# AFWERX: Certifiable Agentic AI with Aevion Shield

## THE CHALLENGE
**Uncontrolled Autonomy is a Mission Liability.**
DoD operators need world models that can plan and simulate, but they lack **governable, certifiable AI behavior** under rapid distribution shift. Current agents are powerful but opaque; when they fail, they fail catastrophically and without warning.

## THE SOLUTION
**The Digital Brainstem for Autonomous Systems.**
Aevion Shield is a **neuroplastic world model** equipped with a Koopman-based governance layer. It acts as a real-time monitor that:
1. **Predicts** long-horizon outcomes with state-of-the-art accuracy.
2. **Halts** unsafe trajectories before actions are emitted.
3. **Proves** its decisions using cryptographically signed, machine-checkable evidence.

## KEY CAPABILITIES
- **Adaptive Prediction:** Competitive parity with V-JEPA 2 and Genie 3 on physical and interactive benchmarks.
- **Operator-Governed Safety:** Uses spectral-radius gates and dissipativity constraints to enforce stability at the hidden-state level.
- **Immutable Audit:** Produces a Lean 4 "Type-2 Proof" for every critical action, signed by Zymbit hardware.

## DoD USE CASES
- **Mission Planning Sandboxes:** Create high-fidelity simulations with guaranteed safe envelopes for autonomous wingmen.
- **ROE-Compliant Copilots:** An operator assistant that proves it stayed within defined Rules of Engagement (ROE).
- **Hardenable Autonomous Edge:** Lightweight "Pi Sheriff" kernels verify safety on low-SWaP hardware (VLAN 30 isolation).

## PROOF OF VALUE
- **ALFWorld/τ2 Bench:** 15-20% improvement in robust task completion over base policies.
- **Physics-RW:** Verified physical reasoning across mechanics and optics.
- **Governance:** Measurable early-warning (halt lead time) for destabilizing trajectories relative to black-box baselines.

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**CONTACT:** Aevion Verifiable AI — *Certifying the Next Generation of Autonomous Systems.*