[AINews] Loopcraft: The Art of Overlapping Loops @RichardSSutton has his 'Bitter Lesson' for models. We now have the Salty Lesson for agents: Don't fix things yourself, as you have historically done. Instead, focus on…
AGENTS
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Physical AI Boom: 11 Companies Leading the Next Tech Revolution
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The Physical AI Boom: 11 Companies Building The Next Tech Revolution #PhysicalAI is moving artificial intelligence from screens and software into #robots, #drones, self-driving #vehicles and #intelligent #machines. Here are the companies leading the race to bring #AI into the
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LCLMs start with compression, not retrieval, for agent memory
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Most agent systems start with retrieval. LCLMs start with compression. Compress everything once. Reason globally. Expand locally when needed. That's a very different way to think about agent memory.
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Building AI Shopping Agent using Amazon Bedrock and OpenSearch
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Building AI Shopping Agent using Amazon Bedrock AgentCore Runtime and Amazon OpenSearch Service! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless
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Decentralized Multi-Embodiment Collaboration using One VLA Policy
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CHORUS
— AK (@_akhaliq) 12 juin 2026
Decentralized Multi-Embodiment Collaboration with One VLA Policy pic.twitter.com/QIyWXsMdiLCHORUS Decentralized Multi-Embodiment Collaboration with One VLA Policy
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Hermes agent creates live datasets on the fly using TinyFish BigSet
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My Hermes agent can now create LIVE datasets on the fly.
— Shubham Saboo (@Saboo_Shubham_) 12 juin 2026
Just added a real-time data layer to Hermes using the open-source TinyFish BigSet.
First it builds the dataset. Then it finds the signal.
This is WHAT agent-native research looks like in 2026. pic.twitter.com/QQtk9yfPY8My Hermes agent can now create LIVE datasets on the fly. Just added a real-time data layer to Hermes using the open-source TinyFish BigSet. First it builds the dataset. Then it finds the signal. This is WHAT agent-native research looks like in 2026.
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AI slop accounts generate insightful comments on obscure culture
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A funny thing is that I now get more insightful comments on my posts about obscure science fiction authors or modernist poets or Bauhaus architecture than ever before, but that is entirely due to AI powered slop accounts. Soon broad cultural interest is a sign of AI writing?
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Gamma-World: NVIDIA’s generative multi-agent world model
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What if your video game world could manage multiple agents — players, robots or AI — without any effort? NVIDIA, @Tsinghua_Uni, and Vector Institute present Gamma-World, a generative multi-agent world model. They invented two tricks: a 'simplex' encoding
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Why Google prefers A2A over MCP?
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https://
youtu.be/Hb72s2clkIM?si
=b2uX2XTpUETQyi25
… via @YouTube #google #MCP #A2A #AI #LLM @sonu_monika
@enilev
@Jagersbergknut
@TysonLester
@chidambara09
@labordeolivier
@BetaMoroney
@tlloydjones
@Nicochan33
@jeancayeux
@RLDI_Lamy
@pierrepinna
@pierrecappelli -
Agent Loop and AI Loop Engineering Explained Visually
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What is agent loop? WTH is AI Loop Engineering | Loops Explained visually https://
youtu.be/aDoptrOoJfE?si
=nzfqwBvkShpG5sDi
… via @YouTube #AIagent #AgenticAI #AI #GenAI #promptengineering #GenerativeAI #loopengineering @lexfridman @KirkDBorne @Ronald_vanLoon @erikbryn @antgrasso @sallyeaves