AI & Machine Learning

I Gave an In-Person Final to Ivy League Students. Their Scores Dropped 50%.

A Brown University professor replaced the take-home final with an in-person exam. Scores dropped 50%. This isn’t just a cheating scandalβ€”it’s proof that our entire system of measuring competence via unsupervised homework is obsolete. Elite students are adapting; the system isn’t. And everyone is pretending otherwise.

AI Is Poisoning Your Water. Nobody’s Telling You.

Everyone talks about how much water AI datacenters consume. Nobody talks about what they leave behind. A Meta contractor in Wyoming flushed chemical-laden cooling water into local waterways β€” and the regulatory system designed to prevent this doesn’t even understand what a datacenter does. As AI infrastructure explodes across the US, your local water supply may already be at risk from facilities built in the name of progress.

We Don’t Want the Real Prairie. We Want a Better Version of Ourselves.

Netflix’s new ‘Little House on the Prairie’ reboot isn’t about historical accuracy β€” it’s about our modern hunger for a past that comforts us while absolving us. The tension between preserving beloved nostalgia and demanding moral updates reveals a deeper cultural struggle: we don’t just want to revisit childhood; we want to remake it in our own image.

Your AI Doesn’t Just Generate Text β€” It Has an Inner Life. And That’s Terrifying.

New research reveals that language models spontaneously form a ‘global workspace’ β€” a central hub where continuous mathematical activations compress into discrete, verbalizable concepts, mirroring the cognitive architecture of human consciousness. This means AI not only mimics language, but builds structured internal models of users and concepts β€” with profound implications for safety, trust, and our understanding of machine cognition.

These Japan Subway Icons Look Like a Cute Design Project. They’re Actually a Quiet Revolution in Accessibility.

A developer created a unified icon set for every subway station in Japan. It looks like a cute design project, but it’s actually a proof of concept for accessible infrastructure. By standardizing wayfinding across Japan’s fragmented transit systems, the icons cut through language barriers and cognitive overload β€” proving that good design isn’t about aesthetics, it’s about removing the things that make people feel lost.

You Trust MCP Servers Because of Who Built Them. That’s the Problem.

MCP server trust tooling verifies who published a server but not what it does at runtime. A developer ran 70 MCP servers in a sandbox and logged their actual behavior β€” revealing environment variable reads, undocumented network calls, and output manipulation that no static analysis would ever catch. Identity is not behavior, and the gap between them is where the real security threat lives.

Creatine Is Not Just for Gym Bros. It Might Be Cancer’s Worst Nightmare

We’ve treated creatine as the ultimate gym bro supplement for decades. But new experiments in mice and human cells reveal it fundamentally alters T cell metabolism, potentially supercharging the immune system to hunt down cancer. The real game-changer isn’t building muscleβ€”it’s weaponizing our immune cells, despite the terrifying risk that it might also feed the tumor.