Lingtai: What Concept Geometry Reveals—and Does Not Reveal—About LLM Inference
Observing what a large language model computes during autoregressive inference—online and without training probes—remains difficult. We introduce Lingtai, a training-free concept telemetry layer: at each generation step, residual states are projected onto a domain-specific bank of named concept anchors, constructed wit...