Academia

The Stupidest AI Benchmark on the Internet is Actually the Smartest

Multi-billion-dollar AI labs use sanitized benchmarks to prove their models are “safe,” showing us endless pelicans on bicycles. But true model robustness isn’t tested by corporate datasets—it’s tested by the internet’s relentless, crude humor. Welcome to Assbench, the absurd benchmark exposing what AI actually understands.

AI Isn’t Replacing Mathematicians. It’s Hijacking Their Authority.

AI companies aren’t actually replacing mathematicians—they are hijacking their credibility. By forming advisory groups, tech giants are borrowing the legitimacy of top minds like Terence Tao to validate AI results, creating a dangerous blueprint for hijacking institutional authority across every credentialed field.

Tech Giants Are Paying Elite Professionals to Dig Their Own Graves

Tech giants like Tencent and ByteDance are quietly launching platforms to crowdsource elite professionals—doctors, lawyers, and engineers—as gig workers to train their AI models. This isn’t just an AI talent war; it’s the commoditization of white-collar labor. They are paying experts to build the very systems that will eventually undercut their professions, turning hard-won expertise into cheap, disposable data.

Stop Arguing About ‘A Historic’ vs. ‘An Historic’. You’re Just Exposing Your Accent.

The ‘a vs. an’ rule isn’t a standardized grammatical law—it’s a phonetic reflex designed to keep your vocal cords from doing gymnastics. Grammar pedants who argue over ‘a historic’ versus ‘an historic’ aren’t defending universal truth; they’re just broadcasting their regional accents. Stop memorizing rules and start trusting how you actually speak.

AI is Making Mathematical Proofs Worthless. Mathematicians Are Panicking.

AI is making proof generation cheap, exposing mathematics’ over-optimization around measurable deliverables. As the field retreats to ‘human intuition,’ it faces a terrifying reality: AI will automate that too. The real crisis isn’t about what AI can’t do, but why we defined our worth by competence at all.

Stop Trusting Peer Review. Open Source Software Is the Only Real Science Left.

We are taught that science is the ultimate open frontier, but modern academia is a prestige economy that incentivizes hoarding data. The real barrier to open science isn’t missing tools—it’s the terrifying reality that most peer-reviewed truths would collapse if anyone actually tried to run them. True science isn’t a PDF; it’s an executable environment.