AIが8時間近くにわたり自律的にリサーチを遂行し、構造化されたサマリースライドと数十ページの包括的な調査レポートを提供します。
8 小时自主研究，最终输出结构化 PPT + 数十页完整报告——这个任务时长与 METR 的「时间地平线」框架高度吻合：8 小时恰好是当前顶级 AI Agent 能可靠完成的任务上限。Sakana 选择这个时长不是偶然，而是经过能力校准的精准产品设计——他们在构建一个刚好在当前 AI 能力边界内的产品。
16 Matching Annotations
- Apr 2026
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sakana.ai sakana.ai
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arxiv.org arxiv.org
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We introduce Iterative Reward Calibration, a methodology for designing per-turn rewards using empirical discriminative analysis of rollout data
大多数人认为奖励设计应基于领域专家知识和预定义规则，但作者提出应基于实际训练数据的经验判别分析来迭代校准奖励。这种方法挑战了传统的奖励工程方法论，将奖励设计从'专家驱动'转向'数据驱动'。
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- Dec 2020
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tools.thermofisher.com tools.thermofisher.com
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Performcalibrations
Good explanation of calibration - https://tools.thermofisher.com/content/sfs/manuals/4387777d.pdf
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Custom dyes must excite between 455–672 nm and emit between 505–723 nm.
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- Nov 2020
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pubs.acs.org pubs.acs.org
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fluorescein isothiocyanate (Sigma-Aldrich, CAS: 3326-32-7) dissolved in PBS
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calibrants for red fluorescence, such as TexasRed, are currently being investigated.
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- Sep 2020
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Is the 4C Mortality Score fit for purpose? Some comments and concerns. (2020). https://www.bmj.com/content/370/bmj.m3339/rr-3
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- Aug 2020
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www.nber.org www.nber.org
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Monte, F. (2020). Mobility Zones (Working Paper No. 27236; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27236
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- Jul 2020
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Ellison, G. (2020). Implications of Heterogeneous SIR Models for Analyses of COVID-19 (Working Paper No. 27373; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27373
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pubs.acs.org pubs.acs.org
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simple calibration procedure generated an instrument-specific color compensation matrix that was subsequently stored on the droplet reader and automatically applied to data to eliminate cross talk between FAM and VIC labeled probes.
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URL
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- Jun 2020
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github.com github.comDP^3T1
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"You wanted open source privacy-preserving Bluetooth contact tracing code? #DP3T software development kits/calibration apps for iOS and Android, and backend server, now on GitHub. iOS/Android apps with nice interface to follow." Michael Veale on Twitter (see context)
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- May 2020
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www.tandfonline.com www.tandfonline.com
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Angner, E. (2006). Economists as experts: Overconfidence in theory and practice. Journal of Economic Methodology, 13(1), 1–24. https://doi.org/10.1080/13501780600566271
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biosearchassets.blob.core.windows.net biosearchassets.blob.core.windows.net
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Although unnecessary for simple singleplex amplifications, spectral calibration is critical for multiplexed assays so that overlapping fluorescent signals can be resolved from one another.
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psycnet.apa.org psycnet.apa.org
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Can we count on parents to help their children learn at home? (2020, May 8). Evidence for Action. https://blogs.unicef.org/evidence-for-action/can-we-count-on-parents-to-help-their-children-learn-at-home/
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- Dec 2019
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we recommend calibrating OD using serial dilution of silica microspheres, which readily produces highly precise calibration (95.5% of teams having residuals less than 1.2-fold), is easily assessed for quality control, and as a side effect also assesses the effective linear range of an instrument.
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- Sep 2019
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www.wikihow.com www.wikihow.com
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This wikiHow teaches how to calibrate your Samsung Galaxy device's gyroscope and accelerometer
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