AKI Formal Definition

Atomic Kernel Inference (AKI) — AgDR v0.2 Enforcement Layer

Formal Mathematical Definition

AKI is defined as a single indivisible kernel transaction:

[ (ctx,  reasoning_trace,  output,  ppp_triplet,  human_delta_chain)

]

Execution Invariants (Enforced by CPU)

Integration with PPP Triplet

The PPP triplet (Provenance · Place · Purpose) is captured verbatim inside the same atomic block. This guarantees that the meaning of each P is frozen at the exact inference instant and cannot be altered later.

How to Import and Use AKI

Python Wrapper Example (import this): ```python from agdr_aki import aki_capture

record = aki_capture( ctx=system_context, reasoning_trace=full_trace, output=decision_output, ppp_triplet=ppp_dict, human_delta_chain=delta_chain )

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