cd ~/experiments && ls -l
lab notes ~~ measured claims only. one series, in reading order
reservoir-lm
suffix-tree geometry and a readout-dependent edge in reservoir language models
2026-08
funhouse
interference without dynamics: random window features as a null model for reservoir language models
2026-08
tiny-actors
language modeling without arithmetic: a thousand random automata, a subcritical optimum, and a champion that is 86% lookup table
2026-08
readout-relative-edge
how much past should a machine hold? the series capstone: optima track task value, and a capture-scaling equation that holds
2026-08
mold
three slime-mold machines, three mechanistic negatives: a map of which biological levers don't reach language, and why
2026-08
echo-library
a reservoir plus a training-free episodic memory finally beats the 5-gram baseline ~~ 2.054 test bpc, the program champion
2026-08