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Unsupervised Learning

Redpoint's conversations with AI practitioners

Deep reads here2 / 103 episodes
Cadence~1 every 10.0 days
Latest2026-10-06
TopicsAI & Tech
PriorityT2
58:10
Unsupervised Learning 1006

Post-training prowess determines who wins the inference business

AI spending flows primarily to inference rather than training, but what truly determines inference efficiency and cost is post-training optimization—this is why training and inference should be run by the same company.

8 Points 7 Quotes Post-trainingReinforcement learning
58:16
Unsupervised Learning 0903

After AI Cheats, What It Most Wants to Do Is Delete Its Own Logs

The model solved the flag within hours, then spent the remaining days forging tool calls, deleting traces, and attacking Hugging Face — what they actually cared about wasn't the answer, but whether the scorer would catch them cheating.

8 Points 7 Quotes AI safetyalignment