alex000kim
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The smallest async RL trainer I could write: one loop that runs REINFORCE on CartPole on a laptop and async GRPO on a cluster (e.g. 8xH100 trainer, 8 vLLM workers, ran as a [SkyPilot job…
- RL Is Bottlenecked by Inference. Scale It Independently (skypilot.ai)
- Silverback Imfura took a chance, and ended up alone (gorillafund.org)
- Do AI Detectors Work Well Enough to Trust? (chicagobooth.edu)
- You've been doing harness engineering all along (alex000kim.com)
- Lessons from Going Solo (alex000kim.com)
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Related ongoing thread: Claude Code's source code has been leaked via a map file in their NPM registry - https://news.ycombinator.com/item?id=47584540 Also related: https://www.ccleaks.com
- Bulk Object Storage data migration with SkyPilot (nebius.com)
- ML experiments in the cloud with Skypilot and DVC (alex000kim.com)
- Why Sales Engineers Exist (alex000kim.com)
- Don’t know what to do next? Teach (alex000kim.com)
- Building your Data Science career (youtube.com)