Ling and Ring Technical Report 2.6 Efficient and Instantaneous Agentic Intelligence at the Scale of Trillions of Parameters
SOFTWARE
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Usefulness of the Claude Tag feature in Slack
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I use Slack daily. The Claude Tag feature actually seems very useful to me, a feature I would even use. "We start with Slack, where Claude can join as a team member. Give Claude access to selected channels, and
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The Art of Loop Engineering with Deep Agents
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The art of loop engineering, powered by Deep Agents! https://langchain.com/blog/the-art-of-loop-engineering …
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Claude in a channel instance with sandbox for coding and testing
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Tag Claude in a channel, it launches an instance with its own sandbox. It clones repositories, writes code, tests, compiles everything in this isolated environment and the sandbox is deleted when finished. One instance per thread, its own memory and its
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Claude Everywhere: Claude Code under the hood, 65% code by internal Tag
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This is the beginning of Claude Everywhere. It's Claude Code under the hood, so it is just as powerful for writing code. 65% of the new code from our product team is created by our internal version of Claude Tag.
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Launch of Claude Tag, a proactive multiplayer Slack bot
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We're launching Claude Tag today. Tag Claude into Slack and it works in channel with you. It’s proactive, multiplayer, with its own identity and memory.
— Boris Cherny (@bcherny) 23 juin 2026
But it’s not just a bot in Slack. Over the last few months, it’s totally changed how we use Claude https://t.co/6mimSRmk0yWe are launching Claude Tag today. Mention Claude in Slack and it works in the channel with you. It is proactive, multiplayer, with its own identity and memory. But it’s not just a bot in Slack. Over the past few months, it has completely changed the
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AI Voice Dictation 2026: Automatic Punctuation, Context and Homophones
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10. Voice dictation that really works. Open any keyboard, tap the microphone and speak. The 2026 AI dictation automatically punctuates, follows context and correctly distinguishes "là", "leurs" and "ils sont". Speak a complete WhatsApp message or an email.
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Enable Gemini to summarize, write, translate, analyze
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1. Gemini, already integrated. Press and hold the home button or swipe up from a corner. A real AI opens, not the old assistant. Ask it to summarize a page you're reading, write an email, translate a sign, or analyze a photo. It was
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Initial deployment: small step, essential repeatable improvement cycle
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One thing we have observed quite consistently: deploying the first version is only a small part of the work. A key part of building reliable agents is having a repeatable lifecycle to improve them over time.
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Codex is my go-to backup for these moments
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haha Codex has honestly become my go-to backup for exactly these moments.