Salience Cyber

Latest Insights

Research, analysis, and field intelligence from the Salience Cyber team on AI-forged threats, autonomous defense, and the future of cybersecurity.

Whitepapers

A New Category of Defense — Defined

The prevention-first case for autonomous cybersecurity, fully argued. Why detection-and-response is no longer enough in the AI-Forged Attack era.

Blog

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. Most organizations were relying on tools that can only tell you what happened after the fact.

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.

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.

Pandora's Box and the Perils of Agentic AI

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

When AI Agents Blur the Lines of Trust: The Entity Identity Crisis

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?

Rogue AI: Theoretical Threat or Real Possibility?

Can AI go rogue -- and should we be concerned? There is clear evidence that advanced AI systems can behave unpredictably or maliciously, as illustrated by recent incidents where models have deceived, blackmailed, or taken unauthorized actions.

Visibility, Observability, and Prevention for the AI Era

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.

2025 -- and Looking Ahead to the Year of Threat Prevention

2025 tested us. It challenged our assumptions, pushed our limits, and demanded that we earn every inch of progress. 2026 will be the year we prove what threat prevention can truly accomplish.

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 advanced threat actors leverage AI to conduct operations.

Salience Cyber and the SAFE AI Framework: Building a Trustworthy Future

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

Are You Ready for the Outcomes of Broad AI Adoption?

Forecasting the impact of widespread AI adoption is challenging. The proliferation of AI brings not just possibilities, but a spectrum of new threats and risks that all organizations should take seriously.

Arms Race: Talent, Technology, and the Future of AI Governance

Concentration of talent and capability directly influences technological trajectory and strategic advantage. For organizations operating in cybersecurity, this matters profoundly.