articles
Long-form notes that thread several instruments and metrics together — architecture, evidence, and the language of the surface.
The compression industry is optimising the wrong number
Everyone races to shrink blockchain data. Almost nobody measures the only operation that runs a billion times a day: reading one field back out.
read →Structure-aware storage for blockchain data
Tau stores blockchain structure, not just bytes — 5.53× lossless on the public RPC-JSON demo corpus, reproduced across six machines.
read →Sealed core, public evidence
The trust model behind the lab: sealed cores, reproducible public evidence, and a licensing model that does not disclose source code.
read →Morphological integrity: the geometry of truth
Typography and phrase-rotation notes — the morphological language of the surface, kept honest.
read →Gamma: code intelligence beyond linting
Gamma reads a repository as a changing system of capabilities — surfacing architecture-level risk that no single lint rule can see.
read →Sigma: runtime guardrails with auditability
A policy-scoped runtime guardrail with auditable decision traces and staged enforcement — security you can explain.
read →Zeta: two views, one consistency check
Zeta compares two independent views of the same system and reports whether they still agree — an alignment floor for complex systems.
read →Helix: deterministic infrastructure for genomic workflows
Deterministic infrastructure for genomic representation and verification — reproducible, auditable, honest about scope.
read →Delta: honest market-structure analysis
A deterministic research framework for market microstructure and risk — reproducibility and transparent limitations over promotional alpha.
read →Xi: provenance for AI-era content
Sigil attaches tamper-evident provenance to content and verifies it later — identity, transformation history, and forensic recovery as one workflow.
read →Pi: compact memory for agents
compact agent memory turns important state into compact, identity-bound memory objects — continuity for agents without dragging the whole history.
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