Even the CEO of Vercel is impressed/shocked by the exceptional performance of GLM-5.2 in coding. open source, open weights.
TECHNOLOGY
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ClickUp Brain AI Creates Autonomous Agents
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ClickUp's Brain AI will now be able to create agents on its own!
— 🚨 AI News | TestingCatalog (@testingcatalog) 21 juin 2026
> Brain now spots when a task is worth handing off and offers to build a dedicated agent.
> It ships preconfigured, with triggers, rules, and scope already in place.
> Work keeps moving after Brain finishes, with… pic.twitter.com/LdLPP3KhaPClickUp's Brain AI can now create agents autonomously! > Brain now detects when a task should be delegated and suggests building a dedicated agent. > It comes preconfigured with triggers, rules, and scope already in place. > The
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Kurzweil’s AGI predictions mixed with flawed connectome immortality
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Kurzweil mixed bold but solid predictions (given enough compute, a neocognitron like architecture can achieve AGI before 2030) with dogshit (digitizing the connectome is a near term way to human immortality). But both looked like the same kind of scifi to non experts.
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AI industry on X discusses GLM and Hermes, lacks diverse voices
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The AI industry on X loves to talk about technology. This weekend’s hot tech is GLM, an AI Open Source model. Previous weekends saw a ton of discussion about how @NousResearch
’ Hermes was better than @openclaw
. One problem with X is that we don't hear enough from people -
Stop hardware cost to token calculations, models improve, prices rise
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Can we stop doing hardware cost to token generation calculations on the timeline please? If you haven't noticed, models keep getting better & more efficient, and hardware prices keep going up
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Generative media break visual Turing test: hope for truce
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Sigh. Unfortunately, it will only get worse as generative media shatter the visual Turing test. I hope that internal quarrels between traditional and neural computer graphics will cease.
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ColBERT outperforms on CPU with low latency for embeddings
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I'm talking about individual descriptions used for embeddings. It doesn't need to be particularly long for late interaction to perform better. The tradeoff really depends on the use case. In this case, even on a cheap CPU, the latency is so low that ColBERT just works better!
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PixelRAG skips OCR by embedding screenshots directly into vectors
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True if you round-trip through OCR to markdown, that's where the token cost piles up. But PixelRAG skips that. The screenshot gets embedded straight into a vector for retrieval, no image to text step in the pipeline. The VLM only reads pixels at the end, on the few tiles it
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Don’t just add AI button, rebuild projects AI-first, e.g. hotelist
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I normally don't like plugging on an AI chat into my projects, because it's seems too easy and basic
— @levelsio (@levelsio) 20 juin 2026
I think you should instead rebuild entire projects from the ground up to be AI first, not just add some AI button
But in this case https://t.co/kH0hX7mhQy is already AI from the… https://t.co/zRZ8IAHlxZ pic.twitter.com/4wVzmAGL6gI normally don't like plugging on an AI chat into my projects, because it's seems too easy and basic I think you should instead rebuild entire projects from the ground up to be AI first, not just add some AI button But in this case http://
hotelist.com is already AI from the -
GPT-5.6: a great positive surprise ahead
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I have the feeling that GPT-5.6 will be a great positive surprise. Let us recall the information about GPT-5.6: "The company is separately preparing to launch a new AI model, codenamed 5.6, which will represent a 'significant improvement' over the flagship"