Скачать или смотреть aiXiv: The Future of AI-Driven Scientific Discovery, From Draft to Peer-Reviewed Paper

🚀 AI Research, Reinvented with aiXiv

AI can now do more than just assist; it can draft proposals, run experiments, write papers, and even review them.

The world’s top universities, from the US, UK, EU, China, Singapore, Canada, and Australia, have teamed up to build aiXiv, a next-generation open-access platform that integrates:

🔹 Multi-agent collaboration: AI and humans co-author and review in a seamless loop.
🔹 Retrieval-augmented feedback: Grounded critiques to enhance clarity, novelty, and feasibility.
🔹 Prompt-injection defenses: 5-layer security pipeline for safe, high-integrity reviews.
🔹 Iterative refinement: Every submission improves through structured revision cycles.

The results?

▪️ 77% accuracy in proposal rankings
▪️ 81% accuracy in paper-level reviews
▪️ Prompt injection detection up to 87.9%
▪️ Post-revision acceptance rates jumped from 10% → 70% for papers and 0% → 45% for proposals

This isn’t just a preprint server. aiXiv is a closed-loop ecosystem that raises the bar for scientific publishing by ensuring every paper gets better with each cycle.

🔗 Read the paper: arxiv.org/abs/2508.15126

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