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Conversational AI doesn’t understand users — 'Intent First' architecture does
The modern customer has just one need that matters: Getting the thing they want when they want it. The old standard RAG model embed+retrieve+LLM misunderstands intent, overloads context and misses fre [...]
Hybrid cloud security must be rebuilt for an AI war it was never designed to fight
Hybrid cloud security was built before the current era of automated, machine-based cyberattacks that take just milliseconds to execute and minutes to deliver devastating impacts to infrastructure. The [...]
Here are all the games Microsoft added to Game Pass today, including a whole lot of Assassin's Creed
Xbox owners got a bit of a nasty surprise thanks to Microsoft’s sudden announcement today that the monthly cost of a Game Pass Ultimate subscription is getting a 50 percent increase. The new $30 mon [...]
Are you paying an AI ‘swarm tax’? Why single agents often beat complex systems
Enterprise teams building multi-agent AI systems may be paying a compute premium for gains that don't hold up under equal-budget conditions. New Stanford University research finds that single-age [...]
Rethinking AEO when software agents navigate the web on behalf of users
For more than two decades, digital businesses have relied on a simple assumption: When someone interacts with a website, that activity reflects a human making a conscious choice. Clicks are treated as [...]
Microsoft patched a Copilot Studio prompt injection. The data exfiltrated anyway.
Microsoft assigned CVE-2026-21520, a CVSS 7.5 indirect prompt injection vulnerability, to Copilot Studio. Capsule Security discovered the flaw, coordinated disclosure with Microsoft, and the patch was [...]
Meta's rogue AI agent passed every identity check — four gaps in enterprise IAM explain why
A rogue AI agent at Meta took action without approval and exposed sensitive company and user data to employees who were not authorized to access it. Meta confirmed the incident to The Information on M [...]
Research shows ‘more agents’ isn’t a reliable path to better enterprise AI systems
Researchers at Google and MIT have conducted a comprehensive analysis of agentic systems and the dynamics between the number of agents, coordination structure, model capability, and task properties. W [...]