gamma · wave 2 · controlled evidence
agγ

gamma

Deterministic code-intelligence — a capability fingerprint per file, no model, no GPU, no network.

Gamma builds a high-dimensional capability fingerprint per file and binds distributed capability signals across files into a single coordinated-pattern verdict — backdoor and exfiltration shapes that no single file reveals. Precision-favoured by design. No model inference, no GPU, no network at scan time.

evidence ledger

measured facts, not exposed machinery.

Numbers from the 2026-05-08 blind test (24 risk fragments in 5 groups + 50 innocent decoys) and the 8-repository real-world cohort. Reproducible from the pinned research corpus.

blind-test precision
1.000 · TP 5 / FP 0
false-flag rate
0.0% · 50 decoys
real public repos
0 alarms · 8 scanned
coordinated binding
backdoor + exfiltration · cross-file
per-file recall
0.208 · precision-favoured
risk-group recall
80% · 4/5 groups · blind test 2026-05-08
scan endpoint
POST /api/v1/scan_full · depth=full
scan substrate
high-dimensional · no model / GPU / net
public layer

Precision over recall.

Zero false alarms on 50 decoy files and 8 public repositories. Per-file recall is intentionally low (0.208): one flagged file is enough to triage the surrounding module. A recall-tuned profile trades precision for coverage — stated, not hidden.

gated layer

The mechanism.

Internal rule names, internal weights, the internal scoring mechanics and formula identifiers stay sealed. Known gaps (availability-class sabotage, distributed-ransomware binding) are disclosed under evaluation, not advertised.

boundaries

what it is — and what it is not.

Portal precision 1.0 is blind-test scope — recall 0.208 by design; do not mix in-tree regression KPI corpora.

repository documents

standards & licenses.

Normative files, specs, and conformance guarantees from the official repository.

README.md
gamma · PILOT
agγ
gamma

Deterministic code-intelligence. High-dimensional capability fingerprint per file.

  • Zero alarms on 8 real public scanned repositories
  • Blind-test precision 1.000 (TP 5 / FP 0)
  • Coordinated backdoor and exfiltration detection
PILOT · CODE INTEL
CHANGELOG.md
gamma · changelog
v1.4.0 2026-05-17

High-dimensional capability fingerprint. 1.000 precision, 0 false alarms.

v1.3.0 2026-03-02

Deterministic re-run guarantee — 3/3 identical across runs.

LICENSE
RESTRICTED
PROPRIETARY

Proprietary commercial license. Use, copying, or reverse engineering of the sealed engine core is strictly prohibited. Evaluators must sign the bilateral NDA.

PROPRIETARY