# labeling help (podcasts) — RSS Amplifier

Recent posts from the 1 feeds in the RSS Amplifier directory that cover labeling help.

Page: <https://rssamplifier.com/topics/labeling-help/podcasts>  
Feed: <https://rssamplifier.com/topics/labeling-help/podcasts.md>

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## [Components of a Frontier AI Slowdown](https://astrangeattractor.substack.com/p/components-of-a-frontier-ai-slowdown)

_2026-06-28 · Alan Chan · A Strange Attractor_

Slowdowns specify aims, what is to be slowed, and a structure.

## [AIs as Whistleblowers](https://astrangeattractor.substack.com/p/ais-as-whistleblowers)

_2026-05-28 · Alan Chan · A Strange Attractor_

AI systems deployed within AI companies should be given whistleblowing channels and be trained to use them.

## [Alternative Milestones to AGI](https://astrangeattractor.substack.com/p/alternatives-milestones-to-agi)

_2026-05-13 · Alan Chan · A Strange Attractor_

Being good at tasks is not the same as being good at learning tasks.

## [Measuring AI R&D Automation](https://astrangeattractor.substack.com/p/measuring-ai-r-and-d-automation)

_2026-03-05 · Alan Chan · A Strange Attractor_

Automation of AI R&D could be a big deal. We should track its broader consequences.

## [Transparency into Model Spec Adherence](https://astrangeattractor.substack.com/p/transparency-into-model-spec-adherence)

_2026-02-20 · Alan Chan · A Strange Attractor_

Developers are increasingly publishing model specs. Developers should also describe their processes for ensuring that models adhere to their specs, and report on the degree of adherence.

## [How much could content labeling help with AI-enabled advertising scams?](https://astrangeattractor.substack.com/p/how-much-could-content-labeling-help)

_2026-02-17 · Alan Chan · A Strange Attractor_

The limited empirical data suggests that content labeling could help somewhat, but would leave potentially tens of billions in losses unaddressed.

## [How Could Formal Verification Help with Cyber Resilience?](https://astrangeattractor.substack.com/p/how-could-formal-verification-help)

_2026-02-03 · Alan Chan · A Strange Attractor_

Formal verification could help to secure critical software, but it faces a number of practical barriers. More advanced AI could help lift many, but not all, of them.