https://peertube.watch/videos/watch/0433c436-f64f-4fd1-bb2f-0c129f701e04 Peace Call. Mr. Peace is an AI-made character; voice is AI-generated; script written with AI assistance. No affiliate links in this video. How this site is run: https://getpeacecall.com/verify/?utm_source=peertube&utm_medium=video&utm_campaign=underdog-notes In a preprint by Ozdayi and Wadhwa, Claude Haiku 4.5 with reusable notes (written once by Claude Opus 4.5) beat Sonnet 4.5 without notes on one spatial reasoning test (LiveBench spatial, 5-run mean): 0.707 versus 0.647. At August 2026 list prices, estimated inference cost per 1,000 tasks was $6.70 versus $11.20, excluding note creation (paper: "at 60% of its cost"). Spatial task only: the notes did not help on word groups (connections .676 to .666) or competition math (.559 to .552). The cost of building the notes is excluded from the per-task cost. Older 4.5-generation models, mean of 5 runs. Source: Ozdayi & Wadhwa (Qualtrics), 'Artifact Distillation: Training-Free Transfer from Frontier to Small Language Models', arXiv:2610.37680v1 - PREPRINT (Oct 12, 2026), not yet peer reviewed. https://arxiv.org/abs/2610.37680 . Numbers from Table 1 (accuracy mean of 5 runs; cost at Anthropic list prices accessed Aug 2026). Names are trademarks of their respective owners; Peace Call is not affiliated with or endorsed by them. Charts drawn by code from the source's numbers. Paper: https://arxiv.org/abs/2610.37680 (version v1, posted Oct 12, 2026). AI Disclosure: Mr. Peace is a fictional AI character using a synthetic voice. This video is AI-assisted and does not depict a real person speaking. Research Disclosure: Based on a research preprint that has not been peer-reviewed. Results apply to the reported benchmarks and experimental conditions, not overall model superiority. Trademark Disclosure: Names are trademarks of their respective owners. Peace Call is not affiliated with or endorsed by them. Sat, 07 Nov 2026 15:49:40 GMT https://validator.w3.org/feed/docs/rss2.html PeerTube - https://peertube.watch https://peertube.watch/lazy-static/avatars/3b284627-b75f-409e-ac2e-10f4c2946f43.png https://peertube.watch/videos/watch/0433c436-f64f-4fd1-bb2f-0c129f701e04 All rights reserved, unless otherwise specified in the terms specified at https://peertube.watch/about and potential licenses granted by each content's rightholder.