NVIDIA ALCHEMI Toolkit uses AI coding agents for materials simulation
NVIDIA's ALCHEMI Toolkit, introduced earlier this year, provides PyTorch-native building blocks for GPU-accelerated MLIP simulation workflows. This post demonstrates using AI coding agents with agent skills and reference files to generate simulation code, validated on NVIDIA H200 GPUs, with lessons from 45 generated pipelines.
1 source
More stories today
Engineers discuss raising AI vendor ethics at work
A Reddit thread asks how developers bring up ethical concerns about AI vendors, citing a workplace policy requiring discussion of environmental and social costs before endorsing AI use.
r/ExperiencedDevs·1 hour ago
Qwen Image 2.0 Pro drops to 1032 on Text-to-Image Arena
Qwen Image 2.0 Pro (2026-04-22) score on the Artificial Analysis Text-to-Image Arena fell from 1234 to 1032, dropping from #16 to #18. The arena is a blind-comparison benchmark where users vote between paired model outputs.
Artificial Analysis Leaderboard·2 hours ago
HiDream-O1-Image-1.5 drops to #17 on Artificial Analysis Text-to-Image Arena
HiDream-O1-Image-1.5's score on the Artificial Analysis Text-to-Image Arena fell from 1228 to 1032, dropping it from #18 to #17. The arena is a blind-comparison benchmark where users vote between paired model outputs.
NVIDIA by email
Get an email when NVIDIA has news
No news that day, no email.
Seedream 4.0 rises to #16 on Artificial Analysis Text-to-Image Arena
ByteDance Seed's Seedream 4.0 rose from #19 to #16 on the Artificial Analysis Text-to-Image Arena, with its score dropping from 1226.3 to 1032.5. The arena is a blind-comparison benchmark where users vote between paired model outputs.
Grok Imagine image quality score drops to 1034 on Artificial Analysis arena
Grok Imagine (SpaceXAI) fell from 1235 to 1034 on the Artificial Analysis Text-to-Image Arena, holding #15. The arena uses blind user votes comparing paired model outputs.
Qwen-Image-3.0 drops to 1078 on Text-to-Image Arena
Qwen-Image-3.0's score on the Artificial Analysis Text-to-Image Arena fell from 1270 to 1078, ranking #14. The arena is a blind-comparison benchmark where users vote between paired model outputs.
Seedream 5.0 Pro drops to 1082 on Text-to-Image Arena
ByteDance Seed's Seedream 5.0 Pro score fell from 1279 to 1082 on the Artificial Analysis Text-to-Image Arena, ranking #13. The drop likely reflects new model releases or capability updates.
Qwen-Image-3.0-Pro drops to 1086 on Text-to-Image Arena
Qwen-Image-3.0-Pro's score on the Artificial Analysis Text-to-Image Arena fell from 1283 to 1086, ranking #12. The arena is a blind-comparison benchmark where users vote between paired model outputs.
