Two quick updates in image world. Try adding –preview to your prompt for a early peak at V8.2 aesthetics & personalization. We've also updated our big batch draft mode to work with –sref random so you can explore style space 24x faster than before. Enjoy!
SOFTWARE
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Why Claude Code outperforms general LLM apps with grep and search
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It just greps a lot and searches that's why Claude Code is better at it then a general LLM app
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SambaNova’s fastest inference cloud and Ricoh’s custom Japanese AI models
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Customers Scaling AI Faster General Compute @fastinference launched the world's fastest inference cloud for AI agents, powered by SambaNova. Meanwhile, @ricoh is using SambaCloud for custom Japanese AI models and agentic business workflows, moving from tens of tokens per
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Build Faster Coding Agents with SambaNova Responses API and MiniMax M2.7
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Build Faster Coding Agents SambaNova now supports the Responses API, giving AI engineers a cleaner way to connect modern coding agents to fast, production-ready models. Pair the Responses API with @MiniMax_AI M2.7 for repo edits, tests, patches, and high-volume coding
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Neurosymbolic Codex agents outperform pure chatbots
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Neurosymbolic agents (here Codex) are absolutely crushing pure chatbots.
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Building Gradio server app for Ornith-1.0-9B with glm 5.2
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glm 5.2 in hf-claude building a gradio server app for Ornith-1.0-9B
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OpenAI transforms work using agents and Codex internally
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Work at OpenAI is being transformed by agents, in every department. Across our entire company, people are using Codex to do work that is more complex, longer-running, and increasingly cross-functional. Our internal usage offers an early look at how agentic tools may reshape
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Gemma 4 has been installed 200 million times
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Gemma 4 has been installed like 200,000,000 times : )
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Grok with lists sparks new algos watching 30k AI posts daily
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Let us use Grok with lists and you will see an explosion of new algos, like the one I built at https://
alignednews.com/ai which watches 30,000 posts a day from the AI community here on X. There is so much value locked up here on X that no one can get to. Like what events are -
DomainShuttle: Freeform Open Domain Subject-driven Text-to-Video
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DomainShuttle
— AK (@_akhaliq) 25 juin 2026
Freeform Open Domain Subject-driven Text-to-video Generation pic.twitter.com/QC9jYvfnnQDomainShuttle Freeform Open Domain Subject-driven Text-to-video Generation