Stabilize AI State
Make AI Behavior Traceable
Across sessions, models, and tasks — SIC-SIT keeps AI semantic state coherent, verifiable, and trustworthy.
The semantic integrity and governance layer for multi-agent AI systems.
Every new conversation starts from zero — decisions, context, and agreements are gone.
AI delivers answers with no traceable decision path. When things go wrong, there's no audit trail.
Different AIs interpret the same task differently, causing semantic drift and contradictions.
Three themes: Research × Practice × Technical Services
Governance Layer · Auditable Decisions · Cross-Model Sync · Human Authorization
AI Governance for Organizations
Deployed AI but can't explain its decisions? SIC-SIT adds a verifiable governance layer beneath AI execution — every session logged, every decision audited, every boundary human-authorized.
SIC-JS v3.0 · Semantic State Protocol · MCP-native · Zero-dep · Composable
Open Technical Protocol Spec
AI starting from scratch every conversation? SIC-JS is an open protocol that preserves semantic coherence across sessions. MCP-native, zero dependencies, testable, integratable into any AI workflow.
Semantic Drift Measurement · S★=2.76 Frozen Constant · 700+ Rounds · Citable Protocol Hypotheses
Formal Theory & Empirical Data
Why do AI systems lose semantic coherence across sessions? 700+ rounds of empirical data, a formal drift theory, and the verifiable threshold constant S★=2.76.
Protocol principles, applicable in most contexts.
When the system cannot confirm safety, it defaults to stopping rather than continuing. Uncertainty alone is sufficient cause to halt.
Every stop decision must be verifiable. The reason for stopping is part of the protocol, not an exception state.
The system's behavioral description must match actual behavior. Semantic integrity is a prerequisite for governance, not a result of it.
SIC-SIT is an evolving protocol ecosystem. Core governance philosophy is stable, but real-world deployments, extension mechanisms, and systems integration continue to progress.
SIC-SIT Personal Edition is the free gateway into the protocol. No registration — get the Starter Kit and begin immediately.