Hacker News LLM Evaluation

Build software better, together

GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.

Mitchell Bryson AI Reliability Articles

Borrowed competence - Mitchell Bryson

AI makes you faster at your job today while quietly degrading your ability to know when the job was done wrong. The more you delegate, the less equipped you are to catch the mistakes that matter.

METR Blog

Evidence on AI R&D Progress from NanoGPT

Classifying human and agent contributions to the NanoGPT speedrun, and what publicly tracked challenges can tell us about AI R&D acceleration.

Mitchell Bryson AI Reliability Articles

AI never flinches - Mitchell Bryson

Humans telegraph uncertainty through hesitation, hedging, and tone. AI delivers hallucinated nonsense with the same polished authority as correct answers. Organisations built to read confidence as competence have no antibodies for this.

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