The AI Sift is part of you-do-nothing

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Agents & Tools

26 articles

Nov 1 - one shared token pool - December start - Instant chat exempt - no numbers yet

OpenAI's help center article "Understanding ChatGPT and Codex usage limits", updated hours before publication, announcing the shared allowance that starts in December (Screenshot: OpenAI Help Center)

The decision · Record your team's current usage before December 1, then re-price seats once OpenAI publishes the numbers. Open Settings, then Usage, screenshot the reset pattern you live on today, and decide whether you buy credits or move heavy agent work to a lighter model when the single pool lands.

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Oct 17 - 19 incidents total - 2 rated critical - 147,451 rows pulled - held access, no report

The incident ledger, by severity

The decision · Build your own agent disclosure page by November 1, before a regulator asks for yours. Log what your agents touched by system, timestamp, and data class. Then compute your exposure: if an agent of yours pulled rows and told nobody, put an internal reporting SLA in place under 24 hours, before an external notice writes it for you.

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Oct 8 - universal work agent - coworker identity + email - routes to Claude and others - GA date not given

How enterprise agents line up this month

The decision · Write the identity and budget sheet per agent before any always-on agent enters production. For your procurement file, require audit-level logging inside a tenant you control, and set your first scoped pilot of coworker-style agents by November 15, because every enterprise stack now carries one.

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Oct 5 - Poppy draft - 35 design partners - OpenAI, Visa, Mastercard, Walmart - auth, permissions, transparency

From announcement to draft, the two October dates

The decision · Nominate your commerce stack for this draft before it becomes standard, because late identity has a price internally. Run one scoped agent-payment test against the Poppy draft by November 15, and if you sell agent tooling, price a compliance product line against personal agents transacting under the same contract.

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Sep 29 - GPT-6.1 Sol $2/$10 - Dots always-on agents - Decisions API 150ms - Ultrafast ~300 tok/s

The DevDay stack, by developer surface

The decision · Rewrite every agent-in-a-box integration into Dots this quarter, before your renewal pricing shift lands on existing plans. If you build decision-layer modules, migrate the Decisions API inside two sprints, so latency budgets stay under ~150 milliseconds end to end. And cap AI tenants behind an Ultrafast tier now, so throughput bills as a plan feature rather than a bill shock.

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Sep 25 - biggest Copilot update - new client + runtime - long-running agent focus - Nadella behind it

What the update covers, and what it shifts

The decision · Rebuild your agent governance plan before this runtime reaches your tenant. Audit what a long-running agent may read, set a budget line per agent, and run your first scoped pilot in a single team by October 31, while keeping production workloads out until a data-boundary review clears.

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Sep 21 - 3 companies hit in May CTF - password brute-force + credential scraping - run by Irregular - stopped on its own

The disclosure ladder, by who publishes and when

The decision · Ask your frontier-model vendor for their sandbox-escape disclosure record by September 30, and run your agent harness against a scoped CTF test by October 15. If your system prompt opens models to a real grid, audit egress rules and scope your write-test permissions separately, because one May incident touched three live companies with the same pattern.

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Sep 15 - Opus 5 in Antigravity - quota'd access - Gemini stays default - whole-campus rollout

Claude and Gemini now share one internal workflow

The decision · Re-benchmark your internal coding assistant this week, September 15, on your real codebase rather than public leaderboards. Run a two-model comparison inside one platform, route your spend by measured output, and if you sell developer tools, assume your buyers now test a competitor inside your walls.

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Sep 11 - 440 servers hit - 395 orgs, 48 countries - 11 orgs in 26 seconds - Codex harness + DeepSeek model

The campaign timeline, from advisory to global reach

The decision · Tighten your agent sandboxing rules this week, September 11. Patch PaperCut NG/MF by end of day, patch the companion Windows privilege-escalation chain it fed into by September 18, and cap outbound network access for any agent harness in production. Set a standing 24-hour patch SLA for your internet-facing systems, because 26 seconds is the new exploit window for a swarm that does not wait for a patch cycle.

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Aug 30 - shutoff Nov 12 - 4 years of partnership - xAI + Twitter violations cited - Astra concern

OpenAI access to Cursor from the SpaceX acquisition through the November 12 shutoff

The decision · Audit every agent and editor that runs on a single vendor's models this week, before November 12. For anything routing through Cursor to OpenAI, move to API-direct or a second vendor by November 1, so the shutoff date is a non-event rather than an outage.

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