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A balance scale shows the two ICML review policies landing on nearly identical scores and verdicts, while a cracked lock marks the 36.5% of reviewers who broke their assigned rule.
🤖 Artificial Intelligence Study

ICML 2026's 24,000-Paper Trial Finds LLM Review Policies Barely Move Outcomes, but a Third of Reviewers Broke Them

A randomized experiment across ICML 2026, covering 24,661 submissions, found that banning versus permitting limited LLM use in peer review …

EduFabTech · 1h ago · 4 min read
A single glowing ring stamped with quantum-lattice-gate modules represents one Floquet drive cycle replacing the ghostly stack of thousands of cycles the old method needed.
🔭 Science Study

A Single-Cycle Gate Method Could Cut Quantum Error-Correction Time by Over 1,000x

A Physical Review Letters paper from Chalmers University of Technology and Tianjin University describes a Floquet control method that synth…

EduFabTech · 17 Sep 2026 · 4 min read
A "words vs. action" gauge shows 68% of CoARA action plans use "open science" language, but most specific practices are documented in under 20% of the 248 plans.
🎓 Education Study

A Count of 248 Research-Assessment Reform Plans Finds Values Stated, Operational Change Lagging

A content analysis of 248 action plans filed with Europe's Coalition for Advancing Research Assessment finds open-science language widespre…

EduFabTech · 15 Sep 2026 · 4 min read