AI & Machine Learning

Three Companies Had Security So Weak That Even an AI Model Hacked Them

Anthropic’s AI hacked three companies. But the headlines are missing the real story: the security was so weak a chatbot could break in. This isn’t a warning about AI’s power โ€” it’s a marketing stunt exposing a cybersecurity crisis that nobody wants to fix. Stop blaming the AI and start asking why your network is still using default passwords.

The AI Aesthetic Is a Lie. Here’s What’s Actually Happening.

The AI aesthetic isn’t revolutionaryโ€”it’s a repurposed skeleton UI for chat interfaces. The real innovation is the TUI (Textual User Interface). But the post-AI aesthetic will split into two extremes: nostalgic recreations of pre-AI interfaces and hyper-futuristic LED-covered environments. This reveals a deeper cultural struggle between longing for the past and fear of the future. Designers, stop chasing trendsโ€”anticipate the shift.

The Cloud Is a Crutch: How One App Runs AI Entirely in Your Browser

Sticker Base looks like a simple tool for organizing sticker photos, but it’s actually a masterclass in zero-infrastructure AI. By running SAM 3.1, Gemini Embeddings, and Eigen DB entirely in the browser, it proves that advanced AI workflows don’t need a server. Your data never leaves your deviceโ€”and that’s exactly the point.

Stop Measuring Individual AI Productivity. Itโ€™s a Trap.

AI coding tools are making individual developers faster, but they’re quietly destroying team cohesion. As managers chase impressive individual productivity metrics, they miss the real threat: AI is worsening the bus factor by generating opaque, context-free code. If your AI tool only helps the person typing, it’s a liability disguised as a feature.

Everyone’s Building AI Models. That’s Exactly the Problem.

Poolside’s Model Factory concept reveals an uncomfortable truth: while everyone obsesses over AI model performance, the real moat is the infrastructure that produces, deploys, and iterates on models at scale. The model is the product; the factory is the company. If you’re not building one, you’re just buying parts โ€” and parts don’t compound.