/7 Drop-in for SGLang, vLLM, and TensorRT-LLM. No code refactoring. SGLang:
–speculative-algorithm DFLASH
–speculative-draft-model-path z-lab/Qwen3-8B-DFlash-b16 vLLM: via the Speculators library (
http://
docs.vllm.ai/projects/specu
lators
…, algorithm "dflash") MIT license. ICML 2026 accepted.
SOFTWARE
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DFlash: Drop-in Speculative Decoding for SGLang, vLLM, TensorRT-LLM
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Agentic coding requires explicit API contracts and docstrings
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Agentic coding forces you to design clean interfaces and document them well. An agent cannot read the implicit mental model shared by your engineering team, it can only read your API contracts and docstrings.
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Hermes Agent learns by failing and recording lessons
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Hermes /learn explained. agents usually learn the hard way. they struggle through a task live, fail a few times, find the path that works, and only then write down what they figured out. the lesson costs you a painful session before it becomes reusable. Hermes Agent by Nous
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Genspark Design: AI Tool Creates Production-Ready Assets from Ideas
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Deep Dive into LSTM and xLSTM
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Deep Dive into LSTM and xLSTM! #BigData #Analytics #DataScience #AI #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Deep-Dive-into
-LSTM
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Step By Step Guide To Powering Your Application With LLM
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Step By Step Guide To Powering Your Application With LLM! #BigData #Analytics #DataScience #AI #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Guide-to-App-L
LM
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Platt Scaling for Model Calibration: A Visual Guide
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Platt – Scaling for Model Calibration: A Visual Guide! – John Platt #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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Free MongoDB Academy courses for building complete AI systems
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The entire @MongoDB Academy is 100% free! These 3 courses show you how to build a complete AI system without stitching together dozens of different tools. But there are 28 courses/badges (and counting) in total 🙂
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Built AI community reader, open algorithm for custom views
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I built one to read the AI community here: https://
alignednews.com/ai Shows there's a lot of great stuff that can be done. Also, let Grok read lists and you'll see MANY similar custom algos. Open the algo up! Let us all play. We'll come up with great ideas for how to view various -

GPT-5.6 spotted, likely released after Fable 5 re-release
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GPT-5.6 spotted in internal model-access route. That GPT-5.6 is coming is no secret. The only question is when and how quickly it will arrive. My guess is that everything is being prepared to respond to a potential Fable 5 re-release by releasing GPT-5.6 shortly afterward.