HABITS — Admissibility-Based Intelligence Stack

1. HUMAN–AI SEMANTIC DECLARATION INTERFACE

Human intent is declared and structured for system entry

2. STOIC (Pre-Reasoning)

→ Creates semantic correctness for meaning

→ Removes ambiguity before reasoning

3. REASONING

→ Generates candidate interpretations / trajectories

4. STOIC (Post-Reasoning)

→ Re-checks semantic correctness

→ Prevents semantic drift before reality boundary

5. REALITY BOUNDARY (PAF + HABITS)

→ Defines and verifies reality constraints

Includes:

• Planetary Invariants (PAF)

• Real-Time Verification (HABITS)

• Congruity (Andrea Romeo — 3 Reality Gates)

  → Energetic viability

  → Informational viability

  → Structural viability

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ADMISSIBLE SPACE

→ Defines what can exist

→ Governed by Autopoietic Alignment

  ↓

IDC (Φhi × Ωmega)

→ Operates only within that space

Engines:

• Dimensional Ethics

• Multi LoGiC

• RealTime Transparency

→ Only admissible, stable trajectories can propagate

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6. EXECUTION BOUNDARY (FlowSignal)

Resolves commitment at the point of execution

Actions:

• ALLOW

• ESCALATE

• REFUSE

7. OUTCOME

→ EXECUTE

→ PAUSE

8. CONTINUOUS COUPLING (Humans + HABITS)

→ Monitoring

→ Updating

→ Grounding in reality

↺ Continuous loop: Humans + HABITS → Reality Boundary

Reality Boundary (PAF + HABITS)