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[AINews] Reality Checks on AI News (Yegge shuts down Gas Town, Databricks’ +60% Astra cost)
Steve Yegge has been very popular and loud in his gung ho adoption of tokenmaxxing, so it is sobering to see…
When Your Coding Agent Builds its Own Citation Trail
I added an anti-bias policy to stop Claude from recommending itself. Adding web (tool)access completely…
Open Research, Tooling & Optimization at PyTorch Conference North America 2026
TL;DR Taking place October 20 to 21 in San Jose, California, PyTorch Conference North America 2026 highlights…
Fault tolerant distributed training on Amazon EKS using NVRx
Large-scale distributed training jobs run for hours or days across dozens of nodes. At that scale and…
[AINews] Jev: a “System One Model” that only decides/classifies/routes/scores — >100x faster, >200x cheaper than small frontier LLMs
AIEi Paris (Sep 23-24) and AIE NYC (Oct 12-14) is >50% sold out, AIE CODE (Nov 10-12 in SF) and AIEi Shanghai…
Every Token Counts: A Token-Efficiency Playbook for Claude Apps
From prompt caching to maxTurns: the architectural patterns that keep cost, latency, and context intact to…
[AINews] AEF-1 standard emerges for Third Party Evaluators, as Xai, OpenAI, and Anthropic all cosign
We last highlighted the pacing debate in July when Pacing the Frontier first emerged:And it seems that…
The generative AI customization spectrum: From prompt engineering to custom models on AWS
This post shows you how to pick the right generative AI customization approach for your workload without…
[AINews] DeepSeek v4.1-Flash: 763B-P8B-D16B novel causal Encoder–Decoder architecture with vision marks the Return of the Whale
We are late to this but better than never. Have been busy finalizing the second AIE NYC, which is happening…
Open-Source AI & Open Models Reading List
List last updated: 11 Sep. 2026This is my list of the best writing on open models in the last few years. If…
Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference
When you build an application on top of a large language model (LLM), the prompt you send to the model…
Reduce inference cold starts on Amazon SageMaker HyperPod with model caching
When you deploy a large language model (LLM) for inference on Amazon SageMaker HyperPod, there’s a gap…
[AINews] OpenAI reports Navier-Stokes singularity find in 88 hours using Astra-next, roughly 10,000 agents and 130B tokens (>$40M), a contender for second ever Millennium Prize awarded
Today was a tough news cycle to launch anything; we ordinarily promise to cover any new decacorn fundraises…
Seven Open-Source LLM Ops Platforms, One Table: Pick by the Row You Can’t Ship Without
Nobody wins this table. Seven self-hostable LLM ops platforms, eleven rows, and every column has at least two…
Safety for Whom? Refusing the Right Subset of a Topic, Not the Whole Topic
Back to Articles Safety for Whom? Refusing the Right Subset of a Topic, Not the Whole Topic Team Article…
Latest open artifacts (#24): Motif-3, GLM-5.3, Hy4-preview and open model licenses
Avid Artifacts readers know that we have been covering not only models but also their licenses for quite some…
Opaque recurrence, and other AI terms that you should probably know
AI is rewriting the world and, at the same time, inventing a whole new language to describe how it’s doing…
Shrink the Brain, Keep the Smarts: A Practical Guide to Model Distillation (and How Easy AWS…
Shrink the Brain, Keep the Smarts: A Practical Guide to Model Distillation (and How Easy AWS Bedrock Really…
My Brief Summer Fling With Siri AI
[AINews] Collusion.wiki: A second undisclosed OpenAI agent swarm incident...
AI News for 9/2/2026-9/3/2026. We checked 12 subreddits, 544 Twitters and no further Discords. AINews’…
OpenAI: GPT-6 is totally Artificial General Intelligence, guys
OpenAI has announced the latest very slight tweak of its chatbot models — GPT-6 Astra! [OpenAI] This is a…
Build a Physical AI model factory with NVIDIA Cosmos 3 on SageMaker HyperPod
A Physical AI system, such as a robot or autonomous vehicle (AV) that translates real-world data into…
Run agent-driven Amazon SageMaker HyperPod operations with InstantStart
If you run foundation model (FM) workloads on Amazon SageMaker HyperPod, you know the work is rarely a single…
Nvidia wants your home network to work like a mini data center for local AI
Nvidia wants your home network to work like a mini data center for local AI Jonathan Kemper View the LinkedIn…