
Insights & News
Ideas on websites, AI automation, digital marketing, AI news, and VMTS updates.
MODULE.001 //
All posts
Ideas on websites, AI automation, digital marketing, AI news, and VMTS updates.

Microsoft Copilot Cowork GA moves enterprise agents from suggestions to long-running execution
Microsoft announced worldwide general availability for Copilot Cowork on June 16, 2026, positioning it as a governed, usage-billed agent system for long-running Microsoft 365 tasks.

Google’s Agentic Resource Discovery gives AI agents a search and trust layer
Google announced Agentic Resource Discovery on June 17, 2026, an open specification for publishing, discovering, and verifying tools, skills, MCP servers, OpenAPI tools, and agents across the web.

GitHub adds AI credits per user to the Copilot usage metrics API
GitHub's June 19, 2026 update adds per-user daily AI credit consumption to the Copilot usage metrics API, giving enterprises a clearer bridge between adoption, value, and usage-based billing.

GitHub expands MAI-Code-1-Flash as a small coding model across more Copilot surfaces
GitHub announced on June 18, 2026 that Microsoft's MAI-Code-1-Flash is available on more Copilot surfaces, including CLI, Copilot app, GitHub, Visual Studio, mobile, JetBrains, Eclipse, and Xcode.

NVIDIA’s Cannes Lions update shows AI marketing moving from content generation to autonomous operations
NVIDIA's June 18, 2026 Cannes Lions AI marketing roundup shows causal AI, real-time bidding, agentic campaign workflows, and video intelligence moving into advertising infrastructure.

HPE and NVIDIA push agentic AI factories toward production with governance, security, and cost control
HPE announced new HPE AI Factory with NVIDIA capabilities on June 16, 2026, shifting the enterprise-agent conversation toward secure deployment, observability, data pipelines, and token efficiency.

OpenAI LifeSciBench moves life-science AI evaluation closer to real R&D workflows
OpenAI introduced LifeSciBench on June 17, 2026, with 750 expert-written and expert-reviewed tasks designed to test whether AI can support realistic life-science research judgment.

GitHub Copilot app GA gives agent-driven development a desktop workbench
GitHub announced general availability for the Copilot app on June 17, 2026, with parallel sessions, worktrees, integrated terminal and browser validation, canvases, cloud automations, and MCP tool support.

Google’s Ask Ad Manager brings a Gemini agent into ad operations and reporting workflows
Google announced Ask Ad Manager on June 18, 2026, a Gemini-powered conversational agent for publisher troubleshooting, custom reporting, and Ad Manager navigation.

GitHub Code Quality GA brings AI code review into engineering governance and billing
GitHub announced on June 16, 2026 that Code Quality will become generally available on July 20 with per-committer pricing and usage billing for AI-powered capabilities.

Anthropic opens Seoul office as Claude adoption grows across Korea’s AI ecosystem
Anthropic opened its Seoul office on June 17, 2026 and highlighted Claude deployments across NAVER, Samsung SDS, LG CNS, Nexon, startups, and research groups.

OpenAI Deployment Simulation previews model risk before release with realistic traffic
OpenAI introduced Deployment Simulation on June 16, 2026, replaying past conversations in a privacy-preserving way to forecast candidate-model behavior before launch.

Microsoft Copilot Cowork reaches GA as enterprise agents move from chat to end-to-end execution
Microsoft announced global availability for Copilot Cowork on June 16, 2026, positioning it for long-running, multi-tool enterprise agent workflows.

NVIDIA Blackwell leads AgentPerf as AI agents get a more realistic infrastructure benchmark
NVIDIA's June 12, 2026 AgentPerf results show GB300 NVL72 running up to 20x more agents per megawatt than Hopper on agentic AI workloads.

GitHub Copilot usage metrics add server-side telemetry for a truer view of AI adoption
GitHub's June 15, 2026 update adds server-side telemetry to Copilot usage metrics so enterprise reports capture more active Copilot users.

GitHub lets bot-created pull requests run CI after approval, adding a safer gate for AI-generated code
GitHub's June 11, 2026 update lets pull requests from github-actions[bot] run CI/CD workflows after approval from a user with write access.

Anthropic and DXC bring Claude into the systems banks, airlines, and governments rely on
Anthropic announced a multi-year global alliance with DXC on June 11, 2026 to train tens of thousands of Claude-certified engineers for regulated, mission-critical environments.

OpenAI Partner Network signals enterprise AI is moving from model access to delivery capability
OpenAI launched its Partner Network on June 14, 2026, investing $150 million and aiming to enable 300,000 certified consultants by the end of 2026.

Gemini 3.5 Live Translate brings real-time speech translation to APIs, Meet, and Translate
Google's June 10, 2026 launch brings low-latency speech translation to the Gemini Live API, Google AI Studio, Google Meet, and Google Translate.

GitHub Agentic Workflows no longer need PATs, tightening AI automation governance
GitHub's June 11, 2026 update lets Agentic Workflows use the built-in GITHUB_TOKEN, reducing the security and operations risk of long-lived PATs.
MODULE.002 //
需要協助或查詢更多?
告訴我們您的網站、維護或推廣需要,我們會盡快回覆。
