Orchestral replaces LangChain’s complexity with reproducible, provider-agnostic LLM orchestration

A new orchestration approach, called Orchestral, is betting that enterprises and researchers want a more integrated way to ...

A Visual Model Of Self-Attention: Transformers Work Differently Now

Early-2026 explainer reframes transformer attention: tokenized text becomes Q/K/V self-attention maps, not linear prediction.

AI’s Memorization Crisis

O n Tuesday, researchers at Stanford and Yale revealed something that AI companies would prefer to keep hidden. Four popular ...
python-hub

Day 4: My Job Scraper Plan Keeps Changing (And That’s Okay)

They shifted what wasn’t the right fit for microservices, not everything.) Day 6: Finally, code something. (Can’t wait to see how awesome it will be this time!!) What I learned today: Building a ...

Hackers target misconfigured proxies to access paid LLM services

Threat actors are systematically hunting for misconfigured proxy servers that could provide access to commercial large ...
GitHub

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently ...

[08/05] Running a High-Performance GPT-OSS-120B Inference Server with TensorRT LLM ️ link [08/01] Scaling Expert Parallelism in TensorRT LLM (Part 2: Performance Status and Optimization) ️ link [07/26 ...
Search Engine Land

How to use LLMs to humanize your content and scale your research

One of the major things we talk about with large language models (LLMs) is content creation at scale, and it’s easy for that to become a crutch. We’re all time poor and looking for ways to make our ...
Benzinga.com

Nvidia-Backed Starcloud Trains First LLM In Space Amid Orbital Datacenter Buzz — CEO Calls It 'Significant' First Step

The Washington-based startup launched the Nvidia H-100 GPU, which boasts 100 times the compute of other chips previously launched into orbit, CNBC reported on Wednesday. The company has been training ...
Forbes

Waymo Offers A Peek Under Their AI Hood And Keeps Growing

Forbes contributors publish independent expert analyses and insights. Brad Templeton, who was early at Waymo, covers transportation's future Waymo has published a modestly more detailed description of ...
Futurism

Prisoners Alarmed to Discover That a Startup Is Training an AI Based on Their Phone Calls

For years, a US telecommunications company has been building proprietary AI models using phone and video calls placed by inmates in US prisons as building blocks. According to MIT Technology Review, ...
GitHub

An educational transformer-based LLM in pure Zig

ZigFormer is a fully functional implementation of a transformer-based large language model (LLM) written in Zig programming language. It aims to provide a clean, easy-to-understand LLM implementation ...
TechRepublic

The Dark Side of LLMs: Rising Energy and Water Demands Spark Sustainability Fears

The Dark Side of LLMs: Rising Energy and Water Demands Spark Sustainability Fears Your email has been sent The training of AI models and AI inferencing consumes vast amounts of water. How can energy ...