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Reward Hacking 101

corbt.com · published 6 June 2025

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Link
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https://en.wikipedia.org/wiki/Goodhart%27s_law
en.wikipedia.org
https://medium.com/centre-for-public-impact/what-gets-measured-gets-managed-its-wrong-and-drucker-never-said-it-fe95886d3df6
medium.com
https://knowyourmeme.com/photos/909991-futurama
knowyourmeme.com
https://en.wikipedia.org/wiki/Principal%E2%80%93agent_problem
en.wikipedia.org
https://en.wikipedia.org/wiki/Perverse_incentive
en.wikipedia.org
https://en.wikipedia.org/wiki/Carpenter_bee
en.wikipedia.org
Faulty reward functions in the wild Read at the source ↗
openai.com
https://www-cdn.anthropic.com/6be99a52cb68eb70eb9572b4cafad13df32ed995.pdf
www-cdn.anthropic.com
https://x.com/a_karvonen/status/1928282773367787525
x.com
https://www.reddit.com/r/ChatGPT/comments/1k997xt/the_new_4o_is_the_most_misaligned_model_ever/
reddit.com
Sycophancy in GPT-4o: what happened and what we’re doing about it Read at the source ↗
openai.com
https://github.com/OpenPipe/ART
github.com
https://wandb.ai/site/weave/
wandb.ai
https://langfuse.com/
langfuse.com
https://maven.com/p/b10872/reward-hacking-101-keeping-your-agent-honest
maven.com