Another task you may like @SebastienBubeck GPT Pro nails it the first time — all other existing models fail. There is some room for improvement. The second time one can see issues with one of the Zebras.
LLMS
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GPT and Generative AI: LLMs and Modern Tech Stack
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GPT, Generative AI and LLM! @starconfs #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
cstar.global -
GPT Generative AI and LLM Conference Overview
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GPT, Generative AI, and LLM! @AverConferences #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysOfCode https://
geni.us/Aver-Confer -
Algebraic Structures Natural Language Processing Applications
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Algebraic Structures in Natural Language! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #ReactJS #NLProc #Serverless #Linux #Books #Mathematics #Programming #Coding #100DaysofCode https://
geni.us/Structures-Lan
guage
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DeepSeek V4 Update Enhanced Token Context Stronger Reasoning
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DeepSeek's V4 update with Token Context and Stronger Reasoning! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming
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TRINITY: An Evolved LLM Coordinator for AI Agents
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TRINITY: An Evolved LLM Coordinator Xu et al. : https://
arxiv.org/abs/2512.04695 #ArtificialIntelligence #AIAgents -
TRINITY: Advanced LLM Coordinator System for AI Agents
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TRINITY: An Evolved LLM Coordinator Xu et al.: https://
arxiv.org/abs/2512.04695 #ArtificialIntelligence #AIAgents -
Model Inference: Kernels Execute The Actual AI Workload
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You don’t “run a model”
You run Kernels The model is just a graph The Inference Engine is scheduler / optimizer / executor But the actual work? That happens in the Kernels – MatMul Kernels
– Attention Kernels
– RMSNorm Kernels
– KV cache Kernels
– Quantized linear Kernels
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Skills: Elegant Automation for Large Language Models
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Skills are elegant automation for LLMs More people should use Skills to automate stuff
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7 Common Mistakes in Local Inference & Hardware
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7 Common Mistakes in Local Inference & Hardware