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Achievement: Pair Extraordinaire

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Achievement: Pair Extraordinaire

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  1. gridlens gridlens Public

    Deterministic GB electricity analytics: validated engine, CLI, FastAPI service, self-contained dashboard, Claude plugin

    Python

  2. lecturefix lecturefix Public

    Evaluation harness for LLM correction of ASR lecture transcripts — measures whether correction helps and quantifies the harm (substitution vs insertion) when it doesn't. Honest negative result, ful…

    Python

  3. lecturefix-context lecturefix-context Public

    Context-conditioned LLM correction of ASR transcripts — a pre-registered experiment on scientific talks (MCIF). Context turns a term-breaking corrector into a term-repairing one. Treatment arm to l…

    Python