transformer
2 published articles
Labs & Research4 min read
AI Research
DiScoFormer found a way to kill the AI bottleneck that KDE and neural nets both missed
DiScoFormer estimates density and score in one forward pass, beating KDE by 37x in density error at 100 dimensions. The same transformer could serve diffusion models, Bayesian inference, and particle simulations without retraining.
2026-07-11
AI2 min read
Artificial Intelligence
Ai2 cuts satellite imagery AI costs by 3x with a smarter token trick
Ai2's OlmoEarth v1.1 reduces compute costs by up to 3x compared to v1, enabling cheaper large-scale map refreshes. The key innovation is merging resolution-based tokens for Sentinel-2 imagery, cutting token counts by a factor of three while preserving performance through modified pre-training.
2026-07-05