The Reading Corner

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ChatGPT Health Advice Safety in Real Use Across 4 Global South Countries

ChatGPT Health Advice Safety in Real Use Across 4 Global South Countries

ChatGPT is increasingly getting pulled into real health decisions—people ask about symptoms, medications, whether to seek urgent care, and even...
Oct 14, 2026 0
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Boundary hot-spots survive rough edges in 2D Neumann theory

Boundary hot-spots survive rough edges in 2D Neumann theory

Introduction: hot-spots geometry without smooth boundaries If you’ve ever stared at a vibrating membrane and wondered where its “most active”...
Oct 13, 2026 0
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Can AI Reason Visually Without Language? GenVerOpt

Can AI Reason Visually Without Language? GenVerOpt

Most people can “reason” with their eyes—puzzles, maps, diagrams, medical scans, you name it. But modern AI has a weird...
Oct 12, 2026 0
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Reversing the Radius of Comparison Puzzle via Mean Dimension

Reversing the Radius of Comparison Puzzle via Mean Dimension

(amenable actions + URP/COS link) Introduction: why “mean dimension” and “comparison” secretly talk to each other If you’ve ever wondered...
Oct 11, 2026 0
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Viscosity Solutions Can’t Pin Down the RHS: A 4D Counterexample

Viscosity Solutions Can’t Pin Down the RHS: A 4D Counterexample

Introduction: When one function can satisfy many “different” equations Hamilton–Jacobi equations show up everywhere—control theory, optics, even the shape of...
Oct 11, 2026 0
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Higher-Order Stirling Triangles: the Log-Concavity Breakthrough

Higher-Order Stirling Triangles: the Log-Concavity Breakthrough

arXiv based on [https://arxiv.org/abs/2610.09362](https://arxiv.org/abs/2610.09362) Introduction If you’ve ever stared at those famous combinatorics “triangles” (binomial, Stirling, Eulerian) and wondered why...
Oct 10, 2026 0
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Real Solutions in Counting Hierarchy: `∃ℝ ⊆ CH`

Real Solutions in Counting Hierarchy: `∃ℝ ⊆ CH`

Introduction: ETR gets a new home in complexity land If you’ve ever wondered whether a system of polynomial equations and...
Oct 10, 2026 0
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Defensive Writing Is Creeping Into GPT-Edited Papers—And It’s Hard to Catch

Defensive Writing Is Creeping Into GPT-Edited Papers—And It’s Hard to Catch

Introduction: When GPT “helps,” it can silently weaken your claims If you’ve used ChatGPT (or a similar tool) to polish...
Oct 9, 2026 0
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LLM Text-Detector Failure: Why Model Turnover Breaks AI Screening in Science

LLM Text-Detector Failure: Why Model Turnover Breaks AI Screening in Science

Scientific journals have started using AI-written-text detectors to screen submissions—quickly deciding whether a manuscript looks “human” or “AI-assisted.” The problem...
Oct 9, 2026 0
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