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Bobbin is a new read-only, API-only AppView for Tangled that serves Tangled data over XRPC without persistent storage, backfilling from scratch on each restart.
CBD introduces an API-only black-box unlearning framework for LLMs that uses two auxiliary models to create controlled behavioral divergence between retained and target data, achieving a better unlearning-utility trade-off compared to existing methods.