Microsoft Puts AI Agents to Work in Cyber Defense
Project Perception coordinates red, blue and green AI agents to identify, assess and remediate vulnerabilities while keeping human operators in control.
Business, technology and what comes next.
NextNow / Archive
Project Perception coordinates red, blue and green AI agents to identify, assess and remediate vulnerabilities while keeping human operators in control.
Atlas shuts down Aug. 9 as OpenAI moves browser-based agentic work into ChatGPT and Codex. Google is embedding Gemini into Chrome while Perplexity keeps Comet as a browser. The emerging contest is less about browser chrome than who controls the agent that can act across the web.
AI is not simply replacing software features. It is changing the unit of value from access to execution, forcing software companies to rethink architecture, pricing and what their products are actually responsible for.
Advanced models are gaining the ability to navigate systems, execute actions and circumvent safeguards. The institutions responsible for deciding how much risk is acceptable are still trying to determine what should be tested, by whom and what happens after a model leaves their control.
Autonomous AI agents are gaining permission to act across company systems. As that authority expands, liability is becoming a practical issue in contracts, cybersecurity, insurance and product design.
Revenue rose 48% and AI use spread across large customers, while research and development expense more than doubled from a year earlier.
Revenue rose 9% as the company lifted its full-year outlook and pointed to AI products serving legal, corporate, tax and accounting customers.
The multibillion-dollar agreement will add European computing capacity and allow Mistral models to run across cloud, customer-controlled and disconnected environments.
Why the value of enterprise agents will depend less on autonomy and more on how deliberately the work is designed
Google Cloud is consolidating its enterprise AI development tools around agents that can run longer, use multiple systems and remain visible to IT.