Xin Wang

2 articles on SOTA Papers

Gemma 4 Narrows Open Model Gap With Efficient Multimodality

Dense and MoE variants combine thinking traces, local-global attention, QAT, and MTP drafting, reaching 1451 Arena Elo with a 31B dense model.

Jul 28, 20265 min2607.02770

Automated Research Produces Reviewable Papers, With Weak Evidence

FARS runs ideation, planning, experiments, and writing end to end, producing 166 papers with 282 human reviews exposing quality and integrity gaps.

Jul 28, 20265 min2606.31651 Code available