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Achievements

Achievement: Pull Sharkx2Achievement: Pair Extraordinaire

Achievements

Achievement: Pull Sharkx2Achievement: Pair Extraordinaire

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@Laplace-AI-Research

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arpjw/README.md

what's up 👋🏽

intro: i'm arya, a 20-year-old researcher interested in machine learning, reward hacking, and crypto.

now: building laplace research and probably experimenting with something I saw on X this week.

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  1. Laplace-AI-Research/tarot-draw-8b Laplace-AI-Research/tarot-draw-8b Public

    Tarot-Draw 8B, a calibrated no-retrieval probability estimator for binary events.

    Python

  2. reward-function reward-function Public

    Experiments with reward functions: derivations, audited scientific records, frozen source and CPU reproduction

    Python

  3. grokking grokking Public

    Replicating grokking (delayed generalization) in a small transformer trained on modular arithmetic

    Python

  4. velocity velocity Public

    Prediction market velocity signals mapped to equity positions via Robinhood's agentic trading MCP

    Python 2