it’ll get better sooner thank you think but later than you want! in the meantime I’ve had tremendous success by give codex samples of writings and artefacts that I like and having it convert that into a skill use that skill for whenever it writes (ask codex to add it to your
LLMS
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NVIDIA LocateAnything predicts entire box as atomic unit
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Most VLMs predict bounding boxes one token at a time — X1, Y1, X2, Y2.
— Satya Mallick (@LearnOpenCV) 5 juin 2026
But a box isn't text. It's geometry.
NVIDIA's LocateAnything predicts the entire box as one atomic unit. Parallel Box Decoding > next-token prediction for spatial outputs.
(Part 1 🧵) Breakdown 👇… pic.twitter.com/mQ83uMqtdvMost VLMs predict bounding boxes one token at a time — X1, Y1, X2, Y2.
But a box isn't text. It's geometry.
NVIDIA's LocateAnything predicts the entire box as one atomic unit. Parallel Box Decoding > next-token prediction for spatial outputs.
(Part 1 ) Breakdown -
Leverage KeyBERT for Big Data, AI, and NLP Analytics
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Leverage KeyBERT! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #Books #100DaysofCode https://
geni.us/Leveraging-Key
BERT
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RAG Workflow using LlamaIndex
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RAG Workflow using LlamaIndex! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #Books #100DaysofCode https://
geni.us/RAG-Workflow -
Nice workflow with Hermes Agent and Codex builder
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Nice. I love this workflow with Hermes Agent. ofc, Codex is the builder
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Nemotron 3 Ultra release brings hope for open-source AI
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Finally, today's Nemotron 3 Ultra release makes me very hopeful for the future of Opensource AI
— Ahmad (@TheAhmadOsman) 5 juin 2026
Jensen knows that this is important to keep the powers in check, and I believe he's sincere in his answer to me that there will be continuity to the Nemotron Coalition releases
Big W https://t.co/QTjZGR63dOFinally, today's Nemotron 3 Ultra release makes me very hopeful for the future of Opensource AI Jensen knows that this is important to keep the powers in check, and I believe he's sincere in his answer to me that there will be continuity to the Nemotron Coalition releases Big W
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Chinese labs might stop open weights as costs rise
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Also, a lot depends on Chinese labs continuing to ship open weights models. If they stop, the frontier falls further and further behind to those who want to use local/fine-tuned models. I think this is possible because open weights may not be a good business model as costs rise.
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Creating good public AI benchmarks offers huge alpha opportunity
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the amount of alpha you can have right now creating good public AI benchmarks is wild, such a big opportunity
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Big Three AI Labs still lead as others lag behind
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At least until (if?) rapid improvement stops, it seems less likely someone is going to catch the Big Three AI Labs. Microsoft and Meta released their models, which were fine, but not frontier. SpaceX also hasn't regained its position. Chinese models are improving, but still lag.
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OpenAI: New Memory Architecture with Automatic “Dreaming” for Context Synthesis
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OpenAI’s new memory architecture moves beyond “saved notes” to an automatic dreaming layer that quietly synthesizes context across many chats. It optimizes for 3 things that actually matter in real work: Carrying forward useful context over time Following your preferences and