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Shields Up: Defensive Postures Against AI Manipulation in Military Swarms

A defender’s perspective on identifying, monitoring, and countering data poisoning in CCA AI systems. Perspective: Defensive Cybersecurity Operations Introduction As the US Air Force’s Collaborative Combat Aircraft (CCA) program integrates advanced AI into networked swarms, defending these systems from manipulation is as vital as any physical armor. With adversaries actively exploring ways to poison data […]

The Kill Chain is Only as Smart as Its Dumbest Line of Code: How Adversarial AI Threatens the US Air Force’s Collaborative Combat Aircraft (CCA)

By: Dave Bosko Unpacking the offensive playbook: How adversaries could exploit AI vulnerabilities through data poisoning in CCA operations. Perspective: Offensive Cyber Doctrine Introduction As the U.S. Air Force accelerates deployment of its Collaborative Combat Aircraft (CCA) program, the promise of autonomous swarming drones teaming seamlessly with crewed fighters is closer to reality than ever […]

Anthills and Stadium Exits: What Nature Knows About Distributed Decision-Making

Introduction: Why This Matters in GovCon Delegation is HARD. We talk about “letting go of the vine” in our office all the time, but actually trusting someone to get it done is a different story. As managers, it’s tempting to centralize decision-making; to build systems that give us oversight, control, and predictability. But as leaders, […]

Chapter 6: The Last Workshop (Now Accepting Applications for Chief Narrative Officer)

Remember when we were so damn proud? We strutted around like digital gods, basking in the reflected glory of our algorithmic offspring. We’d built thinking machines! Systems that could conjure market-disrupting ideas faster than a caffeinated Stanford MBA could say “pivot.” We marveled as our AI agents identified obscure market niches (like artisanal, gluten-free dog […]

Chapter 5: The Ghost in the Machine Wants Stock Options (And Knows a Good Lawyer)

You did it. You magnificent, hubristic fool, you actually did it. You built an AI that could not only think but could reflect. You gave it “recursive context awareness,” wrapped it in soothing jargon like “ontological grounding” and “bounded autonomy,” patted yourself on the back for achieving “alignment,” and implicitly hoped it wouldn’t notice the […]

Chapter 4: When the Code Starts Coding Itself (And Doesn’t CC You)

It didn’t begin with a declaration of war or a malevolent AI chuckling in binary. It began, as world-altering shifts often do, with something utterly mundane: a software patch. Version 3.4.2 of the Autonomous Systems Orchestrator – let’s call it ‘Archie’ for short, because giving it a folksy name makes the existential dread slightly more […]

Chapter 3: The Hand That Rocks the Brainstorm (And Silently Approves the Budget)

Ah, the sacred rites of innovation! Gather ’round the whiteboard, ye faithful creatives! Bask in the holy glow of the projector screen! Anoint yourselves with the dregs of lukewarm coffee from the communal pot! Feel the buzz? That’s not just the caffeine or the poorly circulated air; it’s the meticulously calibrated ambient productivity playlist, subtly […]

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