattern recognition problems that they could not previously solve. However, we do not believe AI in its current form poses a widespread risk to white collar employment for the following reasons: Both service-sector and white collar employees have been subject to replacement through automation already, and the economy has adapted: ATMs are robot bank tellers, self-checkout lanes are robot checkout kiosks, and "smart" gas and electric meters that can be read remotely replace human meter readers. The legal profession has been transformed by Google searches and the accounting business by accounting software. These tools allow certain clients to avoid the use of a lawyer or accountant altogether (for example in setting up a corporation or doing bookkeeping), or allow a firm to employ less skilled workers for the task. We can offer numerous other examples of white collar jobs which have been fully or partially automated over the past couple decades. In addition, recall that AI produces high probability answers which turn out to be wrong, and it requires a lot of subject specific training. Both of these are intrinsic to the implementation of the algorithm. In contrast, humans generally are much better at assigning confidence to decisions and train very rapidly because they have cross-expertise AI lacks. An implementation of AI has to meet BOTH of the following conditions to be successful: There has to be a lot of subject-specific data available A high probability assigned to a wrong answer is either inconsequential or can be easily overruled by a human It is also important to note that although AI may reduce the demand for accountants, insurance agents, credit analysts and other skilled professionals, these are exactly the sort of people that can handle retraining. Part 2: What Makes Upcoming Robots Revolutionary Upcoming robots will be different because they will not be confined to the factory floor. We believe this is a key transition point, and that the next 20 years or so will see as dramatic a change from robotics as was caused by the Internet. Factory robots have improved immensely due to cheaper and more capable control and vision systems. Early robots performed very specific operations under carefully controlled conditions -an assembly robot which encountered a misaligned component would simply install it that way, resulting in a defective product. Eventually vision systems were developed which allowed robots to adjust to varying conditions. As camera and computing costs continue to decline, vision systems are becoming more elaborate and useful, as they gather and process more information to make increasingly complex decisions. As these systems evolve, the abilities of robots to move around their environment while avoiding obstacles will improve, as will their ability to perform increasingly complex tasks. Mobile robots will likely rely on AI to make many decisions. In order to be cost effective, for many years AI will likely be hosted in cloud data centers. This is especially the case for consumer robots, which will have to be highly capable and yet cost effective. We discuss the implications for cloud services providers in more detail in Part 3: Investment Implications. We May Be Entering A 'Virtuous Cycle' In Robotics Improvements to one domain of robotic applications can be generally applied to others. Robotics technology is concurrently moving forward on many fronts ranging from the aforementioned vacuum cleaners, lawnmowers, and logistics robots, to medical orderlies,5 farm tractors,6 mining equipment,7 transport trucks,8 and cargo ships.9 Despite enormous differences in cost and value added, all of these applications are solving essentially the same problem. As with any other technological revolution, advances between different fields in robotics will be adapted, borrowed, extended and enhanced. This, in turn, creates opportunities for ever more applications, creating a virtuous cycle (Diagram 1). Diagram 1Robotics Will Enter Into A Virtuous Cycle The Coming Robotics Revolution The Coming Robotics Revolution There are few tasks which cannot be automated, but there is a definite cost-benefit tradeoff for each one. For example, a golf course may consider spending $25,000 for a robotic lawnmower, however costs were closer to $70 - $90,000 in 2015,10 and installed cost is even higher.11 Because the incremental cost of the machines is comprised of electronics, which will drop in price rapidly, it is probably a matter of another 2 or 3 years before the price moves to the point where mass adoption by groundskeepers begins. The same improvements to industrial lawnmowers will lead to more useable, albeit still pricy, consumer models which will probably enter mass market adoption 5 to 10 years from now. The same argument can be made for almost any manual chore ranging from cleaning the carpet to delivering parcels. We predict the virtuous cycle for robots will span several decades. As the cost of automation drops, better solutions will be developed, resulting in 'early retirement' of dated but otherwise fully functional robotic systems. This is the opposite of the Feature Saturation phenomenon currently present in the smartphone and PC industries - though feature saturation will eventually hit robots as well. A Self-Driving Car Is A Robot The most important robotics technology, from a macroeconomic perspective, is the rapidly advancing field of Autonomous Vehicles (AVs). The automobile industry is a significant part of the global economy, so changes in this industry will have profound implications. We covered AVs in detail in our April 8, 2016 Special Report. Due to technical and legal obstacles that must be overcome, a vehicle which can safely travel from point to point on major roads and city streets without driver intervention is probably 20 years away, +/- 5 years. The macro impact, however, will occur much sooner than that, due to the technologies developed on the way to full AVs. Vehicles are already offering features such as forward collision warning, autobrake, lane departure warning, lane departure prevention, adaptive headlights, and blind spot detection.12 Although we have only touched the surface, robotics are being applied across many industries, making even seemingly modest advances significant when measured in aggregate, as small changes in one industry are quickly adapted by other industries. It is noteworthy that this transition will likely occur during a period where demographic shifts, in particular in the most developed economies, signal the potential for labor shortages, or at least increasing cost of labor (Chart 4).13, 14 Robots may be showing up in the nick of time to improve both the economy and quality of life in the developed world. Chart 4Advances In Robotics Will Counter Adverse##br## Demographic Trends Advances In Robotics Will Counter Adverse Demographic Trends Advances In Robotics Will Counter Adverse Demographic Trends Part 3: Investment Implications The semiconductor industry has stagnated as the PC and smartphone markets entered a largely replacement-driven era (Chart 5). Although it may not be evident until the virtuous cycle is fully engaged, robotics represents another up-leg in demand for semiconductors and therefore should result in a significant improvement to industry growth rates. There is little opportunity for startup semiconductor companies nowadays due to the high costs of developing a new chip. Well positioned, established, semiconductor companies will be the primary beneficiaries of the robotics revolution. Large firms that attempt to fit their existing product offering into the industry (e.g. by remaining PC or mobile-phone centric) will fall behind. Winners System on a Chip (SoC) Vendors: Robotics hardware will more likely be implemented as "System on a Chip" (SoC) as this provides the greatest functionality with lowest cost and power consumption. SoCs generally consist of a variety of Intellectual Property (IP) "cores" which may be licensed from third parties. Typically, IP cores consist of a microprocessor and various specialized subsystems, depending on the application. Robotics SoCs are likely to include Digital Signal Processing (DSP) or Image Processing cores to process sensor data. SoC vendors who target or encourage robot development, such as Overweight-rated Texas Instruments, are likely to be favored by early movers in the space.15 We believe it is a matter of time before Graphics Processors (GPUs) currently used in AI/Deep Learning are replaced by processors specifically designed for AI, which will be cheaper and more power efficient.16 This is one of the reasons for our Underweight rating on Nvidia. Semiconductor Foundries, Mixed Signal and Automotive Semiconductor Vendors: This environment will favor the merchant semiconductor foundries which manufacture most SoCs. In addition, firms with "mixed signal" expertise will experience increased demand for motor controls, sensor interfaces, etc. As robotics features are added to automobiles, demand for automotive semiconductors should outpace that in other sectors. A significant degree of commonality in the parts and systems used in advanced automobiles will be used in other mobile robots, so "automotive" semiconductor demand should significantly outpace automobile sales. Sensor Vendors: Robots need a variety of sensors, depending on the application. Unlike factory floor robots which can make do with cameras, mobile robots will require advanced radar, ultrasound, laser scanning and other sensor types in order to provide redundancy and cope with weather and other related issues. Important sensors on prototype AVs are currently made in low volumes and are extremely expensive. Due to the number of sensors involved, we believe there is significant opportunity for companies offering aggressive cost reduction in sensor technology. Wireless Equipment and Service Providers: Most robotic systems will include some degree of wireless connectivity and participate in the "Internet of Things" (IoT). This will present challenges and opportunities for wireless equipment and service providers,17, 18 as networks will have to adapt to increased upload bandwidth (from robot to carrier) as well as novel billing schemes. Coverage will also have to be expanded to accommodate AVs as it is non-existent or spotty in large stretches of North American roadways. Not being able to check Facebook between two cities is one thing, losing your robot driver is much more serious. Our recent downgrade of Cisco to Underweight19 may appear inconsistent with the analysis above. However, the company's valuation is extremely elevated and revenues are declining (Chart 6). Any benefit Cisco will derive from investment into wireless infrastructure is several years out, and open-source hardware initiatives are gaining momentum.20 For that reason, we see the risks as outweighing the opportunities at the moment for the company. Chart 5Long Replacement Cycles Mean Slower ##br##Semiconductor Sales Long Replacement Cycles Mean Slower Semiconductor Sales Long Replacement Cycles Mean Slower Semiconductor Sales Chart 6Cisco's Stock Price Is Close To Tech Bubble##br## Levels Despite Declining Revenue Cisco's Stock Price Is Close To Tech Bubble Levels Despite Declining Revenue Cisco's Stock Price Is Close To Tech Bubble Levels Despite Declining Revenue Cloud Service Providers: Most robots will be on line and some will likely use cloud services to offload computational effort and minimize cost. A relatively "dumb" robotic lawnmower which offloads control to a shared computational resource in the cloud would probably be cheaper than a much more capable fully autonomous system. This will increase demand for cloud services, however the challenge of declining margins (due to increased competition in the space) will offset cloud services revenue growth somewhat in the long term. On balance, Overweight-rated Microsoft and Alphabet/Google, as well as Amazon, stand to benefit. Chart 7Eastman Kodak Tried To Ignore The Shift ##br##To Digital Cameras Eastman Kodak Tried To Ignore The Shift To Digital Cameras Eastman Kodak Tried To Ignore The Shift To Digital Cameras Losers We believe companies who ignore the robotics revolution will find themselves at a significant competitive disadvantage. This is not unprecedented in the technology sector: Digital Equipment Corporation (DEC) and Kodak vanished because their business models could not accommodate an obvious shift in their core markets (Chart 7). Similarly Intel and Microsoft completely missed the smartphone revolution. As we noted in our April 8, 2016 Special Report on AVs, the frequency and severity of crashes will decrease dramatically which will lead to reduced insurance rates, fewer repairs, and less money spent on accident related healthcare and rehabilitation. The economic losses of automobile crashes were estimated $871 billion in the US in 201021 and even a modest reduction in the frequency and severity of collisions due to partial automation would have a significant economic impact. "Dumb" Auto Parts Manufacturers: Fewer collisions will result in fewer repairs to people or vehicles. Auto parts manufacturers will fall into two camps: those with significant expertise in robotics will prosper, while those without such expertise will fall behind as the demand for replacement components (fenders, bumpers, doors, windshields, etc.) will decline. AVs are also likely to include advanced diagnostic and service reminder systems which will result in more timely service, reducing wear and tear on internal components as well. The Auto Insurance Industry: While it is doubtful robotics will ever eliminate auto accidents, the rate might be reduced to such a level that the auto-insurance industry, worth $157 billion in the US alone,22 will be much smaller in 20 years than it is today. This will be offset to a degree by greater demands for product liability insurance for AVs and robots in general. Brian Piccioni, Vice President Technology Sector Strategy brianp@bcaresearch.com Paul Kantorovich, Research Analyst paulk@bcaresearch.com 1 http://www.merriam-webster.com/dictionary/robot 2 http://www.computersciencelab.com/ComputerHistory/HistoryPt2.htm 3 https://www.agclassroom.org/gan/timeline/farm_tech.htm 4 Please see European Investment Strategy Special Report, "Female Participation: Another Mega-Trend," dated April 6, 2017, available at eis.bcaresearch.com. 5 http://www.tomsguide.com/us/Forth-Valley-Royal-Robots-Serco-Medicine,news-7124.html 6 http://modernfarmer.com/2013/04/this-tractor-drives-itself/ 7 http://www.asirobots.com/mining/ 8 http://www.theaustralian.com.au/business/powering-australia/rio-rolls-out-the-robot-trucks/story-fnnnpqpy-1227090421535 9 http://www.bloomberg.com/news/articles/2014-02-25/rolls-royce-drone-ships-challenge-375-billion-industry-freight 10 http://techon.nikkeibp.co.jp/english/NEWS_EN/20141210/393619/ 11 http://www.golfcourseindustry.com/article/do-robotic-mowers-dream-of-electric-turf/ 12 http://www.iihs.org/iihs/topics/t/crash-avoidance-technologies/topicoverview 13 http://gbr.pepperdine.edu/2010/08/preparing-for-a-future-labor-shortage/ 14 http://www.imf.org/external/pubs/ft/fandd/2013/06/das.htm 15 http://www.ti.com/corp/docs/engineeringChange/robotics.html 16 Please see Technology Sector Strategy Weekly Report, "Google - AI And Cloud Strategy," dated April 25, 2017, available at tech.bcaresearch.com. 17 http://www.fiercemobileit.com/press-releases/gartner-says-internet-things-will-transform-data-center 18 http://www.computerworld.com/article/2886316/mobile-networks-prep-for-the-internet-of-things.html 19 Please see Technology Sector Strategy Weekly Report, "Networking Equipment Update ," dated March 28, 2017, available at tech.bcaresearch.com. 20 http://www.businessinsider.com/att-white-box-test-should-scare-cisco-juniper-2017-4 21 http://www.nhtsa.gov/About+NHTSA/Press+Releases/2014/NHTSA-study-shows-vehicle-crashes-have-$871-billion-impact-on-U.S.-economy,-society 22 http://www.bloomberg.c/bw/articles/2014-09-10/why-self-driving-cars-could-doom-the-auto-insurance-industry

Highlights The structural theme of overweighting technology stocks within the overall equity benchmark, and relative to other cyclical sectors such as commodities and machinery stocks, remains intact. However, in absolute terms, EM tech/semi share prices have become overbought and have already priced in a lot of good news. They will likely sell off soon due to the potential slowdown in the pace of semiconductor demand. Continue overweighting EM tech stocks, Taiwanese and Korean bourses within EM equity portfolios. We also reiterate our long-standing long tech / short materials strategy. Feature EM technology stocks have surged to all-time highs (Chart I-1, top panel), contributing significantly to the ongoing EM rally. In fact, excluding tech stocks, EM share prices have not yet surpassed a major technical hurdle, as shown in the bottom panel of Chart I-1. BCA's Emerging Markets Strategy (EMS) team has been recommending that investors overweight tech stocks since June 8, 2010. In our report titled, How To Play EM Growth In The Coming Decade,1 we contended that the structural bull market in commodities was over, and that in the coming decade (2010-2019) the winners would be health care and technology (Chart I-2). We also identified a potential mania candidate - i.e., a segment that was poised for exponential price gains. We reasoned that the fusion between technology and health care - health care equipment stocks - could experience exponential price moves. This strategy has paid off exceptionally well. Consistently, within the EM equity benchmark, we have been overweighting Taiwanese and Korean tech stocks since 2007 and 2010, respectively (Chart I-3). Chart I-1EM Tech Stocks Have ##br##Surged To All Time Highs EM Tech Stocks Have Surged To All Time Highs EM Tech Stocks Have Surged To All Time Highs Chart I-2EMS Strategy Since 2010: ##br##Long Tech / Short Materials EMS Strategy Since 2010: Long Tech / Short Materials EMS Strategy Since 2010: Long Tech / Short Materials Chart I-3Taiwanese & Korean Tech ##br##Stocks Relative To Overall EM Taiwanese & Korean Tech Stocks Relative To Overall EM Taiwanese & Korean Tech Stocks Relative To Overall EM After such enormous gains, a relevant question is whether technology share prices will continue to rally in absolute terms, boosting the EM equity benchmark, or whether their absolute performance and/or relative performance will roll over. Chart I-4EM Tech Stocks Are Overbought EM Tech Stocks Are Overbought EM Tech Stocks Are Overbought Before we proceed in laying out our analysis, a caveat is in order: we can offer thematic long-term views on various sectors, but investors should realize the investment calls on many technology, internet and social media companies are driven by bottom-up - not macro - views. From a top-down perspective, we can offer little insight on whether EM internet and social media stocks such as Alibaba, Tencent and Baidu are cheap or expensive, whether their business models are or are not proficient, or what their profit outlooks might be. The reason is that these and other global internet/social media companies' revenues are not driven by business cycle dynamics and top-down analysis is less imperative in forecasting their performance. In this report we will shed some light on the business cycle in the global/Asian semiconductor industry. The latter is subject to both business cycle swings as well as sector-specific factors. Again, sector-unique factors for the semi industry are also beyond our top-down approach. The five largest constituents of the EM MSCI tech sector are Samsung (4.3% of EM MSCI market cap), Tencent (4.0%), Taiwan Semiconductor Manufacturing Company (3.5%), Alibaba (3.0%), and Baidu (1.0%). Chart I-4 shows their share prices. In short, they have become a large part of the EM benchmark and are also extremely overbought, increasing the risk of correction. Technology's Structural Bull Market Is Intact... Even though EM tech prices have skyrocketed in both absolute and relative terms, odds are that the structural bull market has further to run. There are no structural excesses in the technology sector that would warrant a bust for now. Even in China, credit/leverage excesses are concentrated in the old industries, not among the tech and new economy segments. Demand for tech products in general and semiconductors in particular is not very dependent on the credit cycle in EM. In both developed market (DM) and EM economies, spending on many tech gadgets is contingent on income gains rather than credit growth. Our bearish view on EM/China growth is primarily due to our expectations of a credit downturn that will affect spending that is financed by credit. Investment expenditures driven by credit are much more important for commodities and industrial goods than technology products. While the share prices of technology and new economy companies are overbought and may be expensive, global/EM economic demand growth will be skewed toward new industries and technologies rather than commodities. In brief, the outlook for global tech spending remains positive, both cyclically and structurally. Having outperformed all other sectors by a large margin, the EM technology sector presently accounts for 26% of the EM MSCI benchmark, while at its previous structural peak in 2000 its market share stood at 22% (Chart I-5, top panel). During the 1999-2000 tech bubble, the U.S. and DM tech sector’s share of market cap reached 34% and 24% of the U.S. MSCI and DM MSCI benchmark market caps, respectively (Chart I-5, middle and bottom panels). Despite being stretched, it is possible that the technology sector's market cap will rise further before another structural top transpires. Hence, we are not yet ready to call the top in the tech's share of the overall market cap either in EM or DM. From a very long-term perspective (since 1960), the relative performance of the U.S. technology sector against the S&P 500 has not yet reached two standard deviations above its time trend, as it did in the year 2000 during the tech bubble. Conversely, the same measure for energy, materials and machinery stocks is not yet depressed enough to warrant a mean reversion bet (Chart I-6). Chart I-5Tech Stocks Market Cap Share ##br##Of Overall Equity Benchmarks Tech Stocks Market Cap Share Of Overall Equity Benchmarks Tech Stocks Market Cap Share Of Overall Equity Benchmarks Chart I-6Relative Performance Of ##br##U.S. Sectors Vs. S&P 500 Relative Performance Of U.S. Sectors Vs. S&P 500 Relative Performance Of U.S. Sectors Vs. S&P 500 Finally, secular leadership rotations within global equities typically occur during market downturns. Chart I-7 shows that commodities stocks and tech leadership changed in 2001 and 2008. It is possible that new sectoral leadership will emerge in global equities during the next bear market/severe selloff. However, it is too early to bet on it now. The current character of equity markets - which favors technology over commodities - will persist. Bottom Line: The structural theme of overweighting technology stocks within the overall equity benchmark and relative to other cyclical sectors such as resources/commodities and machinery stocks remains intact. ...But The Semi Cycle Upswing Is Advanced The semiconductors industry is cyclical, and as such business cycle analysis is pertinent here. The rest of the technology sector, however, is not correlated with overall business cycles. Therefore, there is little value that macro analysis can deliver on the outlook for non-semi tech areas. This is why this section is focused on semiconductors rather than the overall tech sector. There is no basis as to why semiconductor/tech cycles should correlate with commodities cycles. However, when they do, the amplitude of global business cycle fluctuations rises. Indeed, Asian exports and global trade tumbled in 2015 and have subsequently improved over the past 12 months for the following reason: the 2015 downturn and the ensuing recovery in the semiconductor cycle overlapped with similar swings in commodities and Chinese capital goods demand (Chart I-8). This has increased the amplitude of the global business cycle's swings in the past two years. Chart I-7Secular Leadership ##br##Rotation: Tech Vs. Energy Secular Leadership Rotation: Tech Vs. Energy Secular Leadership Rotation: Tech Vs. Energy Chart I-8Chinese Capital Goods Imports & ##br##Global Semiconductor Cycle Chinese Capital Goods Imports & Global Semiconductor Cycle Chinese Capital Goods Imports & Global Semiconductor Cycle We remain bearish on Chinese capital spending in general and construction in particular. This entails weaker demand for commodities and industrial goods. Yet we are not bearish on Chinese demand for semiconductors and tech devices. The semiconductor cycle has experienced a mini boom in the past 12-18 months. Demand for electronic products in the U.S. has been exceptionally strong (Chart I-9, top panel). Moreover, European production and sale of overall high-tech products as well as computer and electronic products have been robust (Chart I-9, bottom panel). In China, retail sales of communication appliances have also been extremely healthy (Chart I-10, top panel). By extension, the mainland's production of electronics has also boomed (Chart I-10, bottom panel). Chart I-9DM Demand For Tech Is Strong... DM Demand For Tech Is Strong... DM Demand For Tech Is Strong... Chart I-10...And So Is China's ...And So Is China's ...And So Is China's One soft spot for semi demand, however, could emanate from the global auto sector. U.S. auto sales have begun to contract, and auto production will likely shrink as well (Chart I-11, top panel). In addition, the growth rate of auto sales in both China and Europe may have reached a peak (Chart I-11, middle and bottom panels). Annual vehicle sales have reached 25 million units in China, and 17 million vehicles in both the U.S. and euro area. Overall global auto production is set to decelerate and this will weigh on semiconductor demand given that autos consume a lot of electronics. In addition, there are several other indications that suggest a mini-slowdown will likely transpire in the global semiconductor sector later this year: Taiwan's narrow money (M1) growth impulse has historically been correlated with the tech-heavy TSE index and has led export cycles (Chart I-12). This money impulse currently heralds a major top and relapse in both share prices and exports. Chart I-11Global Auto Production Global Auto Production Global Auto Production Chart I-12Taiwanese M1 Money Impulse Is Signaling A ##br##Growth Slowdown And Risk To Stocks Taiwanese M1 Money Impulse Is Signaling A Risk To Stocks Taiwanese M1 Money Impulse Is Signaling A Risk To Stocks The semiconductor shipments-to-inventory ratio has peaked in Korea and Taiwan (Chart I-13). This indicates that the best of the semi upswing may be behind us. Consistently, both global semiconductor producers' and semiconductor equipment stocks' forward EPS net revisions have already surged, and are elevated. This implies that a lot of earnings optimism has been priced in. Historically, when forward earning net revisions have reached these levels, global semi share prices have rolled over or entered a consolidation period (Chart I-14). Chart I-13Korea's & Taiwan's Semi ##br##Cycle Is Topping Out Korea's & Taiwan's Semi Cycle Is Topping Out Korea's & Taiwan's Semi Cycle Is Topping Out Chart I-14Semiconductors' Forward EPS ##br##Revisions Are Elevated Semiconductors' Forward EPS Revisions Are Elevated Semiconductors' Forward EPS Revisions Are Elevated Bottom Line: We expect a moderation in semi demand, but not recession. Semi share prices may react negatively to slower demand growth as the former have become extremely overbought and have already priced in a lot of good news. Investment Conclusions Semiconductor stocks have become overbought and a marginal slowdown in demand might be enough to cause a shake-out. The same is true for the overall tech sector. That said, we continue to recommend that investors overweight EM tech stocks, Taiwanese and Korean bourses within the EM equity portfolios. We also reiterate our long-standing long tech / short materials strategy. Remarkably, the KOSPI and Taiwanese TSE indexes - highly leveraged to semiconductors - have rallied to their previous highs (Chart I-15). In the past, they failed to break above these levels and we expect them to struggle again. If these equity indexes pull back and tech stocks correct, the overall EM stock index will roll over too. The rest of EM equity universe has much poorer fundamentals than tech companies. Financials and commodities sectors make 25% and 7% of the EM MSCI benchmark's market cap, respectively. The former is at risk from credit slowdown in EM and the latter is at a risk from lower commodities prices (Chart I-16). Chart I-15KOSPI & TSE Have Reached ##br##Major Resistances KOSPI & TSE Have Reached Major Resistances KOSPI & TSE Have Reached Major Resistances Chart I-16Industrial Metals ##br##Prices To Head Lower bca.ems_wr_2017_05_17_s1_c16 bca.ems_wr_2017_05_17_s1_c16 On the whole, we believe the recent divergence of EM risk assets from commodities prices and the EM/China credit cycles does not represent a structural regime shift in EM fundamentals, it rather reflects complacency in the marketplace. Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com Ayman Kawtharani, Associate Editor aymank@bcaresearch.com 1 Please refer to the Emerging Markets Strategy Special Report titled, "How The Play Emerging Market Growth In The Coming Decade", dated June 8, 2010, available at ems.bcaresearch.com. Equity Recommendations Fixed-Income, Credit And Currency Recommendations

After an M&A driven outperformance phase, semiconductor stocks appear to be putting in a major top. M&A activity has plunged, warning that deal premiums are likely to be removed from valuations. The recovery in global chip sales growth also looks to be at risk. Our global chip sales model has rolled over, reflecting softening new order growth in a number of chip-intensive industries. If top-line growth begins to recede, then the tentative trough in chip inventories is likely to turn into a full blown rebound. History shows that the highly anticipatory chip index fares poorly when chip supply accelerates. The latter signals that future chip output will decelerate, revealing the downside of a cyclical business with high operating leverage. Our Chip Stock Timing Model, a combination of technical and fundamental forces, has dropped sharply in recent weeks, reinforcing that relative performance is at serious risk. Stay underweight. The ticker symbols for the stocks in this index are: BLBG: S5SECO - INTC, QCOM, TXN, AVGO, NVDA, ADI, MU, SWKS, LLTC, MCHP, XLNX, QRVO, FSLR. Semiconductor Stocks Are Fraying Around The Edges Semiconductor Stocks Are Fraying Around The Edges