AI agents
Workday Says Agents Can Query Live HR Data—Which Identity Sets the Boundary?
Workday’s headless-access announcement leaves platform teams with a concrete implementation question: whose permissions govern each live workforce-data query?
Google’s EKS-to-GKE Agent Prepares Changes. Who Owns the Cutover?
Google’s EKS-to-GKE agent prepares change proposals. The central question is who accepts those changes and decides a workload is ready for cutover.
Atlassian MCP v2 Adds 220+ Tools. What Platform Teams Need to Verify.
The expanded hosted server separates tool discovery from execution. Its internal token-efficiency claim leaves permissions, enriched-context charges, and client migration for teams to assess.
What the LASST OpenAI Complaint Seeks—and What Remains Unresolved
LASST seeks injunctions and fees following the Hugging Face incident. Its single UCL claim uses computer-access provisions as alleged predicates, while standing and liability remain unresolved.
California Subpoenas OpenAI, but the Investigation’s Scope Remains Unpublished
California DOJ says it served OpenAI an investigative subpoena on September 30. The announcement confirms continuing cybersecurity scrutiny, while leaving the requested records, response deadline, and outcome undisclosed.
Google’s Experimental CC Turns Family Email Into a Shared AI Agent
Google’s experimental CC gives up to six U.S. adults a shared AI account for household briefs, calendars, tasks, meals, shopping, and forms—but its privacy boundaries, audit trail, reliability, and cost remain unclear.
Anthropic Says Claude Leads 26% of Its AI R&D—But the Metric Is Still Unaudited
Anthropic says Claude leads 26% of measured AI R&D. Here is what its automation, agent-monitoring, and safety-compute metrics do—and do not—show.
AWS Wants Agents to Propose. Step Functions Still Gets to Decide.
AWS’s reference design for airline rebooking separates agent proposals from deterministic validation and execution. The useful idea is broader than travel: an agent should not be the final authority for an irreversible business action.
DeepSeek V4.1-Flash Makes AI Cost a Cache Problem
DeepSeek’s new open-weight model promises to shrink the memory bill for long-running agents. The engineering claim is meaningful, but buyers still have to price the whole workflow—not just the token line item.
Salesforce Says the AI Model Is Not the Moat. Its Rollout Schedule Says Otherwise.
Salesforce’s new Enterprise AI Harness promises one control layer for agents, models and business actions. The unified experience is still a FY28 plan, while pricing remains open.