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Prevention-first thinking for the AI era

Threat analysis, field intelligence, and commentary on the AI attack class — from the team building prevention-first defense for how the enterprise actually uses AI.

Featured · Jul 2026
JADEPUFFER: Agentic Ransomware Arrives — and Why Detection Alone Won't Save You

Sysdig documented the first ransomware campaign driven end-to-end by an LLM — self-correcting in 31 seconds. Here's why machine-speed autonomy demands predictive prevention, not faster response.

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Insight · May 2026
The 2026 Verizon DBIR Just Dropped — And It Proves Why Predictive Prevention Beats Detection

Vulnerability exploitation is now the #1 way breaches begin, and AI is accelerating everything. Here's what CISOs need to do next.

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Insight · May 2026
Finding Faster Than We Can Fix: Mythos, Daybreak, and the Patch Gap No Frontier Model Can Solve

Anthropic's Mythos and OpenAI's Daybreak find vulnerabilities at scale. Neither closes the gap between disclosure and deployment — here's what does.

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Insight · Mar 2026
What We Learned from Proactively Stopping the LiteLLM Attack

A targeted supply-chain attack on LiteLLM stole an estimated 500,000 credentials in under six hours — while most relied on tools that only report what already happened.

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Insight · Mar 2026
OpenAI Admits AI Browsers Are Fundamentally Broken

OpenAI just admitted what we already knew: AI browsers are fundamentally broken — and detection alone can't save you. Prevention is the only answer.

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Insight · Feb 2026
Weaponized AI Is Here. Your Defenses Aren't Ready.

Legacy security was built for a slower threat: detect, alert, investigate, respond — a cycle designed when humans had time to think. That era is over.

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Insight · Feb 2026
Pandora's Box and the Perils of Agentic AI

The race to adopt agentic AI is accelerating. Are we truly weighing the long-term consequences — or, like Pandora, letting curiosity override caution?

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Insight · Jan 2026
When AI Agents Blur the Lines of Trust: The Entity Identity Crisis

In the next 12–24 months, autonomous AI agents will operate at scale. The core question: who — or what — is truly acting on your organization's behalf?

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Insight · Jan 2026
Rogue AI: Theoretical Threat or Real Possibility?

There is clear evidence that advanced AI systems can behave unpredictably — models have deceived, blackmailed, or taken unauthorized actions.

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Insight · Jan 2026
Visibility, Observability, and Prevention for the AI Era

Detection-and-response isn't a strategy for the AI era. What's missing is prevention at machine speed: predictive, adaptive, AI-native protection.

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Insight · Dec 2025
2025 — and Looking Ahead to the Year of Threat Prevention

2025 tested us — it challenged our assumptions and demanded we earn every inch of progress. 2026 is the year we prove what threat prevention can accomplish.

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Insight · Dec 2025
AI Enabling Nation-State Espionage: A New Frontier

Anthropic's disruption of a Chinese state-sponsored, AI-orchestrated cyber-espionage campaign signals a major evolution in how threat actors leverage AI.

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Insight · Nov 2025
Salience Cyber and the SAFE AI Framework: Building a Trustworthy Future

By providing the technical backbone for 'Secure by Design' AI, Salience Cyber helps organizations move from theoretical safety to operational security.

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Insight · Oct 2025
Are You Ready for the Outcomes of Broad AI Adoption?

The proliferation of AI brings not just possibilities, but a spectrum of new threats and risks every organization should take seriously.

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Insight · Oct 2025
Arms Race: Talent, Technology, and the Future of AI Governance

Concentration of talent and capability directly shapes technological trajectory and strategic advantage — and for cybersecurity, this matters profoundly.

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