AI Limitations

The LLM Design Trap: Why Your AI Assistant Is Lying to You

LLMs sound brilliant at engineering but have zero spatial reasoning. The more fluent the suggestion, the more dangerous. The fix isn’t a better world modelโ€”it’s forcing the AI to output executable geometry (OpenSCAD, build123d) and rendering it for external validation. Stop trusting the words; start testing the shapes.

Stop Asking AI to Predict the Future. It’s a Mirror, Not a Prophet.

LLMs don’t predict the future โ€” they amplify the cultural biases, sci-fi tropes, and historical patterns embedded in their training data. Every forecast is a mirror of our collective imagination, not an objective look ahead. The real value of asking an AI about tomorrow is uncovering the assumptions we hold today.