Accountability

AI Didn’t Write 17% of the Linux Kernel. Corporate Egos Did.

A recent report claims AI generated 17.25% of Linux Kernel patches in September. But that number isn’t a triumph of machine intelligence—it’s a metric of corporate compliance. As developers feel pressured to adopt AI tools from the very companies selling them, we are trading long-term system stability for a short-term velocity high, pushing unaudited code into the world’s most critical infrastructure.

The AI Hallucination Panic in Finance Is User Error. Here’s the Truth.

The reported unreliability of AI in finance isn’t a technological failure—it’s a testing failure. By using lower-tier, non-reasoning models for complex financial queries, testers are judging reasoning-capable technology using outdated parameters. The real danger isn’t an overconfident machine; it’s a misinformed public making financial decisions based on fundamentally flawed tests.

Stop Building Autonomous AI Agents. Try This Instead.

The dream of autonomous AI agents replacing your customer service team is a costly lie. In production, autonomous agents are mostly useless and often harmful. The real secret to production-grade AI isn’t model capability—it’s rigorous knowledge engineering, deterministic workflows, and a ruthless accounting of every penny. Stop trying to build AGI for your help desk.

The ‘Software Factory’ Is a Lie. Here’s the Truth About AI Coding Agents.

The software factory pattern promises to remove humans from the delivery pipeline. Instead, it shifts the bottleneck to the most unglamorous, human-heavy work imaginable: UI verification, prompt orchestration, and runaway token bills. Automating output without automating judgment doesn’t build systems. It builds a pile of unvalidated artifacts.

Washington Isn’t Getting Fooled By AI. They’re Buying Garbage With Your Money.

You think politicians are just too out of touch to understand AI. They know exactly what they’re doing. Washington isn’t buying AI systems for capability—they’re buying them for performative leadership. Frontier labs sell the narrative, politicians use your tax dollars to pay for it, and actual governance suffers. It’s not a market failure; it’s a system designed to make you pay the cost.

Sam Altman Isn’t Warning the UN About Skynet. He’s Begging for a Bailout.

Sam Altman briefing the UN Security Council isn’t a warning about existential AI risk—it’s a calculated geopolitical maneuver. Facing cheaper open-weight competitors and unsustainable data center debt, Altman is weaponizing ‘AI safety’ to secure regulatory moats, escape bad contracts, and crush open-source rivals. We are watching regulatory capture unfold in real-time.

Public Shaming Doesn’t Stop the Surveillance State. It Builds It.

We cheered when public shaming demoralized Flock’s surveillance-state builders into quitting. But this moral schadenfreude hides a chilling twist: shame acts as a filter, purging employees with a conscience and leaving behind a radicalized core of zealots. We aren’t stopping the dystopia; we’re staffing it.