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1. Awesome-Diffusion-Language-Models Awesome-Diffusion-Language-Models Public

   36 4

2. MIT-MI/MEM1 MIT-MI/MEM1 Public

   MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents. Accepted at ICLR 2026; Best Paper Award at the NeurIPS 2025 MTI-LLM Workshop.

   Python 347 20

3. Human-Agent-Society/CORAL Human-Agent-Society/CORAL Public

   Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.

   Python 1.1k 138

4. Minw913/AlphaOPT Minw913/AlphaOPT Public

   Formulating Optimization Programs with Self-Improving LLM Experience Library (KDD 2026 Research Track)

   Python 28 6

5. Human-Agent-Society/reef Human-Agent-Society/reef Public

   Infrastructure for continually self‑improving agents

   Python 7.7k 723

6. Minw913/FrontierOR Minw913/FrontierOR Public

   Benchmarking LLMs on literature-grounded large-scale OR problems for efficient algorithm design (NeurIPS 2026 Datasets and Benchmarks Track).

   Python 43 1