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Your LLM Isn’t Thinking — It’s an Engineer Pulling Weights at 10,000 Tokens Per Second
What really happens inside an AI model, and why the engine running it matters more than you think.When most…
The RAG Complexity Trap: Do More Components Actually Improve Retrieval Performance?
Modern RAG systems often include rerankers, hybrid retrieval, query rewriting, HNSW tuning, and many other…
The Paragraph Buried in Anthropic’s July 1 Blog That Changes Every Enterprise AI Contract
Analysis | Hard InterruptUS Export control is all about control and imagined threatsOn July 1, 2026,…
The Sequence Radar #893: Last Week in AI: GPT-5.6, Grok 4.5, Muse Spark 1.1 and the Post-Chatbot Stack
Next Week in The Sequence:We continue our series about model distillation. In the AI of the Week, we are…
[AINews] not much happened today
So dancing bugs got upstaged by kpop girls, there’s the whole Bun vs Zig drama, and yesterday’s…
Deploying quantized models on Amazon SageMaker AI with Unsloth
This post was co-written with Daniel Han and Michael Han from Unsloth. Deploying large foundation models…
Disaggregated prefill and decode for LLM inference on SageMaker HyperPod
When prefill and decode share a GPU, long prompts stall token generation for every concurrent request.…
Towards Free Normalization: Fusing Normalization into GEMM and Attention Kernels
Code available at:…
[AINews] OpenAI launches GPT 5.6 Sol/Terra/Luna, Codex becomes ChatGPT superapp
On any other day, the launch of a surprisingly good/competitive Muse Spark 1.1 from Meta Superintelligence…
Ways to think about token pricing
There are only two things you can say with certainty about token prices: we’re in a supply crunch, and this…
[AINews] Lilian Weng summarizes 35 papers on Harness Engineering for RSI
Congrats to Meta Superintelligence on having the top 2/3 image/video models in the world! This would’ve…
Hugging Face Models on Foundry Managed Compute
Back to Articles Hugging Face Models on Foundry Managed Compute Enterprise Article Published July 7, 2026…
[AINews] The Field Guide to Fable
While we congratulate (friend of the show!) General Intuition on their new model and (friend of the show!)…
Bringing PyTorch Monarch to AMD GPUs: Single-Controller Distributed Training on ROCm
Training state-of-the-art large language models (LLMs) with billions of parameters requires distributed…
🔬 The Coolest Diffusion Research Isn't in LLMs — Evan Feinberg & Sergey Edunov, Genesis Molecular AI
This episode has a fun personal twist: There’s a counterfactual world where I was employee #1 at Genesis…
[AINews] Sonnet 5 today, and Fable 5 tomorrow
In separate announcements, Sonnet 5 was released today, and Fable/Mythos 5 were approved to be released again…
Ahmad Osman on why local AI is catching up
Ahmad Osman at the AI Engineer World’s Fair today.Ahmad Osman has been advocating for local AI — running…
Announcing transcribe.cpp
We are excited to announce that CJ Pais' transcribe.cpp has been officially released!What is…
Latest open artifacts (#22): Zyphra, Cohere, and Poolside are expanding the breadth of the ecosystem
A trend we continue to see in open model releases is that the ecosystem is becoming more diverse, with an…
Using Local Coding Agents
Many people reached out to me in the past asking about my local agent stack as well as how I set up my local…
Run a vLLM Server on HF Jobs in One Command
Back to Articles Run a vLLM Server on HF Jobs in One Command Published June 26, 2026 Update on GitHub Upvote…
GLM-5.2 is the step change for open agents
Housekeeping: Following my “State of the blog” post last week, noting a slight increase in paid features,…
The Hybrid AI Stack Is Coming for the Pricing Power of OpenAI and Anthropic
OpenAI and Anthropic are going public while still capturing much of the money spent on foundation-model…
MLPerf Training v6.0: Lambda delivers fastest LLM training on NVIDIA GB300 NVL72 and fastest MoE training on NVIDIA HGX B200
June 16, 2026 • 4 min read Lambda’s GB300 NVL72 Llama 3.1 8B MLPerf Training v6.0 submission improved…