I also like the operational thinking behind it. You get: → Thinking mode for deeper reasoning and multi-step tool calls
→ Faster mode when latency matters
→ JSON mode, streaming, file-based Q&A
→ Token estimation so you can predict cost before heavy vision jobs And it is
LLMS
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Claude’s Operational Features: Thinking Mode, Speed, and Cost Control
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256K Context Window: Real Benefits Beyond Specifications
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Then there is the 256K context window. That is not a spec sheet flex. That is: → Entire codebases in context
→ Long legal or technical documents without chunking gymnastics
→ Multi-turn agent workflows that do not lose the plot If you are building internal copilots or -
True Multimodal AI: Moonshot’s Native Text-Vision Integration
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Most “multimodal” AI is just duct tape.
— Ronald van Loon (@Ronald_vanLoon) 24 mars 2026
One model for text.
Another for vision.
A pipeline to glue it together.
But what happens when text + vision are native in the same model, with a 256K context window?
That is what Moonshot AI just changed.
A thread on what I learned from… pic.twitter.com/CmnuE9FNJxMost “multimodal” AI is just duct tape. One model for text.
Another for vision.
A pipeline to glue it together. But what happens when text + vision are native in the same model, with a 256K context window? That is what Moonshot AI just changed. A thread on what I learned from -
Native Multimodal Models: Architectural Shift in AI Integration
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The biggest shift is architectural. This is not text routed to a vision model. It is a native multimodal model. → Send base64 images or even videos directly into a chat completion request
→ Reason across text and visuals in the same workflow
→ No fragile orchestration layer -
AI Can Now Write and Publish Books in 48 Hours with Gemini 3.0 Prompts
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L'IA peut maintenant écrire, designer et publier un livre complet en seulement 48 heures. Voici 10 prompts puissants de Gemini 3.0 pour devenir auteur publié ce mois : [ Ajoute en Signet pour ne pas perdre ! ]
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Edge AI Innovation: Metis AIPU and Europa LLM Technology
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At Embedded World 2026, our CEO and co-founder Fabrizio Del Maffeo sat down with Embedded Computing Design to talk about where edge AI is headed and what it actually takes to get there. A few things worth watching for: The dedicated accelerator model. Just as a graphics card handles specialized tasks without burdening the CPU, our AIPUs are purpose-built to run AI workloads efficiently alongside existing processors. No rip and replace, just more capability where you need it. Real-time intelligence at the edge. Physical AI means the machines around us can understand and respond to the world in real time, without a round trip to the cloud. That changes what is possible across industrial, medical, and autonomous systems. Performance that scales. The Metis AIPU delivers 214 TOPS at a fraction of the power and cost of traditional setups, bringing high-performance inference within reach for builders who previously could not justify the tradeoff. What comes next. With Europa on the way, large language models are coming to the edge too. Watch the full conversation here: eu1.hubs.ly/H0sVnCq0 #AxeleraAI #EmbeddedWorld #EdgeAI #PhysicalAI #ComputerVision #Semiconductors
→ View original post on X — @axeleraai, 2026-03-24 07:30 UTC
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Budget Tokens Parameter Naming Hallucination in AI Responses
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Having said that, the "budgetTokens:0" thing in the response appears to be a hallucination. The correct name of that param is "budget_tokens".
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Agentic Design Patterns: Building Intelligent Systems Guide
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"Agentic Design Patterns: A Hands-On Guide to Building Intelligent Systems" Read the Online eBook from Google at https://
docs.google.com/document/d/1rs
aK53T3Lg5KoGwvf8ukOUvbELRtH-V0LnOIFDxBryE/mobilebasic?pli=1#heading=h.pxcur8v2qagu
… Buy hardcopy version at http://
amzn.to/3IyOrPx -
AI Models Excel at Breadth But Lack Depth and Creativity
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Current AI models have super human breadth and speed, but lack depth and creativity https://t.co/RDmr0aP87X
— Joscha Bach (@Plinz) 24 mars 2026Current AI models have super human breadth and speed, but lack depth and creativity
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Complete Guide to Building AI Agents from Zero to Production
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"The Complete Guide to Building AI Agents — From Zero to Production" 51-page PDF — download at https://
linkedin.com/posts/suryakir
an-jose-bb24671bb_ai-activity-7380718746245500928-Huap
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