Overview
Prashant Bhuyan is Founder, CEO and Chairman at Accrete [1][3]. Bhuyan founded Accrete in 2017 to address what Bhuyan describes as the context problem, specifically focusing on capturing and scaling tacit knowledge [2]. According to Bhuyan's stated perspective, grounding reasoning models in expert judgment represents a more difficult challenge than data preparation and model fine-tuning, as the most valuable knowledge proves hardest to capture [2]. Prior to Accrete, Bhuyan held founding and leadership roles at several companies including Shinr.ai, AMR, MSREA LLC, Microstructure Research & Engineering Technologies LLC, and MRT Trading LLC [4][5][6][7][8]. Bhuyan holds a Bachelor of Arts in World Politics from Hamilton College [9] and completed graduate coursework in Data Science at City University of New York and in Mathematics and Computation at Harvard University Extension [10][11].
Profile introduction
I started Accrete in 2017 to solve the context problem, with a specific focus on capturing and scaling tacit knowledge — which I view as the most important problem in AI. As Einstein put it, everyone's a genius, but teach a fish to climb a tree and it will fail. Autonomy without expert judgment is a compounding liability for organizations applying agents to consequential work, which is why reasoning has to be grounded in in expert judgment. The problem of grounding reasoning models in expert judgment is harder than plumbing data and fine tuning models because the most valuable, hardest-to-capt…
Career history
- Founder, CEO and ChairmanMay 2017 to presentAccrete
- Co-Founder, Chairman & CEONov 2018 to Aug 2021Shinr.ai
- Co-Founder, CEOAug 2016 to May 2017AMR
- Founder and CEOSep 2011 to May 2017MSREA LLC
- Founder and CEOJan 2006 to May 2017Microstructure Research & Engineering Technologies, LLC
- Founder, Managing PartnerMar 2013 to Jun 2015MRT Trading LLC
Education
- Bachelor of Arts (B.A.), World Politics1996 - 2000Hamilton College
- Graduate Coursework, Data Science2014 - 2018City University of New York
- Graduate Coursework, Mathematics and Computation2008 - 2013Harvard University Extension
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