Why do image generators still struggle with up-to-date facts or niche real-world knowledge? Researchers from MMLab CUHK, UCLA, and UC Berkeley present Gen-Searcher. This agentic search tool browses the live web for text and reference images to ground its designs in reality
AI
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Opus Paved Way for Codex LLM Evolution
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Opus walked so that Codex could run. Everything else is just a Mythos.
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Agents and Humans Collaborating Successfully in Slack Channel
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I'm talking with a group of agents and a group of humans in a Slack channel. Works great!
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AI RAG Agents Transform Mainframe Operations
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How AI, RAG, and Agents Transform Mainframe Operations! https://
youtu.be/RNYdP6CYrOw?si
=m_U-LKsGnsMgMA9d
… via @YouTube #AI #artificialintelligence #AIagent #RAG #AgenticAI #technology #tech #mainframe @SpirosMargaris @PawlowskiMario @mvollmer1 @gvalan @ipfconline1 @LaurentAlaus @Shi4Tech @Fisher85M -
Humanoid robots compete in creativity despite speed limitations
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Robots can lose the race – but not the creativity! https://
youtu.be/5wcZDZKQ77c?si
=wBEePxyGv7_sTe6i
… via @YouTube #humanoidtech #humanoid #robot #Robotics #AI #TechRevolution #TechInnovation #ArtificialInteligence #PhysicalAI @AlbertoEMachado @Eli_Krumova @postoff25 @Khulood_Almani @anand_narang -

Claude Opus 4.7 Token Usage Increases Effective Pricing Significantly
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I upgraded my Claude token counter tool to compare different models and Opus 4.7 does appear to use 1.46x times the tokens for text and up to 3x the tokens for images – it's priced the same as Opus 4.6 on a per-token basis so this is actually a pretty big price bump
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Non-Totalitarian Palantir Alternative: Who’s Building It?
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Startup idea: a non-totalitarian version of Palantir. Who’s building this?
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HighByte Showcases Industrial DataOps for AI Agents at Hannover Messe
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HighByte exhibits at Hannover Messe 2026 in the AWS booth, Hall 15, Stand D76, with live demonstrations of Industrial DataOps for AI agents.
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Middle child model constrained by harness limitations and missing connectors
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its the middle child it has the abilities to do things but cut off by its harness, but the model doesnt think like that… things like this: https://
x.com/bentossell/sta
tus/2045497325469286400?s=20
… and this (because i didnt have a connector enabled – just say that or better yet, ask approval to enable it) -
ISA-95 Model Insufficient for Thousands AI Agents Manufacturing
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The ISA-95 layer-by-layer model that served manufacturing for decades cannot handle thousands of AI agents. Manufacturers need to rethink data infrastructure before scaling agents.
— Lucian Fogoros (@fogoros) 20 avril 2026
Partner content with HighByte. #highbyte_iiot pic.twitter.com/dee4xaDzRmThe ISA-95 layer-by-layer model that served manufacturing for decades cannot handle thousands of AI agents. Manufacturers need to rethink data infrastructure before scaling agents. Partner content with HighByte. #highbyte_iiot
