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ArmorIQ Insights.

Expert perspectives on AI agent security, intent enforcement, and the new control plane for autonomous systems.

All articles(73)

Researchers Are Right: AI Security Isn't Broken. It Was Never Designed for Intent./ 046
Jan 12, 2026 · ArmorIQ

Researchers Are Right: AI Security Isn't Broken. It Was Never Designed for Intent.

Sander Schulhoff's research reveals that AI security fails because systems lack a way to enforce intent. Prompt injection works not because AI is broken, but because nothing verifies 'why' it acts.

// AI security// prompt injection
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When AI Starts Policing AI: Why the Future Needs Intent, Not Just Oversight/ 047
Dec 23, 2025 · ArmorIQ

When AI Starts Policing AI: Why the Future Needs Intent, Not Just Oversight

The Register highlights AI policing AI. But oversight alone can't govern autonomous systems. IAP enforces intent before execution-turning monitoring from reactive to preventative.

// AI oversight// AI monitoring
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Gartner Is Right About AI Agents. Here's What Still Goes Missing./ 048
Dec 21, 2025 · ArmorIQ

Gartner Is Right About AI Agents. Here's What Still Goes Missing.

Gartner's IAM Summit 2025 emphasizes extending identity to AI agents. But identity alone can't govern autonomous reasoning. IAP adds the missing intent layer.

// Gartner// IAM
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What Enterprise Buyers Need to Ask Before Adopting Tool-First AI Agents/ 049
Dec 19, 2025 · ArmorIQ Team and ArmorIQ

What Enterprise Buyers Need to Ask Before Adopting Tool-First AI Agents

Enterprise buyers evaluating tool-first agents must ask 5 critical questions about intent definition, enforcement, scope control, explainability, and blast radius. IAP provides answers.

// enterprise buyers// tool-first agents
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Tool-First Agents Are Becoming the Norm. Intent Governance Is the Missing Layer./ 050
Dec 18, 2025 · ArmorIQ

Tool-First Agents Are Becoming the Norm. Intent Governance Is the Missing Layer.

LemonAI and tool-first agent frameworks are the new norm. But without intent governance, permissions cannot secure what agents should do. IAP provides the missing layer.

// tool-first agents// LemonAI
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AI Humanizers Prove Detectors Will Lose. Here's the Replacement: Verifiable Provenance and Intent/ 051
Dec 17, 2025 · ArmorIQ and ArmorIQ Team

AI Humanizers Prove Detectors Will Lose. Here's the Replacement: Verifiable Provenance and Intent

AI humanizers prove detection is doomed. ArmorIQ replaces probabilistic guessing with verifiable provenance and cryptographic intent. Content must prove it belongs.

// AI humanizers// content detection
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Agentic Productivity Is Here. Intent Governance Is What Makes It Enterprise-Ready./ 052
Dec 16, 2025 · ArmorIQ

Agentic Productivity Is Here. Intent Governance Is What Makes It Enterprise-Ready.

Bhindi.io shows agentic productivity's promise. But enterprises need more than capability-they need verifiable intent. IAP makes agent platforms enterprise-ready.

// agentic productivity// Bhindi
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When AI Starts Writing Your Code: Where Exactly Did Security Go?/ 053
Dec 15, 2025 · ArmorIQ Team

When AI Starts Writing Your Code: Where Exactly Did Security Go?

Google's Antigravity and AI coding platforms generate code fast-but without intent boundaries. ArmorIQ ensures every change proves it belongs to the developer's signed plan.

// AI code generation// Antigravity
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When AI Browsers Get Tricked: Why Hidden URL Prompts Expose the Biggest Gap in AI Security/ 054
Dec 13, 2025 · ArmorIQ

When AI Browsers Get Tricked: Why Hidden URL Prompts Expose the Biggest Gap in AI Security

Hidden URL prompts and AI browser tricks reveal the core gap: autonomy without verifiable intent. Traditional security cannot govern what it cannot see.

// AI security// browser agents
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