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  • IIT Madras

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Achievement: Pull Shark

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Achievement: Pull Shark

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saurav0369/README.md

Saurav Sharma

Independent researcher working on reliable decision-making under hidden mechanisms, consequential information acquisition, binding constraints, and rare failures.

My current work uses controlled experiments, exact planning where possible, frozen evaluations, ablations, and explicit negative results to study decision systems in economic and sequential environments.

Research portfolio: https://saurav0369.github.io

Research affiliation: Independent Researcher
Education: BS student, IIT Madras

Contact: sauravsharma0369@gmail.com

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  1. Mechanistic-Complexity-Evidence-MEC- Mechanistic-Complexity-Evidence-MEC- Public

    Frozen implementation and evidence record for Mechanism Evidence Complexity (MEC), a study of mechanism-specific intervention readiness in predictive world models.

    Jupyter Notebook

  2. counterfactual-action-excitation counterfactual-action-excitation Public

    Matched action statistics can hide weak nonlinear excitation in learned dynamics.

    Python 1