writing
all posts
essays, implementation notes, and small experiments.
HOBIT Retrieval Training
A compact note on training retrievers against the failures their own index exposes.
PageRank at Web Scale
A short refresher on random surfers, sparse matrices, and the operational shape of PageRank.
PPO Entropy Collapse
Why clipped policy updates can still lose exploration pressure, and what to watch during training.