Formal verification, deterministic gates, and bounded autonomous agents
At the Research Institute of System Synthesis (isslab.ru), theoretical models from cybernetics and jurisprudence translate into deterministic software architecture where safety does not depend on model politeness.
Resolving security versus latency
Stacking a second probabilistic language model to audit a first language model compounds latency and preserves shared blind spots. Declarative enterprise rules belong in deterministic Satisfiability Modulo Theories (SMT) solvers evaluated in milliseconds alongside content-addressed verification caching.
Cryptographic receipt before narration
Autonomous agent claims are excluded unless backed by hash-chained execution records linking action parameters, policy versions, and external state receipts in append-only logs.
Independent System 3 Star audit
Following Stafford Beer's Viable System Model, verification agents never share failure modes with authoring agents: separate execution planes sample live outputs directly against specification files.