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NeurIPS

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RESEARCH · 1 SOURCE · The Decoder

arXiv caps submissions at two per person per month starting Oct 1, 2026

arXiv will limit submissions to two papers per person per calendar month beginning Oct 1, 2026 (the existing cap of three active submissions remains). The rule — which counts rejected papers toward the limit unless deleted — responds to a surge in submissions (40,363 in Sept 2026) partly driven by AI tools and is intended to ease overload on volunteer moderators handling many low-quality, micro-result, and AI-written papers.

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RESEARCH · 1 SOURCE · The Decoder

ICLR 2027 attracts roughly 50,000 abstracts before deadline

ICLR 2027 has already received about 50,000 abstracts ahead of the submission deadline, compared with roughly 19,500 valid submissions to ICLR 2026. Observers attribute the surge to broader AI hype, corporate incentives tied to publications, authors hedging by submitting before NeurIPS results, and faster paper production aided by AI, raising concerns about low-quality AI-generated papers and strains on peer review.

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RESEARCH · 1 SOURCE · arXiv cs.AI

ScientistTwo (arXiv:2609.19644v1): autonomous multi-agent framework for end-to-end scientific discovery

A new arXiv preprint (arXiv:2609.19644v1) introduces ScientistTwo, a fully autonomous multi‑agent framework that—given an initial research problem—claims to establish baselines, formulate hypotheses, run experiments and ablations, and validate results via a closed‑loop simulated peer‑review engine without human intervention. The paper reports benchmarking against work from top ML venues (ICLR, ICML, NeurIPS) and asserts that ScientistTwo autonomously produces expert‑level, publishable papers and executable code that outperform human state‑of‑the‑art models and receive higher average ratings from automated reviewers (claims as stated by the authors in the preprint).

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