The Map and the Territory: Why Capability Is Not the Same as Reliability
Capability is advancing faster than reliability. LLMs model language—a lossy map of reality—so fluency scales, but truth doesn’t. The key constraint isn’t compute, but grounding, objectives, and stable learning dynamics.