State of AI Report 2023

  • We have covered this series of reports before.
  • The latest 2023 report is worth a flick (all 160 slides).
  • This graph, for example, shows the largest Nvidia H100 chip clusters – interesting to see TSLA there, who also run the 4th largest A100 cluster in the world.
  • Or see Slide 76 which suggests that Nvidia’s advantage (the use of its chips in academic papers) continues to increase.

SEC New Short Disclosure Rules

  • SEC is increasing disclosure around shorts.
  • Investment managers that carry large short positions in equity securities will be required, within two weeks after each month, to report those positions and related short sale activity to the Commission. The threshold for reporting will be met when an investment manager’s short position in a particular equity security of a reporting issuer is at least $10 million or the equivalent of 2.5 percent or more of the total shares outstanding on average during a month.
  • Based upon the filings to the Commission, the Commission will make public, within four weeks after the end of each month, aggregated, anonymized data about the gross, end-of-month large short positions. The Commission also will publish the net aggregated daily activity data for each settlement day.
  • The UK (and EU) have good disclosures on shorts >0.5% of shares outstanding.

NAV Loans

  • Borrowing by private equity firms at the fund level.
  • Ted Seides argues it is an end-of-cycle phenomenon.
  • NAV loans strike me as a canary in the coal mine signaling the end of the private equity boom. According to Preqin, 645 firms have not raised a new vehicle since 2015. With interest rates higher and the fundraising environment tighter, credit is scarce. NAV loans feel like the “extend and pretend” activity we saw after the GFC. For every Vista NAV loan, there are probably ten used to cure the woes of a GP.

Eric Schmidt on AI

  • Interview between Goldman Chair/CEO David Solomon and former CEO/Chair of Google on the future of Generative AI is worth a read.
  • In general, the disruption occurs first in the industries that have the most amount of money and the least amount of regulation.
  • Pairs nicely with this analysis of the latest batch of Y-combinator companies that are using AI/ML startups (139 in total!) and what areas they are working on.

Edward Luttwak

  • Interview with the military and grand strategy author – Edward Luttwak – thought-provoking throughout.
  • America’s power abroad, especially in Asia but increasingly with a resurgent Nato, is strong due to its alliances.
  • But this power is useless unless you have cohesion at home. There America is experiencing a cultural war.
  • Parallels with the Roman Empire are clear – “I think we could last another couple hundred years, but not much longer. For Rome, they had barbarian migrations and, of course, an ideological break that was fatal. Rome’s institutions were remarkable, and their concept of citizenship was something deep and profound, but the Romans were overwhelmed demographically.”

HY Maturity Wall

  • The chart below shows the substantial amount of debt to roll over in the next 2 years with  $127bn, or circa 12% of the market’s outstanding debt, being due for US HY companies. In Europe, maturity walls are even steeper, with €97bn of debt (23% of the index) maturing in 2024/2025. Add in 2026 maturities, and the refinancing wall shoots up to just to under 50% of the market. Historically speaking, this is likely to become the largest refinancing effort for HY issuers since the GFC (2008), and while some companies have already begun doing their homework, we expect it to become a key theme in 2024, particularly if base rates and borrowing costs remain elevated.”
  • Unlike GFC, as M&G points out, the situation is better – (1) new issuance is open (2) rates are lower despite the spike (3) quality is better.
  • Source: M&G.

Clean Energy Cycle

  • As GMO points out – clean energy has gone through a classic hype cycle.
  • All the relative outperformance blow out has come off.
  • Yet, change could be afoot – especially as firms focus on profitability – as described in this excellent analysis from AlphaSense (need to sign up).
  • Government policy is helping – here is what GE said about the big incentives offered by the Inflation Reduction Act (IRA).
  • I know the IRA has created an eight year incentive, an incentive through 2030. That was enough of a long-term incentive for a few of the manufacturers that I know of that were making big decisions on supply chain changes, onshoring things, changing from China sources. In the absence of IRA incentives they would not happen. They would be small changes.

Attractiveness and Fund Manager Performance

  • In this paper, we study the relationship between stock fund managers’ facial attractiveness and fund outcomes. Utilizing the state-of-art deep learning technique to quantify facial attractiveness, we find that funds with facial unattractive managers outperform funds with attractive managers by over 2% per annum. We next show that good-looking managers attract significant higher fund flow especially if the funds are available on Fintech platforms where their photos are accessible to investors. Good-looking managers also have greater chance of promotion and tend to move to small firms. The potential explanations for their underperformance include inadequate ability, insufficient effort, overconfidence and inefficient site visits.
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