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【巴克莱-2024研报-】Global_Portfolio_Manager_s_Digest_Striking.pdf
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This document is intended for institutional investors and is not subject to all of the
independence and disclosure standards applicable to debt research reports prepared for retail
investors under U.S. FINRA Rule 2242. Barclays trades the securities covered in this report for its
own account and on a discretionary basis on behalf of certain clients. Such trading interests
may be contrary to the recommendations oered in this report.
Barclays Capital Inc. and/or one of its ailiates does and seeks to do business with companies
covered in its research reports. As a result, investors should be aware that the firm may have a
conflict of interest that could aect the objectivity of this report. Investors should consider this
report as only a single factor in making their investment decision.
* This individual is a member of the Product Management Group and is not a Research Analyst
All research referenced herein has been previously published. You can view the full reports,
including analyst certifications and other required disclosures, by clicking the hyperlinks in this
publication or by going to our Research portal on Barclays Live.
FOR ANALYST CERTIFICATION(S) PLEASE SEE PAGE 31.
FOR IMPORTANT EQUITY RESEARCH DISCLOSURES, PLEASE SEE PAGE 31.
FOR IMPORTANT FIXED INCOME RESEARCH DISCLOSURES, PLEASE SEE PAGE 32.
Global Portfolio Manager's Digest
Striking a Balance
We provide context and perspective on research across regions
and asset classes, this week highlighting our thoughts on what
could turn sentiment positive on the "AI trade"; adjusting our
call following the Fed's decision to cut rates by 50bp; and what
the Fed's move means for Asia markets.
• What's Next for the "AI Trade": The bull case around AI boils down to a simple concept: if
scaling laws hold and frontier model performance continues to improve at great leaps over
coming generations, then end-user products in consumer and enterprise will similarly
improve greatly in terms of functionality and accuracy and adoption will increase. To that
end, we see GPT-5’s upcoming release as a potential catalyst to get things going again. If
successful, sentiment could shi greatly, AI hyperscaler capex would need to ramp further,
and all this investment will likely end up being another expensive moat for mega-cap tech.
Further, we think that another recent breakthrough around test-time-compute could usher in
a new sub-category of frontier AI lab innovation around finding a more optimal mix of training
and inference compute, which could dramatically reduce the capex needs of the overall
industry, but it's too early to tell. An alternative view, and much more bearish take, is that
scaling laws don’t hold up, the foundation models stop improving, and the capex wave stops.
In this scenario, GPT-5 would likely be introduced in late 2024 or early 2025 to great fanfare,
only to see the same kind of experimental enterprise AI workloads running on top of it but no
killer apps or broad-based consumer/enterprise adoption.
• The Fed's Recalibration: The FOMC initiated its rate-cutting cycle with a 50bp cut, against
our expectation of a 25bp cut, in an eort to recalibrate the policy stance and to maintain the
labor market at full employment. We think that the FOMC statement suggested that future
rate cuts are likely to be in 25bp steps, by showing no alarm about the cooling labor market,
and mentioning that risks to achieving "employment and inflation goals are roughly in
balance." The new Summary of Economic Projections (SEP) also suggested a slower pace of
Cross Asset Research
22 September 2024
FOCUS
Equity Product Management Group
Terence Malone
*
+ 1 212 526 7578
terence.malone@barclays.com
BCI, US
Rob Bate
*
+44 (0)20 7773 3576
rob.bate@barclays.com
Barclays, UK
FICC Product Management Group
Ben McLannahan
*
+44 (0)20 3134 9586
ben.mclannahan@barclays.com
Barclays, UK
Jennifer Cardilli
*
+1 212 526 8351
jennifer.cardilli@barclays.com
BCI, US
Completed: 20-Sep-24, 23:05 GMT Released: 22-Sep-24, 13:00 GMT Restricted - External
rate cuts ahead. Considering this large cut and the new SEP, we adjust our rate call. We
continue to expect that the FOMC will cut rates 25bp at the November and December
meetings, as well as three times in 2025 – in March, June, and September. However, given the
larger-than-expected rate cut, our forecast interest-rate path is now 25bp lower, reaching
4.25-4.50% at end-2024, and 3.50-3.75% at end-2025.
• What 50bp Means for Asia Markets: We examined the impact of the Fed's rate decision on
Asian markets and central bank policy. We do not rule out further bouts of USD weakness in
the weeks ahead and expect overall downward pressure on USD/Asia FX to be sustained.
Much had been priced in, in terms of Asian FX gains ahead of the Fed decision, yet the USD
remains a sell on rallies versus Asia FX. We maintain our view that aer further USD/Asia FX
weakness in Q4, there will be a reversal into 1H25. Further, we think the presumed USDJPY
recovery next year may have become front loaded if markets' peak dovishness proves to have
already passed. However, Japan's LDP election on 27 September poses some risks to the JPY.
Moreover, we expect Asia credit to trade with a firm tone. To that end, we expect the recent
HY-IG decompression to pause and expect investors to add risk through longer-dated bonds.
In the short term, the recalibration in bonds is likely to be the main driver of cross-asset price
action. For global equities, we expect this to translate into a continued bid for lagging value
plays as growth stocks will remain challenged on valuations and crowding.
Chart of the Week: Epoch AI estimates we could see compute increase by 4x per year through 2030, or
10,000x more compute than GPT-4 (2022), clusters of "dozens of millions" of GPUs
10^25
10^26
10^27
10^28
10^29
10^30
10^31
10^32
10^33
Power Constraints Chip Production
Capacity
Data Scarcity Latency Wall
2030
GPT-4
10,000x
Greater
50,000x
Greater
80,000x
Greater
1,000,000x
Greater
Median
2e29 FLOP
Median
9e29 FLOP
Median
2e30 FLOP
Median
3e31 FLOP
Source: Epoch AI, Barclays Research (see U.S. Internet & Semiconductors: What's Next in AI? GPT-5, MOAR GPUs, Test-Time-
Compute, and Avoiding the AI Winter, 17 September 2024)
22 September 2024 2
Barclays | Global Portfolio Manager's Digest
Events
Conference Calls & Webcasts
Date Time Call/Webcast
Please click on the links to view details of forthcoming conference calls and webcasts
23 September 15:00 pm GMT / 10:00 am EST Fixed Income Virtual Meeting with General Mills Management
23 September 16:00 pm GMT / 11:00 am EST Weekly Industrials Call
24 September 8:30 am GMT / 15:30 pm Singapore Shiing China bid as Asia credit market transforms
24 September 12:45 pm GMT / 7:45 am EST Barclays Tuesday Credit Call
26 September 7:00 am GMT / 14:00 pm Singapore Moody's on Indonesian Corporates and SOEs
27 September 15:00 pm GMT / 10:00 am EST Conversations with the C-Suite in EU MedTech & Services: ONT
27 September 15:00 pm GMT / 10:00 am EST State of Global Ingredients
27 September 15:00 pm GMT / 10:00 am EST Weekly Healthcare Call
30 September 14:00 pm GMT / 9:00 am EST Nestlé Fireside Chat with CEO, Mark Schneider & Warren Ackerman
30 September 15:00 pm GMT / 10:00 am EST Conversations with the C-Suite in EU MedTech & Services: Sonova (SOON)
30 September 19:00 pm GMT / 2:00 pm EST TAVR and Structural Heart Expert Call
2 October 14:00 pm GMT / 9:00 am EST SLLBs: the latest innovation to hit the sustainable bond market
4 October 15:00 pm GMT / 10:00 am EST Conversations with the C-Suite in EU MedTech & Services: Ambu (AMBUB)
7 October 15:00 pm GMT / 10:00 am EST Conversations with the C-Suite in EU MedTech & Services: Carl Zeiss (AFX)
8 October 10:00 am GMT / 17:00 pm Hong Kong Asia corporate governance: progress and prospects
8 October 16:00 pm GMT / 11:00 am EST Chesapeake (CHK) Fixed Income Virtual Meeting
8 October 16:00 pm GMT / 11:00 am EST Fiber ABS with Fitch Ratings and Barclays ABS Structuring
9 October 9:00 am GMT / 16:00 pm Singapore Shenzhen Inovance IR Virtual Fireside Chat
9 October 19:00 pm GMT / 2:00 pm EST Fixed Income Virtual Meeting with Constellation Brands Management
10 October 14:00 pm GMT / 9:00 am EST Conversations with the C-Suite in EU MedTech & Services: Elekta (EKTAB)
10 October 16:00 pm GMT / 11:00 am EST Global Aerospace & Defense 3Q24 Earnings Preview
11 October 15:00 pm GMT / 10:00 am EST Conversations with the C-Suite in EU MedTech & Services: Fresenius SE (FRE)
15 October 15:00 pm GMT / 10:00 am EST U.S. Machinery & Construction 3Q24 Earnings Preview
Conferences & Special Events
Date Event Location
Please contact your Barclays Sales representative for availability.
25–26 September Hybrids & Capital Conference London
26 September Data & Investment Science Conference London
26 September QIS Conference London
9–10 October Oicial Institutions Conference London
10 October Insurance Consolidators Conference 2024 London
20–21 November Global Automotive and Mobility Tech Conference New York
3–5 December Eat, Sleep, Play, Shop Conference New York
11–12 December Global Technology Conference San Francisco
22 September 2024 3
Barclays | Global Portfolio Manager's Digest
Replays from the Past Week
Date Conference Call/Webcast/Conference
Please click on the links for select conference call replays and webcasts/podcasts from the past week.
19 September European Fixed Income: Rates and credit Q4 outlook
19 September Thursday Macro: On the brink of a global trade war?
18 September EM Horizons: Quarterly Outlook
18 September Nike, Inc.: FY1Q25 Preview: See NA Upside Oset by Growing China Uncertainty
17 September Barclays Tuesday Credit Call: Rate Cut Conundrum
17 September FOMC preview: 17 September
17 September HY-Lights Creditcast: Verizon Acquisition of Frontier; Recent HY Telecom Rally
17 September KOL Call #2: Focus on Achondroplasia post ApproaCH data
17 September Monthly Thematic Investor Call - September 2024 (Adv. Recycling & Conference takeaways)
16 September BoE preview: Mon 16 Sep
16 September KOL Call #1: Focus on Achondroplasia post ApproaCH data
16 September Update on Temu, TikTok Shops with Stuart Zhao, Bark and Meow Inc CEO
22 September 2024 4
Barclays | Global Portfolio Manager's Digest
EQUITY RESEARCH
U.S. Internet
Positive
U.S. Semiconductors &
Semiconductor Capital Equipment
Neutral
Best of Barclays
U.S. Internet & Semiconductors
What's Next in AI? GPT-5, MOAR GPUs, Test-Time-Compute, and Avoiding
the AI Winter
Ross Sandler, BCI, US | Trevor Young, CFA, BCI, US | Alex Hughes, BCI, US | Joseph Petroline, BCI,
US | Michael DiSanto, BCI, US | Tom O'Malley, BCI, US | Scott Fessler, BCI, US | Kyle Bleustein,
BCI, US
Excerpted from U.S. Internet & Semiconductors: What's Next in AI? GPT-5, MOAR GPUs, Test-Time-
Compute, and Avoiding the AI Winter,published on September 17, 2024
The investment community has soured a bit on AI based on the slow end-user adoption,
high cost to serve, and capex vs. revenue mismatch. While this kind of time lag is normal
for big technology transitions, in this report we take a stab at “where could we go from
here?” and what could turn sentiment back up.
The Key Take-Away: The market cap exposed to “the AI trade” is enormous, with five of the
largest companies in the world duking it out for pole position. The fate of the NASDAQ (and to a
lesser degree the S+P 500) depends on which way “the AI trade” goes over coming quarters and
years. We have already seen a quick sentiment shi following the publishing of our first in this
series of AI reports (see “FOMO or Field-Of-Dreams,” from June). Some in the investment
community (including us) are currently asking: Are we entering a trough of disillusionment or just
in an air pocket? What could bring back the animal spirits witnessed in 2023 and early 2024? This
report attempts to predict what could play out next in AI. We unpack a bunch of new important
things that help explain where we are on the AI capacity vs. uptake debate, key things that
could impact future compute needs, and clear up some of the confusion given the limited
disclosures from the biggest players in the space.
We were somewhat taken aback when Character.ai more or less threw in the towel and its
senior sta joined Google. Aer all, their founder was a lead inventor of the transformer back in
the day at Google (the “T” in GPT), and Character.ai was generally perceived to be the #2
company in the consumer AI space behind ChatGPT, measured by users and engagement. Aer
similar high-profile flame-outs at Inflection and others, it begs the question of whether the cost
of compute in AI is just too great, and more broadly if we are headed into an “AI Winter” or if
these are simply normal bumps along the road for any new space riddled with start-ups. We
think the latter. We see more catalysts, like the GPT-o1 model release from OpenAI this past
week, coming over the next few months that could re-invigorate bullish investor sentiment.
22 September 2024 5
Barclays | Global Portfolio Manager's Digest
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