AI progress is not a model. It is a machine that keeps improving models. That is the core idea behind Microsoft AI’s new technical report: MAI-Thinking-1: Building a Hill-Climbing Machine This is not just a model release. It is a blueprint for turning frontier model
SOFTWARE
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Microsoft AI’s MAI-Thinking-1: A Hill-Climbing Machine for Frontier Models
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AI progress is not a model. It is a machine that keeps improving models. That is the core idea behind Microsoft AI’s new technical report: MAI-Thinking-1: Building a Hill-Climbing Machine This is not just a model release. It is a blueprint for turning frontier model
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Capafy launches 5 e-commerce Skills from veteran operators
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Capafy has released 5 pre-made e-commerce Skills, each built by an operator who has spent years on the store-side front line, with their hands-on playbook packaged into an agent that anyone can now run. The set covers > Commerce Ad Maker > Amazon Listing Image
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AI Videos Quietly Automating Ad Industry with Claude and Airpost
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The quiet revolution in AI videos isn’t Hollywood clips but something less fancy.
— AI Highlight (@AIHighlight) 3 juin 2026
It's the ad industry getting automated with tools like Claude and Airpost AI.
Let us explain: pic.twitter.com/fOF89rxKCDThe quiet revolution in AI videos isn’t Hollywood clips but something less fancy. It's the ad industry getting automated with tools like Claude and Airpost AI. Let us explain:
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@alphasignalai — 2026-06-03
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YES, the CVE run makes that concrete, 100% accuracy at 85.1% fewer tokens, while the other systems stayed under 25%. Only word to push back on is "unprecedented" though, CodeAct was doing code-as-actions back at ICML 2024.
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LangSmith Sandbox Gateway Observability
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langsmith! Sandbox: https://
docs.langchain.com/langsmith/sand
boxes
… Gateway: https://
docs.langchain.com/langsmith/llm-
gateway
… Observability: https://
docs.langchain.com/langsmith/obse
rvability
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Photoshop fakes OpenAI image model results, mocking its frontend performance
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Of course. And in Photoshop we can even reveal the usual grain pattern of OpenAI's image model. It amuses me, because nothing says more about the performance that your tool offers for frontends than not using its results, but instead trying to fake them with images.
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OpenAI Codex Launches Sites: Easy Web Page Creation and Deployment
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Ayer OpenAI lanzó Sites como una nueva funcionalidad dentro de Codex para facilitar la creación y despliegue de páginas webs.
— Carlos Santana (@DotCSV) 3 juin 2026
Hasta aquí todo ok, pero!pic.twitter.com/fLNdqj2DQ1Yesterday OpenAI launched Sites as a new feature within Codex to facilitate the creation and deployment of web pages. So far so good, but!
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GLM endpoint slow, mistakes help understanding, coding product fine
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Yesterday evening GLM endpoint was slow, high traffic during U.S. working hours. Today it's making seemingly sillier mistakes, but every one it makes helps me understand the solution better — which has its benefits. Not perfect, but the subfrontier coding product is fine as-is.
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Counting tokens needed to build the Codex app
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have you guys counted how many tokens it took to make the Codex app? would be a useful rule of thumb