Scorio: Statistical Ranking for Reasoning LLMs.

Same source domain / Shared topic / Tension

Stronger models parrot their tools more, not less

Reported by the same outlet (arxiv.org); overlapping topics (model, reasoning); pushes against this story (against).

SimSD closes the speed gap for diffusion language models with simple speculative decoding.

Reported by the same outlet (arxiv.org); overlapping topics (decoding, model); pushes against this story (but).

Same source domain / Shared topic

Diffusion language models keep showing up in reasoning.

Reported by the same outlet (arxiv.org); overlapping topics (decoding, model, reasoning).

Shared topic / Tension

Layer self-consistency on chain-of-thought for hard reasoning.

Overlapping topics (greedy, model, reasoning); pushes against this story (but).

Same source domain / Shared topic

COCOLogic-V2 stress-tests whether stated reasoning is actually self-consistent.

Reported by the same outlet (arxiv.org); overlapping topics (model, reasoning).

Fabricated evidence injection steers model viewpoints without a jailbreak.

Reported by the same outlet (arxiv.org); overlapping topics (llms, model).

RREDCoT redistributes RL reward across chain-of-thought segments instead of only the final answer.

Reported by the same outlet (arxiv.org); overlapping topics (model, reasoning).

Frontier LLMs align with human brain patterns during game learning.

Reported by the same outlet (arxiv.org); overlapping topics (model, reasoning).