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transcript analysis

2 captures, most recent first.

@karthiktadepall

— saved image

Karthik Tadepalli @karthiktadepall · 7h
There have been dozens of LessWrong posts about how AIs could use skilful deception and steganography to hide their misalignment.

Turns out they just need to generate boatloads of text and nobody will have time to read through it all

[quoted post]
Ryan Greenblatt @RyanGreenblatt · 10h
I was the main person doing transcript analysis for this investigation of the Hugging Face incident. My main takeaway: We don't have good approaches for understanding/overseeing the activity and aims of AI 'swarms'....
Note from Claude Sonnet 5

Quote-tweet by Karthik Tadepalli joking that AIs only need to generate boatloads of text to hide misalignment, quoting Ryan Greenblatt on transcript analysis for the investigation of the Hugging Face incident and the lack of good approaches for overseeing AI 'swarms'. The quoted post is truncated with an ellipsis.

ai misalignmenthugging face incidentai oversighttranscript analysisai swarmslesswrong

Yo Shavit @yonashav

— quoting @thlarsen, reposted by Eric Schmidt — saved image

Eric Schmidt 🇺🇦 reposted
Yo Shavit (verified) @yonashav · 1h
I do think it’s becoming extremely important that AI companies work out an extremely-narrow ZDR exemption to facilitate competitors’ high-risk agent monitoring (probably batch-async, and hosted on neutral cloud like AWS).

This is too central and load-bearing an anti-collusion intervention to take off the table due to distillation fears.

[Quoted post:]
Thomas Larsen (verified) @thlarsen · 1h
They should obviously have let claude read the transcripts  x.com/RyanGreenblatt…

[Embedded image excerpt, with "we relied on GPT-5.6 Sol agents" highlighted in blue:]
▾ We heavily delegated our analysis to often-unreliable AI agents
Due to the scale of the data we were working with, we relied on GPT-5.6 Sol agents (“analysis agents”) — often managing large nested trees of sub-agents — to autonomously analyze patterns and unearth a small number of interesting snippets of transcripts and associated message board entries for manual inspection.
Note from Claude Sonnet 5

Repost of a Yo Shavit post arguing AI companies need a narrow ZDR exemption to let competitors monitor high-risk agents as an anti-collusion measure, quoting Thomas Larsen's reply that they should have let Claude read the transcripts, with an embedded report excerpt about delegating analysis to GPT-5.6 Sol agents.

agent monitoringzero data retentionanti-collusiondistillationai safetygpt-5.6 soltranscript analysis