AI & Machine Learning

Stop Trusting LLM-Generated Code. The Security Benchmarks Are a Lie.

We are deploying LLM-generated code at a massive scale, but the security benchmarks we rely on are fundamentally broken. Current tests evaluate isolated snippets, ignoring the reality that security is an emergent property of the entire agentic pipeline. If we don’t start testing how agents scan full codebases, we are flying blind.

Big Tech Says AI Wonโ€™t Kill Jobs. Donโ€™t Believe Them.

Big techโ€™s sudden reversal on AI job losses is a calculated PR maneuver to prevent regulation and maintain morale while they accelerate automation. The narrative shift is not based on new evidence but on strategic messaging. Your career stability depends on seeing through the spin, not trusting the optimists who sell the technology.

Why Taxing AI Is the Only Way to Save the Middle Class

An AI tax isn’t about raising government revenue โ€” it’s a tariff on human obsolescence. As AI replaces $100k workers with $10k of compute, taxing the $90k delta is the only way to fund the displaced worker’s survival and prevent the collapse of the middle class. This is the policy debate that will define your economic future.

Stop Asking AI for Advice. Try This Instead.

Most people treat AI like an oracle, asking it to make their hard decisions for them. But a new tool called Reloadium Decisions flips the script โ€” it forces you to name your assumptions, run a premortem, and think across three time horizons before you get any analysis. The AI isn’t the decision-maker. You are. And that’s exactly why it works.

Normal Is the New Disability: Why a Decent Life Now Requires a ‘Disordered’ Brain

Modern American life demands hyperfocus, relentless context-switching, and obsessive information processing โ€” traits that map onto ADHD, autism, and hypomania. This isn’t neurodivergent empowerment. It’s a system that has evolved to reward only cognitive extremes, leaving ordinary brains feeling broken in a world that’s actually broken by design.

Stop Expanding Context Windows. This File System Fixes AI Agent Collapse.

Context window bloat silently kills AI agent performance. Instead of cramming more into prompts, modularize skills as on-demand files. This open-source SKILL.md registry keeps agents sharp by retrieving only whatโ€™s neededโ€”proving the bottleneck is architecture, not model size.

The Chamberlain Artifacts Prove One Thing: We Wanted Her to Be Guilty

The artifacts from the Lindy Chamberlain trial aren’t just relics of a miscarriage of justice. They reveal the public’s insatiable hunger for a villainโ€”a hunger that still fuels modern media frenzies and social media pile-ons. This article argues we’re not learning from the past; we’re just gawking at our own reflection.