The Reading Corner

Hallucination vs Accuracy: A Practical LLM Trust Check (2025 Bench)

If you’ve ever asked an LLM a “simple” academic question and gotten a confident, polished answer… only to later realize...

Oct 21, 2026 0

Scientific writing doesn’t sit still. Each new wave of papers borrows patterns from what came before—then quietly nudges the norms...

Oct 20, 2026 1

Introduction: Your GEO Audit Might Be Testing the Wrong Place If you’ve been experimenting with generative search optimization (GEO), you’ve...

Oct 20, 2026 0

Introduction: the log-log barrier for submodular facility costs Submodular facility location (often shortened to SFL ) is the kind of...

Oct 19, 2026 0

Introduction: why “mixing” got faster—again If you’ve ever tried to sample from a complicated probability distribution, you know the frustrating...

Oct 19, 2026 0

Dark energy and modified gravity are still “open mystery” territory: we know the universe’s expansion is accelerating late-time, but we...

Oct 18, 2026 0

Introduction: the new citation battleground is inside the model Generative search engines like ChatGPT, Gemini, and Perplexity don’t just answer...

Oct 18, 2026 0

Introduction: What a citation really means in ChatGPT Web If you’ve ever tried to figure out why one webpage shows...

Oct 17, 2026 0

Introduction: When you remember the idea, not the paper Ever tried to Google something like “a circuit transformation that only...

Oct 17, 2026 0