A new company, Deep Cogito, has emerged from stealth with a family of openly available AI models that can be switched between ...

Gain Clarity and Confidence by Borrowing These Tools These five mathematical reasoning tools—setting bounds, articulating brute force solutions, running numerical sanity checks, using anchor ...

Models trained on LCPO adjust their reasoning chain based on their token budget (source: arXiv) Beyond improved length control in the standard math reasoning setting, the L1 models generalize ...