Matthew Lewis

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upvoted a paper 8 days ago

ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

Paper • 2609.18805 • Published 9 days ago • 62

upvoted a paper 14 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published 27 days ago • 478

upvoted a paper 16 days ago

SQS: Bayesian DNN Compression through Sparse Quantized Sub-distributions

Paper • 2510.08999 • Published 18 days ago • 19

upvoted 4 papers about 1 month ago

Thinking in a Low-Resource Language: What SFT Builds, What RL Fixes, What Accuracy Cannot See

Paper • 2608.17744 • Published Aug 18 • 16

FM-Bench: A Benchmark for Long-Horizon Management with Competing Agents

Paper • 2608.18423 • Published Aug 19 • 21

Alaya-EVOKE: From Linear-Scaling Supervision to Endless World

Paper • 2608.13546 • Published Aug 13 • 142

Are You Sure You're Sure? On the Impact of Instruction Tuning on Confidence and Lexical Diversity

Paper • 2608.13430 • Published Aug 13 • 13