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  "text": "Holy shit...Someone built an AI system that takes a research idea and outputs a full academic paper. Real citations. Real experiments. Conference-ready LaTeX. Zero human input.\n\nIt's called AutoResearchClaw. And the pipeline is insane.\n\nHere's what actually happens when you type one command:\n\nIt searches arXiv and Semantic Scholar for real papers. Not fake citations  actual literature with 4-layer verification: arXiv ID check, CrossRef DOI lookup, Semantic Scholar title match, and LLM relevance scoring. Hallucinated references get killed automatically.\n\nThen it designs and runs real experiments. Hardware-aware auto-detects whether you have NVIDIA CUDA, Apple MPS, or just CPU, and adapts the code accordingly. When experiments fail, it self-heals. When results don't support the hypothesis, it pivots to a new direction on its own.\n\nThen it writes the paper. 5,000-6,500 words. Section by section. Multi-agent peer review with methodology-evidence consistency checks. Then it revises based on those reviews.\n\nThen it outputs conference-ready LaTeX. NeurIPS, ICML, ICLR templates. Compile-ready for Overleaf. BibTeX references auto-pruned to match inline citations.\n\nThe whole thing runs across 23 stages and 8 phases. Three human-approval gates if you want them. Or just pass --auto-approve and walk away.\n\nWhat you get back:\n\n→ Full academic paper draft\n→ Conference-ready LaTeX + BibTeX\n→ Experiment code + sandbox results + charts\n→ Peer review notes\n→ Verification report on every citation\n\nThis is what autonomous scientific research actually looks like in 2026.\n\n100% Opensource. MIT License.\n\nLink in comments.",
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