2 papers
cs.MA2026
Zero-Shot Self-Orchestration with Ledger-Based Control for Improved LLM Coding Performance
Victor Gao, Vida Khosrowshahi, Ali Khosrowshahi +4
Multi-agent large language model systems are widely reported to beat single-model baselines, but the evidence is mixed, and comparisons are usually confounded: pipelines change tok…
cs.CL2026
In-Place Tokenizer Expansion for Pre-trained LLMs
Jimmy T. H. Smith, Tarek Dakhran, Alberto Cabrera +7
A tokenizer fixed at the start of pre-training allocates vocabulary in proportion to the pre-training corpus, reflecting the deployment priorities at that time. When those prioriti…