Weekly summary · 2026-W40

ChatGPT experiments tracker › Summary archive

Dots autonomous agents and expanded ChatGPT logged-out limits

The configuration reveals instructions for the new Dots autonomous agents and removes the wallet plugin. ChatGPT now allows fifteen logged-out messages.

2026-W40 · 2026-09-28 → 2026-10-04

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feature gates
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dynamic configs
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layers
2026-09-28
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The summary

Generated every Sunday evening from the week's new entries.

Highlights of the week

The configuration changes observed this week align closely with the recent DevDay announcements, particularly regarding the backend implementation of persistent autonomous agents. The underlying instructions for the newly announced "Dots" agents are now visible in the automation configurations. Additionally, the wallet plugin that appeared in the previous week's data has already been removed from the hidden list, and OpenAI is significantly relaxing the engagement limits for unauthenticated users.

Focus by theme

Search and local optimization

The wallet plugin identifier, which was newly introduced in the hidden plugins list last week, has been completely removed from this week's configuration. It is uncertain whether this indicates that the internal test for a transactional or identity feature was abandoned, or if the plugin has simply been moved out of the hidden state for a different phase of deployment.

For unauthenticated users, the parameter enforcing a concise response style has been disabled. This suggests that OpenAI is testing the delivery of standard, full-length search and chat responses to logged-out users, moving away from the truncated formats previously used to limit compute costs or encourage sign-ups.

Web run and integrations

OpenAI is adjusting the engagement thresholds for users interacting with the platform without an account. The soft rate limit modal, which triggers a prompt after a certain number of interactions, has been increased from 7 to 15 messages. This allows for significantly longer conversation threads and deeper web execution tasks before the user is interrupted.

Retrieval and grounding

Following the DevDay announcement of "Dots" (always-on AI agents), the automation configurations have been updated with new, explicit prompt instructions. The system now directs the model to handle an "ongoing goal with a private plan" and instructs it to "use available structured context to understand their goals and prior progress." This reveals the grounding mechanics behind the new agents, showing how they retrieve structured historical data to maintain context and advance long-term tasks across different sessions.

The extensive JSON formatting instructions for skipping notifications, which were deployed last week to control autonomous agent behavior, remain active in the configuration. This confirms a continued technical focus on silently logging agent progress without unnecessarily alerting the user.

To monitor

The interface adjustments for right-to-left languages, which were noted last week for unauthenticated users, are still undergoing refinement. New parameters have been activated to display a large orb and hide subtitles specifically on the bidirectional landing page, indicating ongoing efforts to optimize the international logged-out experience.

A new parameter enabling "best for" labels has been activated in the user interface. This is likely a test to help users navigate the expanding ecosystem of models and subscriptions, directly following the introduction of the GPT-6.1 Sol model and the new Pro 500 tier.

Finally, a new layout element is being tested for image generation, with a flag enabling a dedicated images sidebar that appears immediately after a new chat is initiated.

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Summary archive

Every archived week, immutable, in French and English, on its own page.

Dots autonomous agents and expanded ChatGPT logged-out limits The configuration reveals instructions for the new Dots autonomous agents and removes the wallet plugin. ChatGPT now allows fifteen logged-out messages. 2026-W40 2026-09-28 → 2026-10-04 9 items with substance Pinned composer ads and background agent controls in ChatGPT ChatGPT tests pinned ads above the composer, frames silent background automations, and introduces watermark detection for images generated by Gemini. 2026-W39 2026-09-21 → 2026-09-27 37 items with substance ChatGPT overhauls connectors and introduces an ads manager OpenAI shifts ChatGPT connectors toward an advertising manager, tests a payment-free Plus trial, and prepares a delayed generation system via Kafka. 2026-W38 2026-09-14 → 2026-09-20 37 items with substance Custom models retirement date and local caching in ChatGPT This weekly summary covers new local search caching features, the addition of a Lowe's advertising agent, and a retirement date for custom models. 2026-W37 2026-09-07 → 2026-09-13 44 items with substance ChatGPT adds autonomous web browsing and artifact creation ChatGPT system instructions now include autonomous browser actions and artifact generation. The GPT-5.6 Luna model is also deployed for text editing. 2026-W34 2026-08-17 → 2026-08-23 42 items with substance Financial data for ChatGPT Work and hidden GPT-5.6 models The configuration reveals financial data access for workspaces, the hiding of recent GPT-5.6 models, and the addition of a Wayfair advertising agent. 2026-W33 2026-08-10 → 2026-08-16 56 items with substance Expedia business agents and local search testing in ChatGPT The code reveals dedicated business agents for Expedia and the integration of Yelp for local search. Rich text editing features are also in preparation. 2026-W32 2026-08-03 → 2026-08-09 43 items with substance ChatGPT tests a personalized ad agent and Google integrations The latest configuration data reveals a minimum viable product for personalized ads, new Google Workspace integrations, and writing style personalization. 2026-W31 2026-07-27 → 2026-08-02 55 items with substance ChatGPT exposes future models and integrates medical data Configuration files reveal unreleased models like GPT-5-pro and o4-mini. ChatGPT also integrates official healthcare databases and new ad tracking tools. 2026-W30 2026-07-20 → 2026-07-26 58 items with substance Upcoming ChatGPT Work interface and enterprise integrations This summary details the upcoming ChatGPT Work interface connected to enterprise tools, native document generation, and a global billing infrastructure. 2026-W29 2026-07-13 → 2026-07-19 9 items with substance

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