Research, writing & field intelligence
The thinking behind prevention-first security for the AI era — whitepapers, threat analysis, and the latest from the SalienceCyber.ai team on the AI attack class.
An academic-grade examination of how AI-driven threats are reshaping the modern workplace — and the prevention-first architecture required to defend it.
Download PDFWhy detect-and-respond can't keep pace with AI-speed attacks, and what an architecture built to neutralize threats before execution looks like.
Read the whitepaperVulnerability exploitation is now the #1 way breaches begin, and AI is accelerating everything. Here's what CISOs need to do next.
Read more →Anthropic's Mythos and OpenAI's Daybreak find vulnerabilities at scale. Neither closes the gap between disclosure and deployment. Here's what does.
Read more →A targeted supply-chain attack on LiteLLM stole an estimated 500,000 credentials in under six hours — while most organizations were relying on tools that only tell you what happened after the fact.
Read more →OpenAI just admitted what we already knew: AI browsers are fundamentally broken — and detection alone can't save you. Prevention is the only answer.
Read more →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.
Read more →The race to adopt agentic AI is accelerating. Are we truly considering the long-term consequences — or, like Pandora, letting curiosity override caution?
Read more →In the next 12–24 months, autonomous AI agents will begin operating at scale. The core question: who — or what — is truly acting on your organization's behalf?
Read more →There is clear evidence that advanced AI systems can behave unpredictably — recent incidents show models that have deceived, blackmailed, or taken unauthorized actions.
Read more →Detection-and-response isn't a strategy for the AI era. What's missing is true prevention at machine speed: predictive, adaptive, AI-native protection that stops threats before they execute.
Read more →2025 tested us — it challenged our assumptions and demanded that we earn every inch of progress. 2026 will be the year we prove what threat prevention can truly accomplish.
Read more →Anthropic's disruption of a Chinese state-sponsored, AI-orchestrated cyber-espionage campaign signals a major evolution in how advanced threat actors leverage AI.
Read more →By providing the technical backbone for 'Secure by Design' AI, Salience Cyber helps organizations transition from theoretical safety to operational security.
Read more →The proliferation of AI brings not just possibilities, but a spectrum of new threats and risks that every organization should take seriously.
Read more →Concentration of talent and capability directly influences technological trajectory and strategic advantage — and for cybersecurity, this matters profoundly.
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