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Benedelman.org news digest

  • 5 months

    Early LLM-based Tools for Enterprise Information Workers Likely Provide Meaningf...

    Early LLM-based Tools for Enterprise Information Workers Likely Provide Meaningful Boosts to Productivity. Microsoft Research Report – AI and Productivity Team. With Alexia Cambon, Brent Hecht, Donald Ngwe, Sonia Jaffe, Amy Heger, Mihaela Vorvoreanu...

  • 5 months

    Randomized Controlled Trial for Microsoft Security Copilot

    Randomized Controlled Trial for Microsoft Security Copilot. SSRN Working Paper 4648700. With James Bono, Sida Peng, Roberto Rodriguez, and Sandra Ho.
    We conducted a randomized controlled trial (RCT) to measure the efficiency gains from using Security Copilot, including speed and quality improvements. External experimental subjects logged into a M365 Defender instance created for this experiment and...

  • 5 months

    Sound Like Me: Findings from a Randomized Experiment

    Sound Like Me: Findings from a Randomized Experiment. SSRN Working Paper 4648689. With Donald Ngwe.
    A new version of Copilot for Microsoft 365 includes a feature to let Outlook draft messages that “Sound Like Me” (SLM) based on training from messages in a user’s Sent Items folder. We sought to evaluate whether SLM lives up to its name. We find that...

  • 5 months

    Measuring the Impact of AI on Information Worker Productivity

    Measuring the Impact of AI on Information Worker Productivity. SSRN Working Paper 4648686. With Donald Ngwe and Sida Peng.
    This paper reports the results of two randomized controlled trials evaluating the performance and user satisfaction of a new AI product in the context of common information worker tasks. We designed workplace scenarios to test common information worker...

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Web host: NearlyFreeSpeech.NET
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Registrant: Benjamin Edelman
Updated: November 13, 2021
Expires: December 07, 2022
Created: December 07, 2003

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