SelfBudgeter: Adaptive Token Allocation for Efficient LLM Reasoning · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2505.11274/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTSelfBudgeter: Adaptive Token Allocation for Efficient LLM Reasoning — mentioned by viraptorhttps://news.ycombinator.com/item?id=44354605urn:hackerpapers:mention:2505.11274:44354605Mon, 23 Jun 2025 11:29:11 GMT<p>&gt; Why can&#x27;t we just ask an AI to give its best answer in due time ? Sure you can. One approach is https://arxiv.org/html/2505.11274v2 another is having a parallel &quot;do you want to do more analysis?&quot; agent, and I&#x27;m sure someone&#x27;s already at least experimenting with building the confidence measurement into the layers as well.</p><p><a href="https://hackerpaper.kaipfister.de/p/2505.11274/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.AI