Author: Ricardo

TL;DR: Skala is a deep-learning change–correlation practical for Kohn–Sham Density Functional Theory (DFT) that targets hybrid-level accuracy at semi-local value, reporting MAE ≈ 1.06 kcal/mol on W4-17 (0.85 on the single-reference subset) and WTMAD-2 ≈ 3.89 kcal/mol on GMTKN55; evaluations use a mounted D3(BJ) dispersion correction. It is positioned for main-group molecular chemistry at the…

Can an iterative draft–revise solver that repeatedly updates a latent scratchpad outperform far bigger autoregressive LLMs on ARC-AGI? Samsung SAIT (Montreal) has launched Tiny Recursive Model (TRM)—a two-layer, ~7M-parameter recursive reasoner that studies 44.6–45% check accuracy on ARC-AGI-1 and 7.8–8% on ARC-AGI-2, surpassing outcomes reported for considerably bigger language fashions reminiscent of DeepSeek-R1, o3-mini-high, and…