Automation

The Best AI Model I’ve Used All Year Can’t Write a Single Sentence

The real bottleneck of generative AI isn’t a lack of intelligenceโ€”it’s the hidden decision fatigue it transfers to humans. Jev, a new AI model that cannot generate text, proves that a machine outputting only probabilities and yes/no judgments can eliminate burnout and drive true enterprise automation.

AI Isn’t Solving Math Problems. It’s Strip-Mining Human Culture.

Timothy Gowers, one of the world’s greatest mathematicians, refused to sign a letter about AI. His reason exposes a terrifying truth: AI companies aren’t just generating answers, they are strip-mining a shared human commons. If we only reward the final output, we destroy the culture of understanding.

Stop Letting AI Write Your Code. You’re Losing the Only Thing That Matters.

AI isn’t making programming obsoleteโ€”it’s eroding the hidden fluency developers need to actually control it. If you can’t navigate your own terminal without an AI holding your hand, you’re no longer an engineer. You’re a blind supervisor, and you’re one hallucinated bug away from disaster.

AI Agents Aren’t Chatbots. They’re an Asynchronous Workforce.

The real bottleneck for AI agents isn’t raw intelligence; it’s coordination and trust. Pizza Bot, an open-source project born at Amazon, shifts background agents from chat-window babysitting to an asynchronous inbox workforce. Its true value lies not in the client app, but in the ecosystem of skills and integrations it now needs the community to build.

Stop Trying to Automate with LLMs. The Math Doesn’t Work.

LLMs face a structural scaling wall: the more output they generate, the less human oversight is mathematically possible. Worse, the AI industry’s token-based business model actively rewards volume over precision. We must stop treating AI as autonomous agents and start building systems for human oversight.

Stop Asking AI to Think. Make It Remember Instead.

We’ve been using AI completely wrong. Instead of asking it to generate ideas or write emails, its true killer app in knowledge work is carrying the cognitive load of memory. By feeding structured prompts your chat logs, AI can turn scattered fragments into tracked, comparable dataโ€”freeing your brain for actual deep work. But you must learn to manage the privacy boundaries and prompt design to stop hallucinations.

Stop Designing Screens. Your Software’s Next User Isn’t Human.

Weโ€™ve been obsessing over adding AI chatbots to our SaaS platforms, but we’re missing the real disruption. Software is shifting from discrete functions to continuous workflows, and the primary user is no longer a human clicking buttonsโ€”itโ€™s an AI agent calling your APIs. If your product isn’t callable, controllable, and bound by strict governance, it will be bypassed entirely.

You’re Not Being Hacked by Tesla. You’re Collateral Damage in the Bot Wars.

A sysadmin woke up to find Tesla, Inc. relentlessly attacking his server. The truth? It wasn’t a hack, but a terrifying new era of collateral cyber damage. Automated security bots are blindly attacking innocent bystanders based on flawed DNS inventories, leaving individuals with zero recourse against corporate automation.