ESC Governed Semantic Intelligence
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.

No learningwithout verified evidence
No activationwithout review and policy
No private-chat reusewithout explicit contribution

Operational intelligence

Intelligence Atoms

Intelligence Atoms are versioned, evidence-bound decision capabilities compiled from approved Learning Atoms.

Bounded physical evidence

Verified accomplishments per joule

60 / 60valid runs
30 / 30valid pairs
58.33%median package-energy reduction
2.40×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.

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