INTELLIGENCE LIBRARY
The Signal.
A focused stream of intelligence from the sources you trust.
3 days ago
Train Qwen3 on AWS Trainium with torchtitan
Train Qwen3 on AWS Trainium with torchtitan three ways on a single trn2.48xlarge: the Hugging Face Transformers v5 modeling backend, torchtitan's native Qwen3, and NKI mixture-of-experts kernels. The same torchrun launcher and config structure…
3 days ago
Anthropic takes on Muse with Claude Duet, its new AI agent
Anthropic just announced an AI agent competitor to Meta's Muse and OpenAI's Dots: Claude Duet. The new agent, designed for professionals and small business owners, is launching as a "research preview," according to Anthropic,…
3 days ago
OpenAI's GPT-5.6 Sol and Google's Gemini 4 Argon found critical PHP flaw affecting millions of websites
OpenAI's GPT-5.6 Sol discovered a critical PHP vulnerability as part of the Patch the Planet initiative that could affect millions of websites. Security firm Wiz independently found the same flaw using Google's Gemini 4…
3 days ago
The new human-crafted Apple Music brand matters in an AI world
Opinion: In a world of AI slop, showing the human hands making things helps.
3 days ago
While Amazon blocks AI agents, Walmart rolls out the welcome mat
As Amazon blocks AI agents from shopping on its site, Walmart is taking the opposite approach, introducing new technology that lets AI agents make purchases on customers' behalf, with controls over spending and transaction…
3 days ago
Walmart is inviting AI agents to shop for you
Walmart will soon let AI agents shop on its website for you. Next month, the retail giant will allow you to connect your own AI agent to the site, with systems in place to…
3 days ago
How U.S. Hunger connects leaders and data using Amazon Quick
U.S. Hunger, a nonprofit addressing food insecurity, uses Amazon Quick to connect organizational data with leadership decisions. Leaders explore applicant data directly, share KPI definitions and financial context in Quick Spaces, and investigate policy…
3 days ago
OpenAI's latest AI models are coming to Google Cloud and Antigravity
Google Cloud will have GPT 6.1 Astra, Sol, and Luna in the coming weeks.
3 days ago
Today’s PHP Security Release, and How We’re Strengthening PHP Security
Today's PHP Security Release, and How We're Strengthening PHP Security If you're running anything on PHP it's vital you upgrade – today's updates (across the entire PHP 8.x line) address two remote code execution…
3 days ago
NVIDIA Kumo Relational Outperforms Supervised Machine Learning on Relational Data, No Training Required
3 days ago
Judge rejects Trump’s wild claim EPA can dismiss data center pollution lawsuits
Trump’s EPA can't unilaterally dismiss SpaceXAI pollution lawsuit, court rules.
3 days ago
PHP Armageddon: OpenAI, Google’s Wiz find ancient holes, panicking the internet
This is the kind of security issue that was found and prevented by AI, but is also a high risk because of AI.