2 posts tagged with "Engineering"

Post-mortems are more useful than press releases. This is our honest account of what we underestimated, what surprised us, and what we'd do differently if we were starting over. The ML architecture worked. The systems problems nearly killed us.

Building a Bittensor subnet for decentralized AI training is not like building a centralized ML system. The constraints are different, the failure modes are different, and the design patterns that work in one environment actively fail in the other. This is a distillation of what we've learned.