Astrophysics

An AI Just Wrote a Peer-Reviewed Physics Paper. It Doesn’t Even Know What Physics Is.

📅 July 10, 2026 📂 AI & Machine Learning

An autonomous LLM pipeline just produced a physics research paper that passed peer review — without understanding a single concept in physics. This reveals something unsettling: scientific novelty can emerge from pure pattern completion, not human intuition. The bottleneck was never genius. It was always data. And that changes everything about what it means to be a scientist.

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The Brutal Truth About Teaching Yourself Physics (From Someone Who Watched It Fail)

📅 July 10, 2026 📂 AI & Machine Learning

The dream of teaching yourself physics from scratch is powerful, but it ignores the real barrier: feedback loops. Without professors, peers, and graded exams, most self-learners hit a wall. This article reveals why the popular self-study guide is both a gift and a trap, and what you actually need to succeed.

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