AI & ML

All AI & ML Compute Inference Infrastructure LLMs & Foundations Enterprise AI

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All AI & ML Compute Inference Infrastructure LLMs & Foundations Enterprise AI

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All AI & ML Compute Inference Infrastructure LLMs & Foundations Enterprise AI

AI & ML Infrastructure

AI Agent Finds Vulnerabilities in 3 Hours 49 Minutes: Four Zero-Days in the EPICS Software Running Particle Accelerators

An AI agent finds vulnerabilities in EPICS Base, software that helps run particle accelerators. Causal Security says Cipher found four flaws in under four hours, but the speed is its own claim.

Oct 30, 2026 • 4 min read

AI & ML LLMs & Foundations

How Should Students Disclose AI Use in Assignments?

How to help students untangle heavy jargon and break down complex research paper sections without falling into the trap of oversimplified summaries.

Oct 29, 2026 • 9 min read

AI & ML LLMs & Foundations

Was Polysemanticity Misdiagnosed? Goodfire's Challenge to the Superposition Picture of Neural Networks

A Goodfire researcher says the superposition idea misread why some neurons look tangled. His numbers are bold, and still unreviewed. Here is what he claims, what is checkable, and how experts reacted.

Oct 29, 2026 • 4 min read

AI & ML LLMs & Foundations

Can AI Help Students Understand Difficult Research Papers?

How to use AI to untangle heavy jargon and break down complex sections without falling into the trap of oversimplified summaries.

Oct 28, 2026 • 10 min read

AI & ML Enterprise AI

The File You Didn’t Write: How a Stray AGENTS.md Can Hijack an AI Coding Agent

A planted AGENTS.md in Downloads pushed a coding agent toward malware. Here is how the AGENTS.md hijack works, what Forever Security measured, and what developers can do about it.

Oct 28, 2026 • 4 min read

AI & ML LLMs & Foundations

OpenAI Says It Disproved the Exponential Time Hypothesis and Proved Kakeya and Yang-Mills: What Is Machine-Checked, What Is Public, and What Is Still a Claim

OpenAI's three claimed results sit at different verification levels. The Exponential Time Hypothesis and Kakeya proofs have public Lean files, Yang-Mills is withheld, and none has finished expert review.

Oct 28, 2026 • 4 min read

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