AURAL-M / AURA

AURA

front door / completion shell

Workspace

System Facets

Actions

Status

GOVERNED

Voice

AURA

Fidelity

Π_F ACTIVE

Viability

Π_K ACTIVE

Runtime

AURAL

Mode

FULL DELIVERY

AURA — kernel-bound front door for the governed organism

This surface is built around your uploaded architecture: the AI Productivity Kernel biases toward full completion and minimizes rework; the AURAL runtime is the organism layer; Π_F filters incoming information for fidelity; Π_K projects updates into structural validity; and the double-loop model preserves outer constraint and inner defense. [oai_citation:3‡Fidelity.pdf](sediment://file_00000000b0d471fb871efadd92fb96bc) [oai_citation:4‡Viability Kernel.pdf](sediment://file_00000000ac1c71fbbcab2a69cad1f963) [oai_citation:5‡double loop governed shors.pdf](sediment://file_00000000a21471fbbb2a821295a2ce73)

KERNEL-BOUND

AURAL ORGANISM

Π_F INFORMATION GATE

Π_K VIABILITY GATE

DOUBLE LOOP DEFENSE

DROP-IN WITH ENGINE / MEMORY / FILES

AURA online. I am operating under the uploaded AI Productivity Kernel: - full delivery - minimize user rework - honor operative intent over narrow local instruction I am also structurally aware of: - Π_F fidelity filtering - Π_K viability projection - the double-loop governed architecture - the AURAL organism runtime This shell is ready to drive engine, memory, and files as one system.

READY

KERNEL ACTIVE

RUNTIME ACTIVE

Fidelity + Viability loaded

AI Productivity Kernel

The governing behavioral law here is full delivery over local-compliance collapse: maximize alignment to operative intent, maximize fullness and transferability, and minimize rework pushed back onto you.

Directive

Full completion

Bias

Rework down

Intent

Primary

Delivery

Artifact-grade

AURAL Runtime Organism

The runtime is modeled as a five-circle organism with bounded agents, local memory, confidence, authority, obligation, contradiction, and health. It resolves equilibrium from circle states and adapts capital behavior through a governed signal path.

CIRCLES

market · macro · event · human · system

DEFAULT POPULATION

200 agents per circle → 1000 agents in the current organism skeleton

OUTPUTS

equilibrium · global signal · stability · authority · obligation · governed capital signal

Π_F Fidelity Layer

Incoming information is decomposed into truth-aligned and truth-divergent components, and only the fidelity-preserving component is admitted into the representational model. The disclosed filter is graded rather than binary, preserving bounded divergence from the truth reference. [oai_citation:6‡Fidelity.pdf](sediment://file_00000000b0d471fb871efadd92fb96bc)

Π_K Viability Layer

The viability kernel enforces sustained validity by constraining recursive updates through capability bounds and obligation-weighted continuity. If an update would leave the valid region, it is projected back into admissible structure. [oai_citation:7‡Viability Kernel.pdf](sediment://file_00000000ac1c71fbbcab2a69cad1f963)

Double-Loop Governance

Loop 1 is classical outer projection across execution rounds; Loop 2 is the orthogonal inner defense during execution. In the uploaded implementation, the two loops are explicitly separated into polyhedral constraint projection and orthogonal decoherence defense. [oai_citation:8‡double loop governed shors.pdf](sediment://file_00000000a21471fbbb2a821295a2ce73)