High Signal Podcasts Evidence ledger
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Public evidence record

Dan Balsam

Published podcast speaker

Claims
31
Episodes
1
Shows
1
Named items
4

Books, apps, and tools

The evidenced stack.

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tool / uses

Fable

“I use Kimi k three. Like, I use Opus and Fable and Soul and Kimi k three for different things.”

The Cognitive Revolution · 8 Aug 2026

Evidence receipt · Source ↗

tool / uses

Opus

“I use Kimi k three. Like, I use Opus and Fable and Soul and Kimi k three for different things.”

The Cognitive Revolution · 8 Aug 2026

Evidence receipt · Source ↗

tool / uses

Soul

“I use Kimi k three. Like, I use Opus and Fable and Soul and Kimi k three for different things.”

The Cognitive Revolution · 8 Aug 2026

Evidence receipt · Source ↗

tool / uses

Kimi k three

“I use Kimi k three. Like, I use Opus and Fable and Soul and Kimi k three for different things.”

The Cognitive Revolution · 8 Aug 2026

Evidence receipt · Source ↗

Claim ledger

What Dan said.

3 transcript-backed records

01 / evaluation

So there is certainly a lot of scale in RL if you wanna sort of get to the frontier level, which is quite expensive and and difficult to do. But we have the raw infrastructure for it, and I think we've bridged the gap from I think the reputation of interpretability used to be that it was something you did on on toy models.

“So there is certainly a lot of scale in RL if you wanna sort of get to the frontier level, which is quite expensive and and difficult to do. But we have the raw infrastructure for it, and I think we've bridged the gap from I think the reputation of interpretability used to be that it was something you did on on toy models.”
Speaker
Dan Balsam
Publisher
The Cognitive Revolution

02 / evaluation

Like because it's it's great as, like, a causal proof that we've, like, found some mechanism that's that's matters a lot and is contributing and that we can, like, manipulate the outputs.

“Like because it's it's great as, like, a causal proof that we've, like, found some mechanism that's that's matters a lot and is contributing and that we can, like, manipulate the outputs.”
Speaker
Dan Balsam
Publisher
The Cognitive Revolution

03 / evaluation

Like, I think the the argument that of the parameter decomposition line of work is that really every model is a sparse mixture of experts, and you just have to and over any given forward pass, a very, very small percentage of the weights actually matter.

“Like, I think the the argument that of the parameter decomposition line of work is that really every model is a sparse mixture of experts, and you just have to and over any given forward pass, a very, very small percentage of the weights actually matter.”
Speaker
Dan Balsam
Publisher
The Cognitive Revolution
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