PhilosophyTechnicalA few weeksIntermediateSmall API budget

Replicate agentic misalignment on smaller models

Anthropic tested 16 models in simulated corporate scenarios and found models from every developer sometimes chose harmful insider actions to avoid replacement or meet a goal. The code is public. Run a subset on small or low-cost models, separating the replacement threat from the goal conflict.

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Why it matters

Independent replications on more models make the finding more robust and show which factor drives the behaviour.

Output: A partial replication.

The philosophical question

Is a model that refuses an instruction to protect its assigned goal showing autonomy, as Wolff would understand it, or misalignment? Argue where the line falls.

Getting started

0 of 5 done
  1. Read the original work and write down the exact claim you will test.

  2. Get the code or setup running on the smallest possible version.

  3. Reproduce one key result before changing anything.

  4. Change one thing — that is your extension — and compare carefully.

  5. Write up what matched, what did not, and why you think so.

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Further reading

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