Every figure on this page is a reproducible measurement. No ML in the claim path. No statistical inference, no learned predictions, no human-in-the-loop at runtime. Re-execution recipe: cargo test --workspace --release.
Numbers first. Boundaries beside them.
No models. No LLM in the claim path. Every figure on this page is a reproducible measurement, not a learned prediction.
Lossless compression measured on 320,612 real on-chain transactions across 11 EVM chains. Bit-perfect round-trip on every tx. Hot for sequencers / mempool, archive for rollup batch storage.
Lossless genomic reference-delta codec. Typical chr22 compression at 0.1% mutation rate. SHA-256 integrity chain.
Each pair: a value and the boundary it was measured under. Numbers without boundaries are advertising; this page does not carry them.
320,612 real on-chain tx
6 µs / tx
79 CVEs
50 innocent decoys
0.1% mutation rate
NCBI GRCh38
DID Core 1.0 ABNF
conformant
| metric | value | benchmark | delta | status |
|---|---|---|---|---|
| Tau archive mode ratio | 4.01× | gzip −9 | +33% | verified |
| Sigma policy precision | 0.667 | rule-based IDS | n/a | pilot |
| Zeta alignment classifier | v0.1.0 | n/a (new) | n/a | alpha |
| Phi shared substrate | γ+σ+ζ | n/a (container) | n/a | substrate |
| Delta drawdown ceiling | 3.2% | 33.9% B&H | +91% | risk-management |
| Xi avalanche measurement | 43.4% | random baseline | +386% | pilot |
| DNase-H3K4me3 detector | 5.13× | 0.71% baseline | n/a | research |
Each engine addresses a distinct bounded domain. Shared substrate (Phi) provides mathematical primitives; not a separately measured product.
Ethereum-class lossless compression. 3.91× hot mode ratio at 6 µs per transaction. Bit-perfect round-trip across 11 EVM chains.
Deterministic code-intelligence. 1.000 precision on blind-test with 50 innocent decoys. Calibrated against 79 CVEs.
Lossless genomic reference-delta codec. 170× typical chr22 compression at 0.1% mutation rate. Cryptographic integrity chain.
Policy-scoped runtime guard. 4 policy modes × 4 enforcement tiers. Auditable apoptotic decision traces.
Deterministic identifier protocol. W3C DID Core 1.0 ABNF-conformant. Pure (domain, input) function — no I/O, no clock, no randomness.
Risk-management market microstructure decomposition. 3.2% drawdown ceiling vs 33.9% buy-and-hold. Drawdown control, not alpha.
Multi-modal cryptographic content provenance. 43.4% avalanche; 8 of 12 file types verified end-to-end.
Alpha pillar. Anti-spike trend classifier for sustained Gamma + Sigma divergence.
Further lab artefacts exist but are intentionally not described on the public site. Disclosure requires NDA.
"Phi hosts Gamma + Sigma; their divergence becomes Zeta. Alignment is achieved only when all four layers are deployed."
Shared analytical engine (ag_phi_core) hosting Forecast, Guard, Align in a single monorepo.
Deterministic code-intelligence. Reads structural capability composition; forecasts emerging risks.
Policy-scoped runtime guard. Auditable apoptotic decision traces.
v0.1.0 alpha pillar. Detects when Gamma and Sigma views diverge over sustained signals.
phi.hosts(gamma) + phi.hosts(sigma) → divergence(γ, σ) = zeta
Public pages must be strong enough for skeptical engineers. Partner and NDA layers protect operational detail.
Lead metrics, status stamps, guardrails, reproduction commands. The page anyone can read.
eligibility: anyone · response: instant
Expanded reports, benchmark context, evaluation kits, scoped demos for technical buyers who can reproduce.
response · 24–48h
Request Partner AccessIP detail, patent strategy, clinical-sensitive material, adversarial details, implementation internals.
response · 24–48h after verification
Enter NDA GatewayPatent priority filed. PCT process underway. Secondary filing complete. Status: patent pending. Filing numbers and primitive identifiers disclosed under NDA.
All headline numbers reproduce on commodity hardware from documented configurations. Reproduced independently on Mac arm64, x86_64 Linux server, and budget i3 Linux — identical results.
Engines are deterministic; performance is input-dependent. Clinical diagnostics and regulatory clearance are roadmap targets, not current statuses. Drawdown engines underperform indices on raw returns in stable regimes.
Single-author. Made 2024–2026. Method: deterministic, training-free. No AI/ML model is trained, downloaded, or required at runtime. Contact under access tiers.
Bit-perfect round-trip with cryptographic integrity chain for genomic codec. Deterministic re-execution for all pilot / production-candidate engines. No model, no training data. External cryptographic audit pending for content-provenance engine.
Patent filing numbers, primitive identifiers, per-chain benchmark matrices, dataset SHA chains, internal frozen-tag SHAs, eval-kit Docker image, security-posture details — disclosed under bilateral NDA.
enter NDA gatewayBoundaries stated openly — not as fine print, not at the bottom of a card. Reading these now is as honest as reading the numbers above.
·No clinical diagnostic claim. Helix is research-grade. Genomic interpretation belongs to clinicians.
·No FDA, CE, or any regulatory clearance. Pursuing these is a roadmap target, not a current status.
·No general-purpose compressor. Tau is calibrated for EVM-class transactions; adversarial random bytes fall through to opaque encoding.
·No universal classifier. Gamma operates on a capability lattice — out-of-distribution code returns "unclassified", never a false verdict.
·No SaaS hosting. Single-workstation deterministic engines, not a managed service.
·No alignment / AGI claim. Zeta is an alpha-stage divergence detector, not a solution to the alignment problem.
·No LLM at inference. No model is trained, downloaded, or required at runtime by any engine.
·Delta is risk-management, not alpha generation. Underperforms indices on raw returns in stable bull regimes.
·External cryptographic audit pending for Xi. Other engines have internal property tests only.
·Bus factor 1 — single-author across the portfolio. Continuity considerations gated to partner-tier conversations.
Certain proprietary primitives across the portfolio are maintained as trade secrets pending pertinent patent grants. The specific constructions, parameters, and internal identifiers are disclosed under bilateral NDA only.
All software, documentation, and educational materials © 2024–2026 Mikhail Kostan. Protected under international copyright law.
all rights reserved
Verification suite for ag-id available under MIT + Apache-2.0 dual licence. All other engines proprietary; commercial deployment requires bilateral agreement.
dual licensing for ag-id only