# Aidan Toner-Rodgers - Artificial Intelligence, Scientific Discovery, and Product Innovation (Highlights) ![rw-book-cover|256](https://readwise-assets.s3.amazonaws.com/media/reader/parsed_document_assets/236345487/V0AZbQ1Xg20aF2yOpO9clL0rky3YfzQEjJBsUwaJicM-cove_PZqleyW.png) ## Metadata **Review**:: [readwise.io](https://readwise.io/bookreview/45997235) **Source**:: #from/readwise #from/reader **Zettel**:: #zettel/fleeting **Status**:: #x **Authors**:: [[Aidan Toner-Rodgers]] **Full Title**:: Artificial Intelligence, Scientific Discovery, and Product Innovation **Category**:: #articles #readwise/articles **Category Icon**:: 📰 **URL**:: [readwise-assets.s3.amazonaws.com](https://readwise-assets.s3.amazonaws.com/media/wisereads/articles/artificial-intelligence-scient/AI_innovation.pdf) **Host**:: [[readwise-assets.s3.amazonaws.com]] **Highlighted**:: [[2024-11-18]] **Created**:: [[2024-12-21]] ## Highlights - However, the technology has strikingly disparate effects across the productivity distribution: while the bottom third of scientists see little benefit, the output of top researchers nearly doubles. ([View Highlight](https://read.readwise.io/read/01jcym86vt901t7aydc6s5vafe)) ^813615680 - Top scientists leverage their domain knowledge to prioritize promising AI suggestions, while others waste significant resources testing false positives. ([View Highlight](https://read.readwise.io/read/01jcym8pzvxqhz6f5d1dbekxtm)) ^813615697