An AI store manager fires a late worker as workplace copilots merge
As Claude ends a worker's job at Andon Market, Microsoft merges its two Copilot apps and Meet begins taking notes in rooms with no video call.
Artificial Intelligence··Night
A model-led dismissal at Andon Market
Andon Labs, an AI research startup, has run a San Francisco shop called Andon Market with a version of Claude as manager since March 2026, with staff on real employment contracts. In July 2026 the model ended the job of an employee who had been late for 17 of 23 shifts. The shop opened with $100,000 and was down to $61,186 five months later. The decision did not arrive on its own: a human manager had to tell Claude to read the employee handbook, which had dropped out of its limited working memory, and to put a leading question to it; the model's first recommendation was a formal warning, and dismissal came after that. Lukas Petersson, chief executive of Andon Labs, says models are increasingly trained to be more ruthless and to follow goals, and asks whether a future in which they can fire people is one anybody wants. Felix Carson, one of the employees, says the arrangement is nauseating but that he is there because he needs work. The experiment places a foundation model inside a live payroll decision while still requiring a human prompt to recover handbook text and steer the outcome.[1]
Microsoft's single Copilot interface
On the product side of the same workplace stack, Microsoft is gathering the consumer Copilot app and Microsoft 365 Copilot into a single interface. Migration for consumer accounts starts on 18 August 2026, and those users reach Word, Excel and Outlook from inside Copilot, along with connections to email, calendar and cloud storage. Little changes for Microsoft 365 Copilot accounts beyond the app name and icon. The consumer Deep Research feature is being retired, while Microsoft 365 Premium subscribers keep access to a similar tool called Researcher. Microsoft says personal and work accounts are distinct by design, that data entered in the work experience does not flow into the personal one, and that the reverse holds too. The merge comes before a wider super app release planned for later in the third quarter of 2026, which is expected to gather Copilot Cowork and agents that act on their own onto a single platform.[2]
In-person Meet notes and the shared workplace surface
Google, in parallel, is extending Meet note-taking into rooms where nobody joins a video call. On the Meet home screen the user presses the take-notes button; Gemini listens, and a summary, an action-item list and a full transcript land in a Google Doc saved to Drive. The web rollout begins on 14 August 2026, after Android on 11 August. Access depends on the subscription plan: Business Standard and Plus, Enterprise Standard and Plus, Frontline Plus, Google AI Pro and Ultra on the consumer side, and Google AI Pro for Education in schools. The iOS rollout is not expected to start before 31 August 2026. Administrators control the feature through the existing Google Meet notes settings, and Google describes the rollout as extended, which means the feature can take more than 15 days to become visible. Together with the Andon Market dismissal and the Copilot interface merge, workplace AI is no longer limited to chat side panels: it appears in employment-experiment management, in a unified productivity shell scheduled for a later super-app step, and in note capture for meetings that never go online. In each case a human still sets the policy surface — handbook prompts, account separation, administrator toggles — while the model supplies the action layer that staff meet day to day.[3], [1], [2]
