In general, I agree. But they are related but slightly different things in some contexts. Like when I say "I am running an open-weight model", I could be using OpenRouter or ollama cloud models.
LLMS
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Claude Code leak shows AI agents stack compaction techniques
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The Claude Code leak revealed something interesting. Good AI agents are not relying on one big context trick. They stack multiple compaction techniques on top of each other. Things like:
filtering tool outputs,
trimming old context,
compressing past conversations,
removing -
OpenKB solves RAG’s amnesia problem based on Karpathy’s concept
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TRADITIONAL RAG HAS A MASSIVE AMNESIA PROBLEM. It rediscovers knowledge from scratch on every single query, and nothing ever accumulates. OpenKB is a new open-source alternative that finally fixes this. Based on a brilliant concept outlined by @Karpathy
, OpenKB treats -
Noam Shazeer, co-author of Transformer paper, joins OpenAI
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Big win for OpenAI: Noam Shazeer joins OAI. Noam Shazeer, one of the authors of the seminal paper 'Attention is All You Need' that introduced the Transformer architecture at the origin of modern LLMs, now joins OpenAI.
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Desk Lamp Becomes Live Claude Code Indicator with Color Changes
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THIS DEV TURNED A DESK LAMP INTO A LIVE CLAUDE CODE INDICATOR 🤯
— Charly Wargnier (@DataChaz) 18 juin 2026
It changes colors in real-time based on exactly what Claude is doing:
🧠 Thinking = one color
💻 Writing code = color shifts
✅ Finished = changes again
❌ Error = instant alert
You know exactly what your AI is… pic.twitter.com/xWnADIYEyhTHIS DEV TURNED A DESK LAMP INTO A LIVE CLAUDE CODE INDICATOR It changes colors in real-time based on exactly what Claude is doing: Thinking = one color Writing code = color shifts Finished = changes again Error = instant alert You know exactly what your AI is
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Claude’s new blunt response after tweaking interactions
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About 10 times tweaking. Now instead of telling me “you are so clever”, Claude now often starts with “Bluntly, up front:” ; )
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Google Gemma team open-sources cookbook with concurrent apps
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repo → https://
github.com/google-gemma/c
ookbook/tree/main/apps/concurrent
… Huge shoutout to the @googlegemma team for building this and open-sourcing it for the community Don’t forget to drop a ! -
Gemma 4 26B demo: one orchestrator, 10 parallel agents, all local
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🚨 One orchestrator. 10 parallel agents. 100+ tokens a second.
— Charly Wargnier (@DataChaz) 18 juin 2026
All local.
The @googlegemma team just dropped a MASSIVE demo for Gemma 4 26B.
They built a concurrent workflow that lets the 26B model coordinate an entire team of sub-agents on your machine.
Out of the box, the… pic.twitter.com/KoljxPbJheOne orchestrator. 10 parallel agents. 100+ tokens a second. All local. The @googlegemma team just dropped a MASSIVE demo for Gemma 4 26B. They built a concurrent workflow that lets the 26B model coordinate an entire team of sub-agents on your machine. Out of the box, the
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Anthropic’s Claude Design update targets workflow friction with imports
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Anthropic just dropped a MASSIVE update to Claude Design. The focus is entirely on workflow friction: keeping AI-generated UI on-brand and connected to your actual codebase. The standout additions:
→ Imports: Ingest your design system directly from a repo, design file, or