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AI Safety at the Frontier

Johannes Gasteiger

Best of AI safety research on frontier models. Obviously, subjective.

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Substack
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Issues31Founded2 years agoLast Issue2 months ago
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Artwork for AI Safety at the Frontier

Latest Issues

Paper Highlights of April 2026

tl;dr

Paper of the month:

UK AISI’s most realistic research-sabotage propensity eval finds zero unprompted sabotage across frontier models. Mythos Preview continues prefilled sabotage 7% of the time with a 65% reasoning–output discrepan...

2 months ago
10

Paper Highlights of February & March 2026

tl;dr

Paper of the month:

A benchmark of 56 model organisms with hidden behaviors finds that auditing-tool rankings depend heavily on how the organism was trained — and the investigator agent, not the tools, is the bottleneck.

Research...

3 months ago
18

Paper Highlights of January 2026

tl;dr

Papers of the month:

Activation probes achieve production-ready jailbreak robustness at orders-of-magnitude lower cost than LLM classifiers, with probe-first cascades now deployed at both Anthropic and Google DeepMind.

Research h...

5 months ago
6
1

Paper Highlights of December 2025

tl;dr

Paper of the month:

Auditing game shows that sandbagging detection remains difficult—only on-distribution finetuning can reliably remove sandbagging, while detection suffers from false positives.

Research highlights:

  • Asynchr...
6 months ago
6

Paper Highlights of November 2025

tl;dr

Paper of the month:

Reward hacking in production RL can naturally induce broad misalignment including alignment faking and sabotage attempts.

Research highlights:

  • Increasing model honesty via finetuning works best but lie de...
7 months ago
1

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  • Johannes Gasteiger

    Research scientist working on AI safety & alignment

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