Agrawal: Parallel provides source attribution and confidence scoring on outputs
Parag Agrawal · Twitter's former CEO on rebuilding the web for AI | Parag Agrawal (Co-founder and CEO of Parallel) · Aug 14, 2025 · at 55:14
Parag Agrawal is the co-founder and CEO of Parallel. He explains Parallel's core API capabilities and product differentiators to Todd Jackson.
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“The second thing we do really well is really good attribution down to specific sources from which web research was done in a very fine grained granular way. And that allows us to build a differentiator, which is confidence scoring for all of our output elements. So our system is calibrated to know when we might have gotten some answers wrong.”
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