Ambient Intelligence
“Where logic survives. When data lies, decisions must still be made.”
Ambient Intelligence (AmI) is not a vision of the future, it’s the operational logic required to survive the present.
In a world where signals are spoofed, networks collapse and autonomy often means abandonment. AmI offers a third path: embedded, adaptive, auditable logic designed to support human decision-making in contested environments.
This domain explores the systems and doctrines required to keep decision-makers in control when everything else begins to fail. From edge-executed runtimes to human–AI teaming in electronic warfare, this is where runtime resilience becomes strategy.
I. HUMAN-AI COLLABORATION AND COMBAT JUDGEMENT
Moves beyond hype. Real systems, with real humans, in real fire conditions.
- Human–AI Collaboration in Combat
Establishes the central doctrine of embedded collaboration — not full autonomy, in decision-critical environments.
- Judgement Day: The Ethics of AI in Warfare and the Future of Human Command
Frames the moral and operational stakes of AI decision support: accountability, responsibility, and control.
- Infantry, Not Autonomy: Why the Future of Warfare Still Depends on Humans at the Edge
A rebuttal to the autonomy hype cycle, makes the operational case for ambient intelligence over automation.
- 48 Hours Without Human Control
A synthetic foresight scenario exploring the consequences of misaligned autonomy in a NATO context
II. Embedded Logic Series (ELS White Papers 1–4)
The central doctrine: logic at the edge, not centralised AI, determines survivability and decision advantage.
- Embedded Logic White Paper 1: Resilience in Spectrum-Contested Environments
Chapters 1–4
Introduces the architecture of embedded edge logic in jammed, spoofed, or denied signal conditions.
- Embedded Logic White Paper 2: Real-Time Decision Advantage
Chapters 5–8
Explains how ambient systems enable tempo, survivability, and lawful action in live operational conditions.
- Embedded Logic White Paper 3: Strategic Sovereignty and Technological Independence
Chapters 9–12
Connects runtime control to industrial, legal, and sovereign security — beyond just battlefield applications.
- Embedded Logic White Paper 4: Tactical Superiority in Contested Environments
Chapters 13–16
The tactical application of logic-led systems at the edge — confronting adversarial disruption in real time.
III. FRONTIER INFRASTRUCTURE AND SURVIVABLE TECHNOLOGY
Not frontier for its novelty, but for its necessity under fire.
9. AI and the Future of Warfare: A Revolution in Military Operations
A doctrinal and strategic overview of how AI alters tempo, kill chains, and command posture in modern combat.
- Autonomous Mission Planning: AI-Powered Strategies for Modern Warfare
Explores real-time logic execution, battlefield recalibration, and edge-AI planning across NATO-aligned doctrine.