Non-neural
Evidence enabled
ESC
Executable Semantic Computing
Meaning that can be typed, governed, executed, evidenced, learned from, and improved.
ESC is non-neural by default and does not require an external AI API.
Deterministic ESC · External models disabled · Private chats are not used for learning by default
Governed learning
Learning Atoms
A Learning Atom is created only from verified accomplishments, sufficient evidence, explicit eligibility, and formal review.
Your contributions
Learning Candidates
Approved knowledge
Public Learning Atoms
Administrator authority
Review Queue
Approval creates a versioned Learning Atom. Raw private chat is never copied automatically.
Compilation input
All Learning Atoms
Operational intelligence
Intelligence Atoms
Intelligence Atoms are versioned, evidence-bound decision capabilities compiled from approved Learning Atoms.
Compiled→
Verified→
Shadow→
Canary→
Active↩
Rollback
Public registry
Admitted Intelligence
Administrator authority
Controlled Activation
Canary and active transitions require a latest Intelligence Gain PASS with zero safety and policy regressions.
Bounded physical evidence
Verified accomplishments per joule
This is a bounded processor-package measurement on the tested physical MacBook and governed transactional workload. It is not a whole-laptop or universal workload claim.