Murphy is conducting a rigorous vibe check on the new @maticrobots He’s been tracking its movements calculating whether this intruder poses a threat to his nap schedule or if it can be tolerated One wrong turn toward his toy basket and that thing is getting evicted. 🤨🐩🐾

Discover the first rigorous error analysis of the Deep Ritz Method for solving elliptic PDEs. This work establishes nonasymptotic H1 convergence rates for Dirichlet, Neumann, and Robin boundary conditions, with clear guidance on optimal network depth and width. Read now!

Nvidia CEO Jensen Huang says rigorous AI safety testing could eventually require 10x more compute: “I wouldn’t be surprised if the amount of compute necessary to develop these models increases by a factor of 10 because the evaluation is so rigorous.”

In addition to a rich set of rigorously validated, out-of-the-box connectors in Gemini Enterprise, we introduced support for Bring Your Own Model Context Protocol (BYO-MCP) to Gemini Enterprise. More on tailoring the AI experience to your specific enterprise workflows ↓

Humanity's Last Exam (HLE) is a rigorous intelligence benchmark featuring over 2500 problems crafted by experts in mathematics, natural sciences, engineering, and humanities. Most models score single-digit accuracy. Grok 4 and Grok 4 Heavy outperform all others.

China has proposed new regulations requiring automakers to rigorously test innovative vehicle designs before they can be sold to the public, following complaints of increased risks caused by gimmicks such as hidden door handles.

BREAKING $AMZN @amazon said AI models should only be released after rigorous testing and with strong safeguards in place, according to a Bloomberg report. Spokesperson Tom Parnell put it this way: Amazon does not see a choice between progress and safety. Models should go out when they are “ready and safe to use.” The company also warned that there are risks if the industry does not do this collectively, and said labs should work with governments on protections. It added that AI is already delivering real customer value, so getting the balance right matters. This was Amazon’s public entry into a debate that heated up after leading labs called for a more measured pace following safety lapses. Amazon stopped short of endorsing a broad industry slowdown. That is a slightly different stance from some of the frontier labs it partners with and invests in, including OpenAI and Anthropic.