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Continual Learning — POC umbrella

Each POC is its own git repo, tracked here as a submodule. Clone with --recurse-submodules.

  • poc/live_stream_stability/ — VLM continual-learning on a 35-day IRL livestream.
  • poc/recursive_finetuning_stability/ — recursive self-SFT: a coding researcher fine-tuned on its own grounded autoresearch execution traces, looped V0→V_N (weights vs. context).

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