Reasoning doesn’t have to mean longer chains of thought:
— Anirudh Goyal (@anirudhg9119) 8 avril 2026
PDR = draft in parallel → distill into a compact workspace → refine, and shift the Pareto frontier.https://t.co/4Sca6dFu4Q https://t.co/kk0fYpc8Y1 pic.twitter.com/PvevaX9ngY
Reasoning doesn’t have to mean longer chains of thought: PDR = draft in parallel → distill into a compact workspace → refine, and shift the Pareto frontier. arxiv.org/abs/2510.01123 Alexandr Wang (@alexandr_wang) 3/ we’re also releasing contemplating mode, which orchestrates multiple agents that reason in parallel designed to handle complex scientific & reasoning queries. in our testing we found it competitive w/ other extreme reasoning models such as Gemini Deep Think & GPT Pro. — https://nitter.net/alexandr_wang/status/2041909381667958855#m