Show HN: The "Structural Formula" of LLMs – No more black boxes

github.com/kuruitinoji-sys

1 point

Kuruitinoji

5 months ago

For too long, LLMs have been treated as unpredictable black boxes. This framework redefines inference as a dissipative dynamical system, providing a "thermometer" for AI stability and a mathematical blueprint of thought flow.