Fixed rules. Derived conclusions.
Like a formal logic system, EVE operates on stable inference rules that derive verified outputs from approved premises. The core is stable. Knowledge expands as new premises are approved. This is Verified Intelligence.
The Principle
Expanding Knowledge
EVE can expand to new knowledge domains as approved premises are added. Each new corpus follows the same primitive. New premises, new conclusions.
Stable Core
The inference rules are stable. Human-approved knowledge becomes verified premises. AI outputs are derived conclusions. Same input → same output.
Why This Matters for AI
The Problem with Probability
Conventional AI operates on probability. Ask the same question twice, get different answers. This is acceptable for creative tasks, dangerous for compliance, governance, and critical decisions.
The Formal Systems Alternative
EVE operates like a formal logic system. Fixed inference rules. Verified premises. Derived conclusions. When precision matters, outputs are generated from approved knowledge, verified against rules, and cryptographically sealed.
The Best of Both
Creative interpretation when appropriate. Deterministic execution when required. Human decision required. This is the EVE orchestration pattern: LLM interprets → EVE verifies → Factory executes.
Core Tenets
Witness, Never Decide
AI observes and reports. Humans decide and approve.
Deterministic Core
Same input produces same output.
Cryptographic Truth
Every sealed claim links to verifiable evidence.
Formal Expansion
Fixed rules derive new conclusions as premises are approved. The core is stable.
"Like a formal system: the inference rules are fixed, and conclusions are derived from approved premises. Our core is stable — our knowledge expands as new premises pass approval."
— The EVE Manifesto