Former Anthropic researcher says an IPO roadshow slide helped push him out

Most people quit over a bad manager or a better offer. Jacob Coxon says a chart played a big part in his decision to leave Anthropic. On November 13, 2026, the former pretraining researcher said a slide from Anthropic's IPO roadshow was a crucial factor in his resignation.

The slide showed superexponential gains in pretraining compute efficiency, a selling point for investors and a warning sign for him. The timing matters. Anthropic is in the middle of a roadshow that aims to raise approximately $64 billion. Few companies want their pitch deck quoted back at them by a departed employee.

Efficiency Concerns

Pretraining is the stage where an AI model learns from enormous amounts of data, and compute efficiency measures how much capability a lab gets out of each unit of computing power. The slide plotted those efficiency gains on a log scale. On a regular chart, exponential growth looks like a hockey stick. On a log scale, the same growth flattens into a straight line.

So when a line on a log chart bends upward, growth is outpacing even exponential. That is the meaning of 'superexponential' here: the gains are not just compounding but accelerating as they compound. According to Coxon, if efficiency gains keep stacking at that rate, self-improving AI systems could arrive sooner than expected, posing existential threats.

Sacrificed Equity

Coxon's time at Anthropic was brief. He joined in May 2026 and resigned on September 8, 2026, after about four months in the role. Before that, he worked at OpenAI from 2023 until May 2026. He is 27 years old and holds a mathematics degree from Cambridge University.

His safety concerns were not new by the time he linked them to the IPO slide. He voiced worries about rapid progress toward self-improving AI during his time at the company. His post on X about AI safety drew more than 100 million views. His arguments also overlapped with views from inside Anthropic itself, echoing sentiments from Evan Hubinger, who heads alignment science at the company.

By departing early, Coxon forfeited unvested equity, which is a meaningful sacrifice when your former employer is preparing to go public. He has emphasized that safety, not money, drove the decision. Walking away from pre-IPO equity at a company targeting a valuation near $2 trillion lends that claim some weight.

Massive IPO

The IPO itself is shaping up to be enormous. Anthropic aims to raise approximately $64 billion, with a targeted share price between $70 and $78. The company plans to list on Nasdaq under the ticker 'ANT.' Its valuation target is approaching $2 trillion.

The roadshow pitch leans on Anthropic's computational advantages. The efficiency slide fits squarely into that story: better results per dollar of compute, at an accelerating pace. That is exactly the claim Coxon has seized on. The roadshow's strongest argument and his central worry rest on the same data.