
A new OpenAI research paper shows how AI agents are transforming work, enabling longer, more complex tasks and expanding productivity across roles.
Agentic AI systems differ from chatbots by operating independently for extended periods to complete complex tasks rather than handling single short interactions. This shift matters because agents are becoming the primary AI tool for work across technical and non-technical roles, with adoption accelerating rapidly across different user groups. Users are increasingly delegating longer-horizon work to agents, including tasks estimated to take more than one hour of human labor, and non-developer adoption has grown especially fast as these tools expand beyond coding into general knowledge work. The transformation reflects how agentic capabilities are changing what kinds of productive tasks individuals and organizations can accomplish with AI assistance.

In February 2024, Notion bought Skiff, an encrypted email and productivity software startup. Within a year, Notion shut down Skiff’s email service (taking @skiff.com email addresses with it). And in April 2025, the San Francisco-based company released Notion Mail, a Gmail client primarily built by people who joined Notion through the Skiff acquisition. Today, Notion announced that it’s shutting down Notion Mail, effectively killing what little remained of Skiff email. In an X post (first spotted

Despite ChatGPT's commanding market lead, consumers who pay for AI have been increasingly choosing Anthropic's Claude, data shows.

Un-0 is an image-generation system tool that shows for the first time how the company's technology can replicate conventional AI systems.
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