Who is Gavin Baker?
Gavin Baker is an investor whose commentary on markets and artificial intelligence is tracked here, particularly his views on the economics of frontier AI models and on short selling. His most concrete forecast concerns how value will be distributed across closed and open AI models.
Track record
- Mar 2026 - Gavin Baker said shorting stocks is not fundamentally different from long-only investing, arguing the same principles apply and that investors should ignore advice to treat it as a separate discipline.
- Jul 2026 - Chamath Palihapitiya cited Gavin Baker’s view that a company already valued at a trillion dollars would reach a three-trillion-dollar market capitalization.
- Aug 2026 - Gavin Baker said the most likely end state is that closed frontier tokens represent 60 to 90% of economic value while accounting for only 15 to 25% of tokens.
On the record
What named speakers have said about Gavin Baker.
Gavin Baker on closed vs. open model economics: most value will concentrate in closed frontier models despite open models dominating token volume.
“Most likely end state, in my opinion, is that closed frontier tokens are 60 to 90% of economic value, but only 15 to 25% of tokens.”Gavin Baker · 26 Aug 2026
Closed frontier AI models are predicted to capture 60 to 90% of economic value despite representing only 15 to 25% of tokens, inverting the assumption that usage share equals revenue share.
“Most likely end state, in my opinion, is that closed frontier tokens are 60 to 90% of economic value, but only 15 to 25% of tokens.”Gavin Baker · 26 Aug 2026
Gavin Baker argues shorting stocks is analytically identical to long-only investing, with only the risk profile differing, contrary to prevailing practitioner wisdom.
“Listen, Gavin, you are going to hear from every that shorting stocks is very different from a long only and you should be cautious and learn to short. Said it is super important that you ignore them. There's no difference except for the risk, but the same principles apply.”Gavin Baker · 2 Mar 2026
Anthropic's valuation stands at $1 trillion, with investor Gavin Baker projecting it will reach $3 trillion.
“They already have a trillion dollar market cap valuation. Gavin Baker thinks it'll be at three trillion after they.”Chamath Palihapitiya · 18 Jul 2026