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  1. prompt-injection-lab prompt-injection-lab Public

    Lightweight prompt-injection detector + LLM jailbreak-robustness evaluation suite (Python, scikit-learn).

    HTML

  2. reward-hacking-lab reward-hacking-lab Public

    Reproducing RLHF reward-model overoptimization (reward hacking) and its mitigations — KL-regularized policy optimization (Python, NumPy).

    Python

  3. alpha-mirage alpha-mirage Public

    The backtest casino: search enough trading rules and one looks brilliant — on pure noise. A live demo of data-snooping, the Deflated Sharpe Ratio, and out-of-sample collapse. (Not financial advice.)

    HTML

  4. falcon-recovery falcon-recovery Public

    Calibrated Falcon 9 booster-landing predictor + reusability economics, with a live demo — and an honest finding: the model is mostly a clock (time leakage).

    Python

  5. longevity-levers longevity-levers Public

    How old are you, really? A biological-age / mortality-hazard calculator built on published Cox hazard ratios (with CIs + sources), live in the browser. Associations, not medical advice.

    Python

  6. obsolescence-atlas obsolescence-atlas Public

    Will a robot take this job? Three automation/AI-exposure forecasts (Frey–Osborne, Felten, Eloundou GPT) vs BLS projections — and they barely agree (r=0.15). Live demo.

    HTML