8 types of LLMs used in AI agents GPT • MoE • LRM • VLM • SLM • LAM • HRM • LCM Different models for reasoning, perception, planning, and action — not just chat. Agentic AI = model orchestration. #AI #LLMs #AgenticAI #GenAI #MachineLearning
LLMS
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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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Top AI stories: Microsoft Build, Trump order, Claude slides, Hollywood director
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Top stories in AI today: – Microsoft kicks off Build with models, agents, and more
– Trump softens AI review executive order
– Use Claude Design’s new slide decks feature
– Legendary Hollywood director opens the door to AI
– 4 new AI tools, community workflows, and more -
DotCSV: Trusting GPT 5.5 over Codex for Attractive Websites & Frontends
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As much as I like Codex and GPT 5.5, it would be in the latter that I'd trust to create attractive websites and frontends, because as we know, the model is terrible at it. And it seems I'm not the only one who thinks so, but OpenAI does too What do you see in these examples
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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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Microsoft’s new models for frontier lab competition
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Aparte de este, un catálogo completo de nuevos modelos con los que Microsoft ahora deberá iterar y trabajar para mantenerse en la batalla con el resto de laboratorios fronterahttps://t.co/LNq1lmBwR4
— Carlos Santana (@DotCSV) 3 juin 2026Apart from this one, a complete catalog of new models with which Microsoft will now have to iterate and work to stay in the battle with the rest of the frontier labs
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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