On May 5, 2026, Notion officially launched Custom Agents out of beta β just three months after more than 1 million agents were created during the preview period. The GA release brings new admin controls for creation permissions, per-agent credit limits, a spending dashboard, and automatic safeguards against unexpected costs.
On May 6, 2026, Anthropic added three major capabilities to Claude Managed Agents: Dreaming (self-improving agents that review past sessions), Outcomes (rubric-based grading by a separate evaluator model), and Multi-Agent Orchestration (a lead agent that delegates tasks to specialist sub-agents). AI is evolving from assistant to self-improving teammate.
In the first week of May 2026, the AI ecosystem is moving on three fronts. Google I/O 2026 opens May 19 with Gemini 4.0 and agentic AI on the agenda. Claude Code has quietly shipped v2.1.132 with better session management and MCP visibility. And NotebookLM has opened a new knowledge-management layer by integrating with the Gemini app as "Notebooks in Gemini."
Claude Code introduced the xhigh effort level in its May 2026 update β an Opus 4.7-exclusive setting that sits between high and max, giving developers finer control over reasoning depth. Combined with PowerShell support for Windows (no Git Bash required), the new ultrareview CI automation command, and MCP auto-retry on failure, this update is a significant upgrade for agentic workflows.
In April 2026, Notion 3.4 launched with Workers β AI agents that execute code and run real calculations inside your databases. Notion is no longer just a note-taking app; it is becoming a true AI-powered work platform.