AI maturity is no longer about how many copilots a company has deployed. It is about whether AI can operate inside real workflows with: Identity Policy Workflow Audit The market is moving from AI pilots to AI operations. Governance is the scaling layer. The key
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Market Moving from AI Pilots to AI Operations with Governance
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AI maturity is no longer about how many copilots a company has deployed. It is about whether AI can operate inside real workflows with: Identity Policy Workflow Audit The market is moving from AI pilots to AI operations. Governance is the scaling layer. The key
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Frontier models support scientific research loop in 2.5 months
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The full process took about 2.5 months, plus another half month for human chemists to write up the results. This is an early example of frontier models supporting more of the scientific research loop: reviewing studies, proposing hypotheses, designing experiments, interpreting
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GPT-5.4 and human chemists collaborate on full research workflow
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GPT-5.4 reviewed scientific literature, generated and ranked research proposals, helped design experiments, analyzed results, and proposed follow-up studies. Human chemists steered the work, selected proposals for testing, and validated the final result.
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GitHub COO interviewed on agent-created pull requests surge
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GitHub has a front-row seat to how code is changing now that everyone—and their army of agents—can ship code. In March alone, agents created 17 million pull requests on the platform.
— Dan Shipper 📧 (@danshipper) 17 juin 2026
That’s why I was thrilled @hammer_mt was on hand to interview @github COO @kdaigle at Microsoft… pic.twitter.com/bwMYCgLOW1GitHub has a front-row seat to how code is changing now that everyone—and their army of agents—can ship code. In March alone, agents created 17 million pull requests on the platform. That’s why I was thrilled @hammer_mt was on hand to interview @github COO @kdaigle at Microsoft
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An AI-native email platform integrated with Codex and MCP agents
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An AI native email platform built from the ground up to run entirely from inside Codex, ChatGPT, and any AI agent via MCP.
— Robert Scoble (@Scobleizer) 17 juin 2026
Your agents now have their own email.
And it learns and gets better over time. https://t.co/UPRwAKxEw3An AI-native email platform built from the ground up to run entirely from inside Codex, ChatGPT, and any AI agent via MCP. Your agents now have their own email. And it learns and gets better over time.
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Introduction of On-Call Copilot, new agent model
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Introducing On-Call Copilot – a new agent template in LangSmith Fleet
— LangChain (@LangChain) 17 juin 2026
→ Triages every alert and investigates root cause across your code and traces
→ Manages tickets and routes every incident to the right channels
→ Continuously learns from your runbooks, escalation rules,… pic.twitter.com/5SM2FmJE7LIntroduction of On-Call Copilot – a new agent model in LangSmith Fleet
→ Sorts each alert and investigates root cause across your code and traces
→ Manages tickets and redirects each incident to the right channels
→ Continuously learns from your -
AI deployment struggles to scale across plants due to differing footprints and costs
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A successful AI deployment at one plant often cannot scale to another because the IT and OT footprints, labor costs, and supply chain strategies are completely different across enterprise locations. Partner content with @skkynetinc and Arch Systems. #skkynet_ai pic.twitter.com/7oBDY5crhg
— Lucian Fogoros (@fogoros) 17 juin 2026A successful AI deployment at one plant often cannot scale to another because the IT and OT footprints, labor costs, and supply chain strategies are completely different across enterprise locations. Partner content with @skkynetinc and Arch Systems. #skkynet_ai
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Nitrosend revolutionizes email creation with AI
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Drag and drop email builders have been the standard for 15 years and nobody questioned it until now.
— AI Highlight (@AIHighlight) 17 juin 2026
Nitrosend plugs directly into Codex and ChatGPT via MCP so you describe your email in plain English and it comes out pixel-perfect, on-brand, and ready to send.
The builder era… https://t.co/4bPXi1bR9gDrag-and-drop email builders have been the norm for 15 years and no one has questioned it until now. Nitrosend plugs directly into Codex and ChatGPT via MCP, so you describe your email in plain English and it outputs the result.
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Matt Shumer says Fable solved computer use
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Also, I don't know if anyone noticed, but Fable ~solved computer use.