AI & Machine Learning

Stop Saying ‘Just Sandbox the LLM.’ The Real Vulnerability Is Something You Can’t Contain.

The common advice to ‘sandbox the LLM like SQL injection’ misses the real problem: LLMs are probabilistic, persuasive systems that can’t be deterministically contained. Their flexibility is both their power and their vulnerability. True security requires accepting that traditional boundaries don’t apply.

Oxide Raised $445M. They Ignored a VP of Engineering Spending $900k/Year on AWS.

Oxide Computer raised $445M, but a VP of Engineering spending $900k/year on AWS never got a response to his sales inquiry. The real problem isn’t hardwareβ€”it’s ignoring qualified buyers. Funding validates vision, not customer acquisition. Here’s the due diligence test every VC needs to run.

Tesla’s Camera-Only Self-Driving Is a Bet You’re Not Ready to Make

Waymo’s CEO just called out Tesla’s camera-only self-driving as a dangerous bet. The real debate isn’t cost or beauty β€” it’s validation. Can software truly replace direct depth measurement? Or are we running an uncontrolled experiment on public roads? This article breaks down why the choice between cameras and lidar is a choice between trust and measurement.

The Best Arena Shooter of 2024 Has No Install Button

Sagorax is a WebGPU-powered arena shooter that runs in a browser tab with graphics that rival desktop games β€” no install, no launcher, no friction. But the real story isn’t the technology. It’s that browser-based AAA gaming is now technically solved, and the only remaining bottleneck is whether anyone will actually show up to play.

The Lawn Mowing Lie: Why ‘Better’ Is a Trap and You’re Playing the Wrong Game

The Pudding’s interactive lawn mowing puzzle revealed a universal truth: people aren’t bad at mowing, they’re optimizing for different things. Commenters who ‘corrected’ the author weren’t exposing flawed logicβ€”they were asserting their own priorities while claiming objectivity. This is about more than grass: it’s why we argue about everything from dishwashers to spreadsheets.

Your Power Bill Is Quietly Subsidizing Big Tech’s AI Habit

AI data centers are driving massive grid infrastructure costs β€” and under current rate structures, residential and small-business customers are picking up the tab. While tech giants negotiate sweetheart deals and regulators look the other way, your electricity bill climbs to subsidize facilities you’ll never benefit from. The real debate isn’t about how much power AI consumes. It’s about who pays for the grid it demands.

The npm Setting Nobody’s Talking About That Stops Supply Chain Attacks

The Keyv/Cacheable npm worm compromised over 350 packages by exploiting our trust in popular packages. The fix isn’t better detectionβ€”it’s a single line in .npmrc: min-release-age=30. This simple time delay blocks opportunistic supply-chain attacks because attackers can’t afford to wait weeks for their malware to spread. Add it now.

AI Progress Is a Lie. Here’s the Uncomfortable Truth.

The era of exponential AI growth is stalling, but not because the models are getting worseβ€”because the benchmarks we use to measure them are saturated. We’re training machines to pass exams rather than learn subjects, overfitting to narrow metrics and calling it innovation. The easy wins from scaling are over; genuine intelligence requires a completely new approach.