v1.10.0 — heal→MAPE-K, JIT IR opt, web-native addressed LM + 45% lossless web compression
LatestCore (verified — 38/38 core tests green)
- Autograd tape numerical-stability sweep. ε-clamp
tape_log, overflow-clamptape_exp, and fix thetape_pow_intbackward0·∞→NaNpoison. Full sweep: div/softmax/mean/sigmoid verified safe. - Self-healer → MAPE-K. Persistent cross-pass Knowledge (
HealClassCounts.add/last_fixpoint_knowledge) + set-signature convergence (vs bare count-equality), surfaced asheal-summaryin--checkandOMC_HEAL. HEAL validated as a generator-repair operator. - Safe self-modification.
fn_swap_verifiedgains a determinism gate + an invariant SET (array 3rd arg — accept only if every invariant holds). - JIT LLVM-IR optimization.
omnimcode-codegenoptimize()runs a curated scalar pass pipeline (mem2reg / instcombine / reassociate / gvn / simplifycfg), LSR deliberately excluded (known segfault on dual-band LCSSA loops), env-gated in the dispatch builder (OMC_HBIT_JIT_OPT). - Addressing.
fns_on_subface(3-level HAddr descent); memo cache made FIFO-bounded.
Research — web-native addressed LM (experiments/transformerless_lm/)
A transformerless LM built entirely on the addressed knowledge web — no token-prediction model anywhere.
- Two empirical oracles (held-out): execution/resolve (a sentence executes by traversing its concept-addresses over hub-damped PMI edges; AUC 0.91–0.98 real-vs-salad) and fluency (learned from the web's own transitions; AUC 0.86).
- heal-to-resolution, a concepts→sentence realizer, a recall|relate|decline tool-agent, create-by-recombination across distant sources (3-gated), and a write-don't-train self-improvement loop.
- Lossless 45% knowledge-web compression — the LM was asked how to compress itself; node-string interning + zlib delivered 9.78 GB → 5.33 GB, verified reversible, presented to all readers via SQLite views (zero reader changes).
See experiments/transformerless_lm/README.md. Data (knowledge.db etc.) is regenerable and not shipped in-repo.