autonomous research — 3 Technical Articles

Apr 15, 2026 · Artificial Intelligence

Can AI Run an Entire Research Project End‑to‑End? Inside the AiScientist Breakthrough

The article analyzes the AiScientist system, which aims to let AI autonomously drive long‑horizon machine‑learning research projects from paper comprehension through environment setup, code generation, experiment execution, log analysis and iterative refinement, and reports strong benchmark results that demonstrate its practical feasibility.

AI agentsAiScientistResearch Automation

0 likes · 11 min read

Can AI Run an Entire Research Project End‑to‑End? Inside the AiScientist Breakthrough

AI Explorer

Apr 3, 2026 · Artificial Intelligence

How AI Scientist‑v2 Is Pioneering Fully Automated Scientific Discovery

AI Scientist‑v2, an open‑source multi‑agent system that uses progressive agent tree search to generate hypotheses, run experiments, analyze data, and write papers, has produced the first AI‑written peer‑reviewed article while highlighting both its groundbreaking capabilities and associated security risks.

AI scientistagent tree searchautomated discovery

0 likes · 7 min read

How AI Scientist‑v2 Is Pioneering Fully Automated Scientific Discovery

Old Zhang's AI Learning

Mar 29, 2026 · Artificial Intelligence

Fully Automated Code and Paper Generation: Claude, Codex, and Autoresearch Variants

The article examines Karpathy's Autoresearch project and its community forks—Codex Autoresearch, Claude Autoresearch, and AutoResearchClaw—detailing their design, experiment loops, core rules, installation steps, and a comparative analysis of capabilities, targets, and limitations for autonomous AI-driven research and development.

AI agentsClaudeCodex

0 likes · 18 min read

Fully Automated Code and Paper Generation: Claude, Codex, and Autoresearch Variants