Control gets compliance; calibration gets coherence. Build interfaces that recognize your reasoning, adapt in micro-moments, and preserve your signature as you scale.
Your AI keeps hallucinating because you treat it like a human
If your LLM keeps making things up, the problem isn’t the model alone—it’s the frame you hand it. Treating AI like a teammate invites confident nonsense; treating it like a lens turns language into leverage. This piece shows how to calibrate prompts, anchor meaning, and design the process so you get reliable, useful output. Fix the frame and the hallucinations drop.