OpenAI's Work Data, Notion's Agent Credits, and GPT-6.1 Terra
AI PM Research
Monday, October 26, 2026
OpenAI's Work Data, Notion's Agent Credits, and GPT-6.1 Terra
OpenAI published real usage data on how 165 work activities break down across 100 countries while simultaneously shipping a computer-use model aimed at automating a chunk of those same activities, Notion rebuilt its AI pricing around a credit system that bundles model routing decisions away from users, and Cursor's new Agent SDK signals that "define an agent as a folder of code" is becoming the default packaging format for custom agents.
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OpenAI - ChatGPT's Expanding World of Work (plus GPT-6.1 Terra for computer use) OpenAI published "ChatGPT Signals" data covering 165 distinct work activities across nearly 100 countries, showing how ChatGPT usage patterns differ by role, country, and task type, and how that usage has shifted over time. 1 Terra, described as bringing "fast and capable computer use to everyone." |
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Notion - Agents Rebuilt Around a Credit System and Model Routing Notion rebuilt its AI pricing and infrastructure around a new credit system, long-running agents, and the ability to bring your own AI model. Co-founder Akshay Kotharii frames it as "more for less": faster, more efficient Notion AI through smarter model routing. |
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Cursor - Agent SDK: Package an Agent as a Folder of Code Cursor shipped an Agent SDK that lets developers define an agent as a folder of code, test it with evals, and deploy it either to Cursor's infrastructure or their own. The workflow is npx @cursor/agent-sdk init ./my-bot followed by agent-sdk dev to run the bot locally with a playground before deployment. |
Also today
- Lenny Rachitsky: Published a Claude Duet honest review plus a video walkthrough of how Reddit's principal UX engineer built a custom Figma MCP + Cursor pipeline to take designers from blank slate to shareable prototypes (2026-10-26): https://www.lennysnewsletter.com/p/how-i-ai-claude-duet-honest-review and
- Amjad Masad: Announced Replit for Government, bringing on former AWS public sector lead Michael Greenwald to target how governments build and operate software
- AWS: Published a prompt caching pattern guide for running OpenAI models on Amazon Bedrock, specifically targeting the cost/latency problem of agents re-reading full context on every step
- AWS Bedrock: GPT-6.1 Terra is now generally available on Amazon Bedrock, same day as OpenAI's own launch
- Figma: Video and image models from Figma Weave are now accessible via the Figma MCP, extending Figma's AI surface area into agent-accessible tooling
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