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1. ariaariaPublic

   ARIA (Autonomous Research Intelligence Agent): a closed-loop research agent that retrieves methodology from arXiv, implements it faithfully, and validates results through a non-compensable statisti…

   Python

2. structured-assessment-finetunestructured-assessment-finetunePublic

   Interpretable post-training pipeline for scarce-data structured evidence assessment with SFT, GRPO/DAPO-style rewards, dataset-profiled counterfactual probes, and SAE-based causal analysis.

   Python

3. factor_labfactor_labPublic

   Reinforcement learning for alpha factor discovery, trained on executable backtests against WRDS (CRSP/TAQ) and crypto data.

   Python

4. arpanisi.github.ioarpanisi.github.ioPublic

   TypeScript

5. oracle-guided-discoveryoracle-guided-discoveryPublic

   Oracle-guided scientific discovery with LLM policies, structured candidate languages, GRPO/RLVR, external evaluators, and archive-aware novelty

   Python

6. pfas-ariapfas-ariaPublic

   Autonomous system for PFAS degradation research — statistical analysis, RAG-grounded literature review, and hypothesis generation.

   Python