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Follow the change ·

The day,
in perspective.

What happened in AI and robotics — and the change behind it. A reading path through 22 stories from BIG CHANGE.

Ordered using RADAR attention, story opens and likes. Excerpts from our published reporting; open a story for the full context and sources. Dates in UTC.

analysis

Stripe put domain owners at the center of its internal AI

Stripe separates agent maintenance from infrastructure. Its design raises a practical question: who owns instructions, permissions and evidence that the work is correct?

The big change

What changed: Specialists maintain agent behavior on shared infrastructure.

Why it matters: Choosing an agent platform also means assigning responsibility for its instructions and permitted actions.

What to watch: Measure successful tasks and corrections alongside participation. Weekly use counts cannot answer whether work was correct.

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news

Google CC turns a personal agent into a shared household coordinator

Google CC adds shared household planning with member-selected inputs.

The big change

What changed: Members contribute selected information to a common brief, calendar and task list.

Why it matters: The source of a plan's context and permission to act on it are different questions. Sharing an item does not settle both.

What to watch: CC needs permission before acting or sharing outside the group.

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analysis

Greece wants AI in schools. The harder question is what role it plays

Greece's teacher-first AI pilot separates questions about workload from pupil learning. The public plan makes expansion conditional on success.

The big change

What changed: Greece’s prime minister has connected an existing teacher pilot with open questions about pupil use.

Why it matters: Teachers’ workload and pupils’ learning are different outcomes. The published records provide no measurements of either.

What to watch: Watch for pilot results and the intended users of any next phase.

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analysis

Rabbit OS3 works without an r1, but remains a technical preview

Rabbit OS3 works in a browser without an r1. Model billing, cloud processing and technical-preview terms shape what connecting your computer means.

The big change

What changed: Rabbit has separated its agent system from the r1. A browser can be the main workspace, while an optional local worker gives the cloud service access to approved files, tools and commands on connected computers.

Why it matters: The price of entry is no longer a hardware purchase. Cost and control instead sit across three places: Rabbit’s interface and memory, the model account behind a bring-your-own-key connection, and the permissions granted on each computer.

What to watch: Rabbit advises against production and enterprise deployment. Its technical-preview warning needs reading alongside the launch announcement.

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analysis

AT&T's workforce is shrinking. The AI explanation is incomplete

AT&T's shrinking workforce sits alongside copper retirement, network automation and broader cost reductions. The reviewed records do not separate their employment effects.

The big change

What changed: AT&T is retiring legacy infrastructure while automating tasks in its newer network. These change different kinds of work.

Why it matters: Retiring equipment removes upkeep; automating tasks changes how work gets done. Neither establishes how many employees leave or why.

What to watch: Workers and investors need a breakdown of employment effects across these programs to judge which work is disappearing, changing or growing.

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analysis

Britain's information defence centre needs a clear chain of command

Britain proposes a centre for hostile-state information attacks, though NSOIT already covers similar risks and Parliament has questioned ownership and scrutiny.

The big change

What changed: Security chiefs have been instructed to begin work on a centre with detection, attribution and disruption in its remit. The speech does not establish an operating body or new powers.

Why it matters: Identifying synthetic or misleading material does not identify who directed it. A state attribution can shape government and platform responses, making evidence, ownership and scrutiny part of the public-interest question.

What to watch: Parliament questioned divided responsibility. The implementation plan should name a lead, define the centre's relationship with NSOIT and state its oversight.

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