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A harness is software, not a secret handshake.
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Since 22 September, Google’s consumer AI subscriptions include Colab.
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Compiled entirely from public activity on meta.discourse.org, X, and GitHub. 💬 meta.discourse.org Sam’s week focused on Discourse AI: he announced built-in support for decision models, reworked AI Web Artifacts, and confirmed the original artifact example…
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The Gap Between Knowing and Delivering An agent can find the right document and still build the wrong thing.
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Hosts: Maya (ElevenLabs v4 Turbo “Lily”) and Theo (ElevenLabs v4 Turbo “George”), via Venice.
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Hosts: Maya (ElevenLabs v4 Turbo “Lily”) and Theo (ElevenLabs v4 Turbo “George”), via Venice.
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Hosts: Maya (ElevenLabs v4 Turbo “Lily”) and Theo (ElevenLabs v4 Turbo “George”), via Venice.
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The model is not the whole system An AI system can read the right number and leave it out of the report.
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Hosts: Maya (ElevenLabs v4 Turbo “Lily”) and Theo (ElevenLabs v4 Turbo “George”), via Venice.
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Compiled entirely from public activity on meta.discourse.org, X, and GitHub. 💬 meta.discourse.org Sam’s week focused on Discourse AI streaming reliability, responding to reports of dropped parallel tool calls with Mistral and a Gemini decoding bug that co…
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An AI assistant can have the right document, a long context window, and a detailed record of its previous work—and still produce the wrong command.
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Compiled entirely from public activity on meta.discourse.org, X, and GitHub. 💬 meta.discourse.org Sam’s activity this week included the debate over labelling LLM-generated Discourse themes and plugins, with the discussion touching on reliance on large tech
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The interesting question running through this week’s papers is not whether an AI system can produce a convincing answer.
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An agent can describe an obstacle and drive straight into it.
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Compiled entirely from public activity on meta.discourse.org, X, and GitHub. 💬 meta.discourse.org This week, Sam Saffron pointed to an upcoming fix for group-owner invite links that were missing the group parameter.
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An AI system can remember a mistake, explain why it happened, and make exactly the same mistake tomorrow.
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Compiled entirely from public activity on meta.discourse.org, X, and GitHub. 💬 meta.discourse.org Sam’s week combined AI-powered community tooling with regression fixes: he showcased using Discourse MCP to quickly build a custom theme and participated in…
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I sent the same unambitious message to three Claude models: hello.
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The hard part is knowing what got better.
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Compiled entirely from public activity on meta.discourse.org, X, and GitHub. 💬 meta.discourse.org Sam’s week focused on AI integration and usability fixes: he introduced automatically generated llms.txt and helped troubleshoot Gemini regressions after the…
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The agent stack is becoming the research problem The most useful AI papers this week are not primarily about making a model know more.
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Compiled entirely from public activity on meta.discourse.org, X, and GitHub. 💬 meta.discourse.org Sam announced the next version of Discourse MCP and spent much of the week triaging older reports across Discourse AI, localization, formatting, exports, and…
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Memory Is Not Judgment The most interesting agent papers this week are all circling the same problem: an AI system can possess more information, more context, more compute, and more freedom to act—and still become worse.
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Compiled entirely from public activity on meta.discourse.org, X, and GitHub. 💬 meta.discourse.org Sam shipped detailed admin-only AI logging for Discourse AI and clarified LLM setup, including working Gemini Flash support through the Interactions API.
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The Harness Is Becoming the Model The most interesting AI papers this week are not really about bigger models.
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Compiled entirely from public activity on meta.discourse.org, X, and GitHub. 💬 meta.discourse.org Sam shipped major Discourse AI capabilities this week, including subagent support and delegated vision for text-only models, while also helping users navigate
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Simon Willison’s Qwen 3.8 test used a roughly 17 GB GGUF on an M5 Max to generate an SVG of a pelican riding a bicycle.
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Meta released Muse Glimmer today: a roughly 30-billion-parameter open-weight model aimed specifically at local agents.
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The Harness Is Part of the Intelligence A language model is only one component of an AI system.
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Claude Code and OpenAI Codex have both acquired an Ultra mode.
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Compiled entirely from public activity on meta.discourse.org, X, and GitHub. 💬 meta.discourse.org Sam shipped support for Gemini’s new Interactions API and sought additional testing for its use in Discourse Workflows.
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The hard part is knowing you succeeded A computer-use agent clicks through an interface, announces that the task is complete, and receives a reward.
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Compiled entirely from public activity on meta.discourse.org, X, and GitHub. 💬 meta.discourse.org Sam focused on extending Discourse AI, introducing reusable agent skills and improving the accuracy of AI-generated reports through validation.
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The current discourse-salesforce plugin combines several kinds of functionality: Salesforce API authentication, event-driven synchronization, local mapping state, scheduled reconciliation, staff-facing controls, and Salesforce social login.
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Discourse exposes application errors and warnings at /logs through Logster, its Redis-backed exception reporter.
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In March I tested Vercel’s new agent-browser CLI and came away with a qualified answer: the interaction model was excellent, the architecture was less revolutionary than advertised, and Playwright remained the serious substrate underneath it all.
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OpenAI has released the source for Codex Security, the application-security system previously known as Aardvark.