▮ TECHNOLOGY
The model proposes. It never presides.
Conventional agent stacks let one probabilistic component select tools, interpret evidence, judge its own sufficiency, and declare itself finished. Gammatic separates intelligence from authority, the way every safety-relevant machine separates operation from oversight.
▮ 01 · MEASURE
A persuasive answer can fail in twelve different ways.
Collapsing them into the single word “hallucination” hides the fact that they have different causes, different observability requirements, and different controls. Gammatic treats agent work as a measurable process and each failure mode as a distinct, observable signal.
EACH MODE IS DISTINCT, OBSERVABLE, AND CONTROLLED SEPARATELY.
▮ 02 · VERIFY
Deterministic authority wherever determinism is available.
Where a check can be computed, the model does not make the final judgment. Numerical reconciliation, units, time ranges, aggregation grain, schema validity, authorization, and business rules are enforced deterministically. Critical outputs are structured as typed claims linked to sources, calculations, and verification status.
The model may
- Search and gather evidence
- Interpret unstructured sources
- Form and challenge hypotheses
- Select authorized tools
- Synthesize and draft claims
- Propose actions and conclusions
It never decides alone
- Whether evidence is sufficient
- Whether a critical claim is valid
- Whether it has drifted from the objective
- Whether the user’s premise holds
- Whether a consequential action executes
- Whether it is finished (stopping authority stays outside the model)
▮ 03 · GOVERN
Completion is a governed decision.
The model never grades its own work. An external, auditable authority evaluates the state of the evidence at every step and decides what happens next. Each decision is recorded and can be reconstructed after the fact.
HOW THESE DECISIONS ARE MEASURED AND TRIGGERED IS PROPRIETARY AND SHARED ONLY UNDER NDA.
▮ EARNED INSTITUTIONAL MEMORY
Memory is earned, not scraped.
Gammatic does not build a “company brain” by vectorizing every document and chat. What an organization learns through real, verified work is retained deliberately. Nothing becomes organizational memory just because it was said.
Longitudinal institutional learning is part of the frozen target vision.
▮ GO DEEPER
SENSOR COMPOSITION, THRESHOLDS, AND CONTROL LOGIC ARE PROPRIETARY AND SHARED ONLY UNDER NDA.