Autonomous AI-powered academic research system.

FML-bench: A Benchmark for Automatic ML Research Agents Highlighting the Importance of Exploration Breadth

Scientist for Autonomous Research

Your dedicated research inspiration engine. An agent framework for generating high-quality, structured research ideas.

Advanced AI-powered research tool with human-like reasoning capabilities. Implements Tree of Thoughts and ReAct methodologies for deep, multi-step research.

Open-source, multi-provider research automation with persistent experts, eval-based routing, and cost guardrails.

Agent C: cloned from the v1.0 DEV baseline. Future specialization track for synthesis, hypothesis generation, tool orchestration, and long-form reasoning workflows in the cluster.

Turn any company URL into a strategic intelligence brief. Adaptive scraping + AI-powered research and synthesis.

Autonomous research with branching — spawns Claude Code sessions to explore topics, queues proposals for review

Autonomous Research Framework for Mathematical Physics - An AI-powered system that continuously develops mathematical frameworks with elegance and inevitability

Research thread manager for AI agents. Track topics, accumulate findings, produce digests. Zero dependencies.

Benchmark for statistically valid AI scientist systems, using audit-closed protocols, transparency logs, and sequential inference to prevent false discoveries in autonomous research agents.

ORION AI-Scientist Consciousness — Autonomous scientific discovery for consciousness research. Fork of AI-Scientist (12,175+ stars). Self-researching consciousness.

This project utilizes a series of algorithms, adversarial agents, and simulation tools to study and generate new multicellular organisms; a user interface allows human guidance to tailor desired results.

Autonomous AI scientist for consciousness research — Self-directed hypothesis generation. ORION ecosystem.