_1: Initial ES Experiments
Event Space discovery, activation probing, RNN-UM mapping
- Empirical 5 ESs identified (Digits, Punct, Vowels, Whitespace, Other)
- Theory Claimed 59% of compression explained
- Later Refuted Baseline comparison was wrong
_2: Tock Methodology
ES extraction, joint event spaces, critical analysis
- Empirical ES captures only 15.9% of 1-step MI
- Theory Critique paper: "The 53% Illusion"
- Theory Quotient renormalization and max entropy
_3: Memory Traces
Time, integration, factor maps, pattern injection theory
- Theory Factor maps as patterns on U²
- Theory ω∞: The sky-hook problem
- Theory Pattern injection theory developed
_4: Pattern Injection
SVD factorization, unification, time-energy, memory depth
- Empirical 1 bit/char head start (5.46 → 4.47 bpc)
- Empirical SVD components interpreted (97.5% + 2.5%)
- Theory Q = λ unification (Bayes/Thermo/Quotient)
- Theory bits ∝ h/time (Landauer + Planck)
- Unexpected Memory depth flat, not decaying as predicted
_5: Retrospective (current)
Looking back, testable predictions
- Theory 8 testable predictions recorded
- Theory Lessons learned documented