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Ex-Anthropic researcher says roadshow chart drove him out

Ex-Anthropic researcher Jacob Coxon claims Anthropic's IPO roadshow chart on compute multipliers influenced his decision to quit.

Nov 14, 2026

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Ex-Anthropic researcher says roadshow chart drove him out

Ex-Anthropic researcher Jacob Coxon claims Anthropic's IPO roadshow chart on compute multipliers influenced his decision to quit.

In brief

Ex-Anthropic researcher Jacob Coxon claims Anthropic's IPO roadshow chart on compute multipliers influenced his decision to quit. Ex-Anthropic researcher Jacob Coxon says Anthropic's roadshow chart of pre-training compute multipliers helped drive him out of the company. Originally reported by Dealroom.

Jacob Coxon's warning

Ex-Anthropic researcher Jacob Coxon quit in September with a warning the AI race is 'gambling with our lives'.

“gambling with our lives”

Coxon's roadshow chart

Coxon shared a chart from Anthropic's IPO roadshow showing pre-training compute multipliers from July 2024 to October 2026.

Coxon's interpretation

Coxon's interpretation

Coxon says the logarithmic chart shows continued superexponential algorithmic progress, not just compounding efficiency gains.

“continued superexponential algorithmic progress”

Coxon's concerns

Coxon wants frontier development paused next year to let competitors catch up, saying it would only harm OpenAI and Anthropic.

Anthropic's response

Anthropic says compute multipliers are central to its IPO, with a 4x multiplier meaning training the same model with a quarter of the compute.

Here's the gist

Ex-Anthropic researcher Jacob Coxon says Anthropic's roadshow chart of pre-training compute multipliers helped drive him out of the company.

Read the original on Dealroom

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