Access Control

The AI Industry Is Laughing at a Brain-Inspired Algorithm. They’ll Regret It.

Sakana AI’s new predictive coding model achieves just 85% on MNIST, prompting the AI community to dismiss it. But in rushing to mock its empirical performance, we are ignoring a biologically plausible learning algorithm that maps to the brain’s Free Energy Principle—and repeating the exact mistake we made with backpropagation decades ago.

Your AI Boyfriend Is a Threat to National Security

When the economy makes human connection a luxury good, the state will inevitably step in to regulate the cheaper alternatives. The move to ban AI companions isn’t about protecting users from tech addiction—it’s a preemptive strike against the privatization of emotional loyalty. An AI boyfriend doesn’t need a mortgage, and a chatbot doesn’t produce a taxpayer.

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

We’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 buttons—it’s an AI agent calling your APIs. If your product isn’t callable, controllable, and bound by strict governance, it will be bypassed entirely.

Apple’s ‘Openness’ Is a Trap. Here’s the Boring Reality of Their Design Magic.

Apple’s public dimensional drawings look like a rare act of transparency, but they are actually a strategic leash. By handing out static 2D PDFs instead of 3D CAD files, Apple controls exactly what accessory makers can build. And the biggest secret? Their ‘magical’ design process relies on Siemens NX running on ordinary Windows VMs.