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.
Review, rejection, and compilation controls open directly inside each card and remain visible until Cancel or successful submit.
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.
Gain measurement and lifecycle-transition forms are integrated into the selected card; clicking elsewhere does not close them.
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.