Intuition Labs · φ research · 05 · measured · 19 may 2026
the sampler responds to hesitation
narrow when sure, broaden when not. one fused kernel, every token.
folded into the-signal · the sampler still does not widen with the model's hesitation while it writes; what shipped is a warmer second attempt after a failed first one, read note 32.
7.39× temperature range
T = T_base · exp(−gain · Δφ) · adaptive temperature