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. Plus product videos and live demonstrations of the platform working across both data planes.
Videos
Track the risky files and processes AI creates
See every use of AI on a machine
Real-time traffic analysis
Seen enough? See it on your traffic.
We'll run the same thing you just watched against your environment — live, not a slide deck.
- No kernel agent — no ring 0 driver, no kernel shim
- Day-1 protection — no tuning, no baseline period
- No rip-and-replace — API-first, runs alongside what you have
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.
Read more →