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Parag Agrawal

Founder and CEO of Parallel Web Systems, which builds web-search infrastructure for AI agents; previously served as CEO and CTO of Twitter.

Agentic Search Requires a New Payment Model for Publishers

Parallel Web Systems founder and CEO Parag Agrawal argues that AI agents will make the web’s human-centered search and advertising model untenable: they will query far more often than people, but cannot generate the clicks and conversions publishers rely on. His proposed alternative combines agent-oriented retrieval—ranked by task outcomes rather than human clicks—with a Shapley-value-inspired payment system that would compensate content owners for the value their material adds to an agent’s work.

Sequoia CapitalAug 25, 202613 min read

Google Turns TPU Capacity Into a Blackstone-Backed Neocloud

Bloomberg Technology’s Caroline Hyde and Ed Ludlow frame Google’s new venture with Blackstone as an attempt to turn Google’s TPU capacity into an AI cloud business outside Google Cloud. Bloomberg Intelligence’s Mandeep Singh argues the structure could help Google meet external demand for its chips by shifting more of the data-center burden to Blackstone, creating a TPU-based rival to Nvidia-centered neocloud providers.

Bloomberg TechnologyMay 19, 202614 min read

Parallel Launches Marketplace to Pay Publishers for AI Agent Work

Parallel founder and former Twitter CEO Parag Agrawal argues that AI agents are breaking the web’s existing content economics by using publisher and creator material to perform valuable work without tying compensation to that value. In a Bloomberg Technology interview, Agrawal said Parallel’s new Index marketplace is meant to pay publishers, data providers, and independent creators according to their content’s measured contribution to an agent’s completed task, rather than through ads, subscriptions, citations, or flat licensing deals.

Bloomberg TechnologyMay 19, 20265 min read