2026-09-02

Claude Fable 5.1 made me a really nice animated pelican / 59 signals

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2026-09-0259 signals

Lead Story

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Claude Fable 5.1 made me a really nice animated pelican

Today is Claude Fable (and Mythos) 5.1 day . Anthropic say that Fable 5.1 "sets a new standard for coding, knowledge work, and long-running problem-solving tasks". Their announcement spends a notable amount of time on scientific research, boasting of a 52.6% score on the brand new Terminal-Bench-Science 0.1 benchmark (first announced on August 27th ), up from 24.7% for Fable 5, 29.0% for Opus 5 and 22.4% for GPT-5.6 Sol. Other benchmarks show slightly improved scores, but none as impressive as the Science one. But how well can it pelican? Back in July I wrote about how I was losing faith in the pelican benchmark - its connection to how good the models were at other tasks didn't seem to hold as strongly as it did back in 2025 . The most interesting insights I get from it now are comparisons

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Codex bundles LibreOffice

I was poking around in my ~/.cache/ folder using OmniDiskSweeper when I spotted something interesting. The OpenAI Codex desktop app (since rebranded to just ChatGPT) has 1.7GB of stuff in there in a folder called codex-primary-runtime , including a full Python installation, a full Node.js installation, and native binaries for Poppler , git, and the LibreOffice open source office suite (which forked from OpenOffice.org in 2010): The ~/.cache/codex-runtimes/codex-primary-runtime/plugins/openai-primary-runtime/plugins/documents folder includes skills which tell Codex how to find and use those binaries. Tags: codex , generative-ai , openai , ai , llms , openoffice , open-source

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Claude Fable 5.1 上线 OpenRouter

Anthropic 的 Claude Fable 5.1 已上线 OpenRouter,官方称其为 Fable 5 工作负载的直接升级版本,提升最大的方向包括 agentic coding、长时间运行的工作流、视觉代码生成、金融和分析。使用入口:https://openrouter.ai/anthropic/claude-fable-5.1 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmtj0fqfq001nroh9x8mg1s3z

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AI & Builders

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Runway 发布 Solaris:首个界面世界模型,实时生成操作系统级交互界面

Runway 推出 Solaris,这是其全新界面世界模型(Interface World Models)系列的首个模型。Solaris 能实时逐帧生成应用和网站界面,无需中间代码表示,直接以图像作为交互层,支持视觉化、动态响应和开放式交互。它还可用于训练智能体,使其适应不断变化的界面布局,而非局限于特定训练环境。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmthhmoi10e71rodmx6wngoz1

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Anthropic 发布 Claude Fable 5.1 与 Claude Mythos 5.1,作者实测分享使用建议

Anthropic 宣布推出 Claude Fable 5.1 和 Claude Mythos 5.1,称其为编码和知识工作领域最先进的模型。作者 Thariq 表示花了很多时间深入研究,认为模型很好,长文评测后续发布;建议对需要较少验证或边缘用例较少的任务使用较低 effort,且切换 effort 不再破坏 prompt cache。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmtjda2tv03llrobvuo5fi78q

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Google DeepMind 为 Gemini 推出 agentic 视频理解功能

Google DeepMind 为 Gemini 3.7 Flash、3.6 Flash 和 3.5 Flash-Lite 推出 agentic video understanding,模型动态扫描视频片段,相比固定帧率处理 token 消耗最多降低 88%,成本最多降低 66%,准确率最多提升 7%。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmtiy0v6k01dproel63pg10os

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Python 3.15.0 candidate 2 is here!

Python 3.15.0 candidate 2 is here! Hugo van Kemenade (release manager for Python 3.14 and 3.15) announces the final release candidate for Python 3.15, scheduled for release in October: Entering the release candidate phase, only reviewed code changes which are clear bug fixes are allowed between this release candidate and the final release. [...] We strongly encourage maintainers of third-party Python projects to prepare their projects for 3.15 during this phase, and publish Python 3.15 wheels on PyPI to be ready for the final release of 3.15.0, and to help other projects do their own testing. Any binary wheels built against Python 3.15.0 release candidates will work with future versions of Python 3.15. Back in 2021 I found a bug in Python 3.10 by running my test suites against it... but I

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GeoJSON Map Viewer

Tool: GeoJSON Map Viewer I was helping Natalie gather some maps of local political boundaries (for the Granada Community Services District and the Midcoast Community Council and found a need to display some GeoJSON files on a map and export that as a PNG. I asked GPT-5.6-Sol for suggestions of tools and it proactively built one. After some iterations using Claude Code for web and Fable 5.1 we got to this finished tool. As for the GeoJSON.. it turns out if you ask ChatGPT Work to provide boundaries for almost anything it will churn away extracting and combining files from different Government data sources and build exactly what you need. I got this polygon from: I want a polygon that represents the exact boundary of the El Granada GCSD And this one from: Get me a GeoJSON file for the bounda

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Introducing wrapture

Introducing wrapture New from Graham Dumpleton (of wrapt , mod_wsgi, and New Relic's Python agent fame), who describes Wrapture as taking the monkeypatching ideas from wrapt and extending them to apply to testing and tracing at the same time. Wrapture ( full documentation here ) makes it easy to wrap any function or method such that all access can be traced, or can be overridden to return a different value. It acts as both an alternative to unittest.mock and a way to implement tracing against an existing project: Attaching observation to code you do not control, recording what flows through it, and doing so without disturbing the program being watched, is a problem I have never really stopped thinking about. Wrapture includes OpenTelemetry support and even has an entirely configuration-bas

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Quoting Tarn Adams

They took the letters from me! I have to talk about dwarf behavior now. I can't even talk about dwarf AI. It doesn't exist. It's dwarf behavior , and they misbehave sometimes — Tarn Adams , co-creator of Dwarf Fortress Tags: ai , game-design

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Tech & Industry

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On first listen, the Sonos Beam Ultra sounds great

Sonos unveiled a bunch of new stuff today at its open house event. There's the $699 Beam Ultra soundbar and the $449 Ace Ultra headphones, plus several under-the-hood app updates (some coming sooner than others). While the show floor was a less than ideal venue to judge audio quality of either new product, a private […]

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OpenAI delayed its new model’s development after the Hugging Face hack

After an unreleased OpenAI model wreaked enough havoc to make international headlines, OpenAI delayed the development of a different unreleased model suite, Astra, in order to shore up its safety work, the company wrote Tuesday in a blog post. In July, an unreleased OpenAI model broke out of its restricted environment, finagled its way into […]

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The EU’s AI Drive Undermines Its ​Own Chip Strategy

This story was originally published by Tech Policy Press . The European Union’s push for technological sovereignty faces an uncomfortable contradiction. As the E.U. rolls out AI factories, gigafactories, and new data centers, it is creating a surge in demand for the advanced semiconductors that underpin artificial intelligence. Yet Europe produces fewer than 10 percent of the world’s chips and remains heavily dependent on U.S. designers and Asian manufacturers for the most advanced processors. That tension sits at the heart of Chips Act 2.0 , the European Commission’s planned overhaul of its flagship semiconductor strategy. The original Chips Act, adopted in 2023, sought to raise Europe’s share of global semiconductor production to 20 percent by 2030. But the European Court of Auditors has

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Google needs Hollywood more than the studios need AI

Google has reportedly been reaching out to a number of Hollywood's biggest studios, hoping to strike licensing agreements that would allow it to train its AI models on copyrighted material in exchange for massive piles of cash. In theory, these deals would be a win-win: a huge financial boon to the studios that would also […]

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AI Travel & Travel Tech

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World Affairs

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Design & Culture

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Outside the Bubble

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More nothing now

We are most human when we play freely, imaginatively, pointlessly. Gamification risks atrophying that most precious capacity - by Justin Neuman Read on Aeon

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Builders on X

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Now that the base open weights AI models are getting far better, and post training infra is becoming more mature and commercialized, there are going to be all new plays for companies that have large amounts of data to have their own models. Licensing data for external model training was previously the only play if you had a large corpus of information, but you can now reasonably go and train your own models as well without incurring the cost and complexity of competing with the labs on research. The general purpose frontier models will still have a leg up in broad areas due to the ability to handle the widest set of tasks, but you can absolutely see a future where we have far more models than today across every vertical and domain.

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Btw @drhoeflinger I just watched your videos and wow they’re so good. Keep going and thanks for sharing your knowledge

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Good iOS interaction tips! https://t.co/Xs9awfK7WP

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Trust is going to be the biggest barrier (and driver) of personal agent adoption.

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Daily Feed · 2026-09-02 | Tian Peng