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We research catastrophic AI risks and techniques that could be used to mitigate them.

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Latest Issues

Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models

by Francis Rhys Ward, Dewi Gould, Anders Cairns Woodruff et al. (see full author list at the end)

About a year ago, METR showed that the length of tasks frontier models can reliably complete doubles every few months. A related safety-relev...

7 days ago
18

Efficient tradeoffs and the safety-usefulness tradeoff model

I often use what I’ll call the “safety-usefulness tradeoff model”, which is: developers face a tradeoff between “safety” and “usefulness” of an AI deployment, and the developer has only limited willingness or ability to sacrifice usefulness...

9 days ago
7

Retrying vs Resampling in AI Control

We’ve just released a new paper: Retrying vs Resampling in AI Control. We revisit the resampling protocols introduced in Ctrl-Z with an up-to-date setting and much stronger models, and compare them against “retrying” protocols similar to Cl...

19 days ago
9
1

Advice for making robust-to-training model organisms

We’d like to develop training techniques that work when applied to future misaligned AI systems. One strategy for studying proposed techniques is to test them on model organisms. However, model organisms built with common techniques are oft...

20 days ago
12

Full automation of AI R&D probably yields a large speed up even without a software-only singularity

This is a somewhat technical note.

By “software-only singularity”, I mean that, after full automation of AI R&D, progress gets faster and faster due to smarter AIs driving increasingly fast rates of improvement in algorithms (overcoming di...

21 days ago
15
1

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Authors

The writers behind this newsletter.

  • Buck Shlegeris
  • Ryan Greenblatt

    I work at Redwood Research on technical AI security+safety research.

  • Alex Mallen

    Redwood Research

  • Julian Stastny
  • Vivek Hebbar
  • Alek Westover
  • Alexa Pan
  • James Lucassen
  • Adam Kaufman
  • Anders Cairns Woodruff
  • Aryan Bhatt

    Senior MTS @ Redwood Research

  • Tyler

    I work on AI X-risk

  • Eric Gan
  • Arun Jose
  • Sebastian Prasanna

    Working on AI Safety

  • Dylan Xu

    Helping navigate transformative AI

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