…Key idea Harness-1 separates these responsibilities. The policy still makes the semantic decisions: what to search, what to inspect, what to curate, what to verify, and when to stop. But the…
…https://researchpod.app/episode/26850a14-8165-46d4-a424-d570a8411aa5 where code fir this paper?? it's a very promising project This is an automated message from the Librarian Bot . I found the…
…We hope this is a step toward more efficient and collaborative AI systems for scientific reasoning 🚀 This is an automated message from the Librarian Bot . I found the following papers similar to…
…ComboStoc addresses this with a simple idea: instead of training only along a narrow set of paths, it constructs stochastic processes that more fully explore the combinatorial structures induced by dimensions and…
…The idea of using intra-model routing to handle those medium-confidence tokens instead of defaulting to a full recompute feels like a really intuitive way to optimize the speculative decoding pipeline…
…We show that the bottleneck is sequential generation, not the multi-token idea itself. DiffRetriever is a representative-token retriever for diffusion language models : it appends K masked positions to the prompt…
…This simple idea greatly improves the expressive power of the representation. In practice, it means that one Gaussian can model much richer local appearance , capture sharper details, and reconstruct challenging regions more…
…This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers were recommended by the Semantic Scholar API Argus: Evidence Assembly for…
…The idea of turning sparse masked networks into actually smaller dense ones via structural minimization is a nice shift from just having zeros sit in memory. It is interesting to see that…
…it's a nice antidote to the usual chat, since math really benefits from a traceable journey through ideas. i'm curious how they model uncertainty across hops, are there concrete confidence…