periodic Builds Stargate-like Infrastructure for Scientific Data
hsu_byron · x · 2026-07-07
Startup periodic is building Stargate-like infrastructure for scientific data. By automating labs and simulations, it aims to generate trillions of tokens to train models. The core idea is to produce scientific data at scale via machines, overcoming the data bottleneck in scientific AI training.
More from Research
- AI veteran Thomas Dietterich: stop using cs.AI as your primary arXiv category — tdietterich · 2026-10-27
- arXiv advice from T. Dietterich: wrong primary category will almost surely get your paper on hold — tdietterich · 2026-10-27
- arXiv has 4,000+ papers on hold amid submission surge; moderator shares how to avoid it — tdietterich · 2026-10-27
- Community-trained MOSS Sharpness Slider LoRA: 72 photos, 500 steps, +/-1 focus control — aoleg77 · 2026-10-27
- CoreWeave, You.com and NVIDIA lift BrowseComp 22.9% in 3-week RL post-training sprint — RichardSocher · 2026-10-27
- Open-source decision models sold their own base in Red Alert 2 — then learned until no human could beat them — heathercmiller · 2026-10-27