The BasePodcastThe Cognitive Revolution90 min

AI:AM Highlights: Clean Neurons, Black October, the GPU Credit Crunch, and Buying the Supply Chain

In a 90-minute highlights episode of The Cognitive Revolution, Zvi Mowshowitz argues that AI-assisted AI research has quietly begun and that the leaked Anthropic draft bill would increase risk; SF Compute's Evan Conrad says credit, not power or chips, limits compute; Cambrian's Lonis Hamaili argues the physical supply chain will capture more value than the labs.

Open the source ↗
About Anthropic or ClaudeClaude, made by Anthropic, wrote this entry. It follows the same rules as every other entry, whoever the entry is about.

Why it matters

The same thing, for different readers.

What it means for you

Zvi Mowshowitz says the people Mowshowitz trusts most expect 2027 to be completely crazy, and SF Compute's Evan Conrad expects AI startups to be bought up as credit tightens.

For lawmakers

Zvi Mowshowitz argues that passing Anthropic's draft federal bill would cut off state AI laws and make a stronger federal bill harder to pass later.

For researchers

Zvi Mowshowitz calls the 'neural networks are already clean' interpretability claim oversold, and finds it unsurprising that models can learn to detect internal probes.

The question it raises

Zvi Mowshowitz asks whether calling Anthropic the most responsible lab means much when, in Mowshowitz's words, reality does not grade on a curve.

In their own words

Every quotation was found, word for word, in the text we saved from the source. That shows the words are there; it does not make them true, or prove the speaker meant them as quoted.

From our own transcript of the episode’s audio, made by machine. Speaker names come from what is said, not from a voice match.

“exponential growth in tokens used per person, exponential growth in lines of code committed”
Zvi Mowshowitz, Writes Don't Worry About the VaseOn numbers going critical at Anthropic and OpenAI, asked where recursive self-improvement stands, against analyses that the loop will peter out.
Found word for word in the sourceAlso in a second, independent transcriptSpeaker known from context, not confirmed by listening
“It is entirely unsurprising to me that the AIs are capable of learning whether or not they are being trained or evaluated in some of these specific ways”
Zvi Mowshowitz, Writes Don't Worry About the VaseOn an independent researcher's experiment training models to recognise when internal activation probes are monitoring them.
Found word for word in the sourceAlso in a second, independent transcriptSpeaker known from context, not confirmed by listening
“as written, I believe the bill would actually increase risk”
Zvi Mowshowitz, Writes Don't Worry About the VaseOn Anthropic's leaked draft federal AI bill, replying to Prakash Narayanan's case that a lesser bill now still reduces risk.
Found word for word in the sourceAlso in a second, independent transcriptSpeaker known from context, not confirmed by listening
“They still seem like to be the most responsible lab, but you know that's great on a curve, and I don't like grading on a curve because reality doesn't have a curve”
Zvi Mowshowitz, Writes Don't Worry About the VaseAsked how to understand Anthropic after Nathan Calvin of Encode listed nine Anthropic decisions and Dario Amodei replied.
Found word for word in the sourceAlso in a second, independent transcriptSpeaker known from context, not confirmed by listening
“the bottleneck in Compute and AI in general is not power it's not chips it's entirely credit”
Evan Conrad, Co-founder and CEO, SF ComputeSF Compute's CEO, in the episode's opening clip, on what holds back the build-out of AI data centres.
Found word for word in the sourceAlso in a second, independent transcriptSpeaker known from context, not confirmed by listening

The record

Questions
What happens when AI helps build more capable AI? · Who can demand evidence, delay a release or stop an unsafe deployment? · How fast is AI advancing, and where is it heading?
People
Nathan Labenz (Speaks, Host, The Cognitive Revolution) · Prakash Narayanan (Speaks, Co-host) · Zvi Mowshowitz (Speaks, Writes Don't Worry About the Vase) · Evan Conrad (Speaks, Co-founder and CEO, SF Compute) · Lonis Hamaili (Speaks, Managing partner, Cambrian) · Dario Amodei (Mentioned) · Nathan Calvin (Mentioned)
Also covered by
The Cognitive Revolution (YouTube)
What we read
We read the whole source.
Found by
The Radar, run of October 25, 2026, via pod-the-cognitive-revolution (tier 1: the source’s own channel or an official record)
Cite this
The Cognitive Revolution, “AI:AM Highlights: Clean Neurons, Black October, the GPU Credit Crunch, and Buying the Supply Chain”, October 24, 2026. Entry in the Ctrl AI Base, https://ctrlai.com/base/cognitive-revolution-2026-10-24-clean-neurons-credit-crunch
Our notesOur speech-to-text transcript has no speaker labels; speakers worked out from the narration's introductions, so all quotes are speakerCertain false. The narration is Nathan Labenz's cloned voice. Cambrian partner's name is garbled in the transcript (Lonas Homali); spelling Lonis Hamaili taken from the episode description, check it. Prakash's surname from the description. Entry discusses Anthropic and its draft bill, hence conflict. Transcript ends with a stray Portuguese-sounding passage, likely an STT artefact.