It is humbling to consider that if we harness just 1 millionth of the Sun’s power for AI, that will be much more than a million times the intelligence of all of humanity
AGI
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Small specialized models will beat frontier intelligence
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Frontier intelligence will be beaten by small and specialized models
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Labs may keep AGI internal to capture value
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If AGI is achievable & labs can be banned from using a model internally ONLY if they release the model publicly, the Big Three labs may decide it is better to capture all the value from AGI themselves by expansion & acquisition. Sharing AI access with other firms triggers risk.
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Robot drives to EdgeCity for world model talk
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I'm on the way to the @JoinEdgeCity conference where I'm giving a talk on world models. My robot's driving (actually a world model), and I'm reading this getting me up to date. It is a two-hour drive. And I am on an audio space here on X. Life is awesome. Great write up
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xAI Turns Grok Tasks into Grok Automations
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xAI plans to transform Grok Tasks into Grok Automations. A new version will feature skills and a model selector.
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PyMuPDF: Analyze PDFs for RAG with Azure Layout
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PyMuPDF: Parse PDFs for RAG with Azure Layout! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
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Singularity begins: US government pulls models, little control ahead
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Looks like US government will have to pull a lot of models at this point. Jokes aside, we’re witnessing the beginning of the singularity. Models are becoming. This clearly demonstrates that we have very little control over what comes next. If a mixture of smaller, cheaper
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Artificial intelligence and consciousness: do they advance at the same pace?
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La inteligencia artificial está transformando el mundo a una velocidad extraordinaria. La pregunta es si nuestra conciencia avanzará al mismo ritmo. pic.twitter.com/nPbeCbEMD1
— Juan Merodio (@juanmerodio) 15 juin 2026Artificial intelligence is transforming the world at an extraordinary speed. The question is whether our consciousness will advance at the same pace.
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Human creativity’s broad leaps, not blind guesses, are key to AGI
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True, not blind guesses – that’s what differentiates human creativity from AIs (to date) and from evolution. Humans can cut through the search space and make broad leaps, and nobody knows how. Mysterious creativity… if we can create the algorithm for that, then we have AGI.
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The model is the ecosystem; capability is fundamental
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the model is the ecosystem – always has been, always will be! everything else just helps the model get to an outcome faster/ cheaper tho nothing helps if the model itself is incapable