AI & Machine Learning

Rewriting Legacy Code Is a Trap. Here’s the Truth.

Microsoft killed FoxPro in 2007, but the business world never stopped running on it. The true lock-in of legacy software isn’t the vendor or the syntax—it’s the invisible, 20-year-old business logic that has been debugged and depended on. Rewriting that logic is the real gamble, making the backward-looking move the most risk-averse path forward.

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 Didn’t Make Software Easy. It Just Moved the Suffering.

AI and vibe coding have made generating code effortless, creating a dangerous illusion that software is finally easy. But the visible part of coding is just shrinking. The real cognitive burden—wiring systems, handling edge cases, and carrying endless maintenance—is heavier than ever. AI didn’t kill the hard part of software; it just relocated it.

Your AI Agent Is Bleeding Tokens. Stop Treating It Like a Chatbot.

The tech industry is obsessing over AI model benchmarks, completely ignoring a massive infrastructure flaw. By forcing advanced, asynchronous AI into synchronous chat interfaces, we are burning compute and killing interactivity. The next AI leap won’t come from smarter models, but from asynchronous actor systems.

Stop Trusting AI Benchmarks. They’re Lying to You.

AI providers are optimizing for launch-day benchmark optics, resulting in silent model degradation that burns developers. The true cost of AI isn’t the token price, but the engineering overhead required to babysit models that secretly regress after the hype fades.

Stop Trying to Cure Aging. It’s an Evolutionary Hit Job.

We treat death like a software bug, but what if it’s a feature? The programmed aging hypothesis suggests your body is actively assassinating you to make room for the next generation. Immortality isn’t the ultimate cure—it’s an evolutionary death trap that halts the species’ ability to adapt. Here’s why fighting aging means fighting your own biology.

Stop Celebrating the Decline of Drinking. We’re Just Broke.

The Gallup poll showing record-low drinking in America is being celebrated as a wellness win. It’s a lie. We aren’t getting healthier; we’re just broke. The alcohol industry priced out the middle class, driving Americans to cheaper, more accessible escapes like cannabis, sports betting, and doomscrolling. We haven’t cured our need to escape—we’ve just outsourced it.