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cs.LG2026
World-Time Compute with Verified Code World Models
James Schwoebel, Ingrida Semenec, Jenia Rousseva +8
LLMs generalize across a domain only after seeing many real, labeled examples, which most domains lack. We study a way to manufacture it cheaply. When a domain's dynamics can be wr…
cs.LG2026
Protein contacts are already in the attention: a single-forward-pass alternative to the Categorical Jacobian
Rome Thorstenson
The Categorical Jacobian of Zhang et al. (2024) reads protein contacts from a language model by perturbing every residue with every alternative amino acid, about forward pass…
cs.NI2026
GORGO: Online Tuning for Cross-Region Network-Aware LLM Serving
Alessio Ricci Toniolo, Rome Thorstenson, Abinaya Dinesh
Increasingly, LLM inference services proxy client requests to engine replicas distributed globally. Load-balancing policies must jointly account for factors including KV-cache loca…