OpenAI's Astra Model Is Less Monitorable - Thomas Larsen & Daniel Kokotajlo

MTS32m
Thomas Larsen and Daniel Kokotajlo beside the headline Is Astra Harder to Monitor? on a black background.
1 VIEW
0 comments · 0 votesOpen discussionClose discussion
Sign in to join the discussion

    Thomas Larsen and Daniel Kokotajlo discuss reports that OpenAI's Astra uses recurrent depth and may be harder to monitor through its chain of thoughtChain-of-thought monitoring analyzes a reasoning model's exposed intermediate reasoning for signs of errors, policy violations, deception, or unsafe plans. than earlier models. They treat that direction as concerning because safety teams could lose a useful view into how a model reasons, while acknowledging that one guest had not yet read the newly released system card and was relying on reporting and a public clarification.

    The guests compare immediate pacing with a later pause near the edge of controllability. Their proposals range from limiting the share of compute used for new training runs to the AI 2040 plan, which combines an initial governance pause, a regulated period of continued development and a later pause while alignment and control research catches up.

    They also examine a proposed ban on superintelligence, corporate liability and ordinary business incentives. They argue that liability and market pressure may work for visible failures but could break down if a strategically deceptive system behaves safely until it gains more authority.

    Original YouTube thumbnailWatch on YouTube

    Video topic coverage

    • Agents & workflows20
    • Coding & tools0
    • Models & learning90
    • Infrastructure & compute55
    • Research & evaluation90
    • Safety & security100
    • Business & productivity55
    • Creative & media0
    • Robotics & perception0
    • Society & policy100

    Share this video

    Thomas Larsen and Daniel Kokotajlo beside the headline Is Astra Harder to Monitor? on a black background. With WWW.ARTIFICIAL-INTELLIGENCE.VIDEO, 7 September 2026 and duration 32m.

    Thomas Larsen and Daniel Kokotajlo argue that reduced chain-of-thought visibility in OpenAI's Astra raises control risks and strengthens the case for pacing frontier development while governments build better oversight.