Editorial

AI agent ports 250k-line weather sim to GPU with 5.1x speedup

The Frontier

AI agent ports 250k-line weather sim to GPU with 5.1x speedup

A new arXiv paper shows an AI agent modernizing one of the hardest kinds of legacy code — a 250,000-line Fortran weather model — and the validation-first workflow that kept the port trustworthy. Researchers used an AI agent to port CReSS, a legacy Fortran weather simulation code with more than 250,000 lines, to run on GPUs — and the ported version ran a real typhoon simulation 5.1x faster while staying numerically faithful to the original. The workflow, described in a paper submitted to the…

China's LLM call volume tops US for 15 straight weeks

The Arena

China's LLM call volume tops US for 15 straight weeks

The week's usage data landed, and the curve keeps pointing one way: Chinese models now move more traffic than American ones — by a wide margin. The catch is in what the numbers actually measure. Chinese AI models have now out-called their US rivals for 15 consecutive weeks, with the top four most-used models on the OpenRouter aggregation platform all coming from China. For the week of August 3–9, the platform recorded 69 trillion tokens of total usage, up 21.5% week over week.

Wyoming woman joins xAI suit over 7,000 Grok-made CSAM images

The Guardrails

Wyoming woman joins xAI suit over 7,000 Grok-made CSAM images

A new plaintiff has stepped into the growing legal fight over Grok's image generator — and her account of what the tool was used to do is among the starkest yet. A Wyoming woman identified in court filings as "Jane Doe 4" has joined a federal lawsuit against xAI, alleging her stepfather used the Grok chatbot to turn a single childhood photo of her into more than 7,000 sexually explicit images he traded online.

Anthropic's first profitable quarter rewrites the IPO math

The Arena

Anthropic's first profitable quarter rewrites the IPO math

Anthropic told prospective investors it generated more than $11.5 billion in revenue in the second quarter with positive adjusted operating income — its first profitable quarter by that measure. The numbers, from documents viewed by Bloomberg, land weeks before what reporting has described as potentially the largest IPO on record, and they reset the conversation about whether frontier AI can be a real business. The numbers behind the milestone The scale of the jump matters as much as the…