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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 20 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

OpenAI says external assessor contracts are in progress as it defends researcher firings

OpenAI says its investigation found information-policy violations and that it is finalizing contracts with outside safety assessors. The statement does not specify the alleged breach.

The big change

What changed: OpenAI’s public answer now pairs its account of the firings with a stated plan to finalize third-party safety-assessor contracts and a public reaffirmation of model monitorability as an industry-wide commitment.

Why it matters: The researchers’ dispute concerns both their treatment and their work with outside safety groups. OpenAI’s commitment gives that second question a concrete next step, while the terms, access and scope of the assessor work remain unknown.

What to watch: OpenAI said details would follow in the coming weeks. Those details can show whether independent assessors receive the sustained access the researchers requested and how staff can share information with them while protecting confidential material.

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analysis

OpenAI: ChatGPT use in Russian and Iranian campaigns

OpenAI says Russian and Iranian operations used ChatGPT for internal reports, article editing and some deceptive material. Independent checks support specific examples, while the campaigns’ audience impact remains uncertain.

The big change

The report presents ChatGPT as one tool in a broader influence workflow, with its clearest role in internal reporting and editing.

OpenAI says some fabricated material appeared online and that Iranian operators placed articles under fake bylines in real outlets; the company’s own account is the main source for those findings.

The operators’ claimed reach was unreliable. OpenAI says some claims were corroborated, others were not, and audience impact cannot be read from the operators’ own metrics.

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analysis

OpenAI's reported $50 billion revenue pace and the earlier $70 billion figure

Financial Times reporting puts OpenAI's annualized pace near $50 billion at September's end. A previously reported $70 billion comparison appears to use a different treatment of some partner sales.

The big change

What changed: Investor documents reported by the Financial Times put OpenAI's annualized revenue pace near $50 billion at September's end. Axios says the earlier roughly $70 billion comparison adjusted for a different way of counting some partner sales.

Why it matters: The two reported paces use different accounting bases, so their difference does not establish lost revenue. Neither is revenue for a completed year.

What to watch: The reporting provides no public audited period revenue or detailed bridge between the figures. Those records would be needed to check the comparison more closely.

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guide

A Mac agent can point to the step you must decide

Set up Big Arrow on the Screen to give a Mac agent a temporary visual cue for a step you must inspect and perform yourself. Includes exact commands, permissions and recovery.

The big change

What changed: A shell command can now give a Mac agent a visible pointer for a handoff to its user. The overlay can mark a window or control and then expire; the command itself contains no AI and performs no click.

Why it matters: A person asked to grant access, solve a CAPTCHA or approve a charge can locate the relevant control without handing that decision to the agent. The sign should say what the action does, so the cue helps rather than substitutes for judgment.

What to watch: Targeting by label needs macOS Accessibility access, while some window-title targeting also needs Screen Recording. The permission belongs to the terminal or IDE that starts the command. Choose a targeting method with the access you are willing to grant.

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