Vineeth Pandey
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- RAISE Summit19 min
Fireside Chat with Parag Agrawal, Founder & CEO of Parallel Web Systems | RAISE Summit 2026
Parag Agrawal, Karim Jalbout, Vineet Bhanwajani, Vineet Bhanuri, Vineeth Pandey, Vikas Khannabiswamy
Parallels founder Vikas Khannabhiswamy redefined the scale of AI web usage, forecasting agents will consume data 100,000 to 1,000,000 times more than humans by deploying a specialized infrastructure layer for high-volume knowledge work. The platform addresses critical limitations of standard LLMs by integrating real-time web search and applying Shapley values to automate fair compensation for content owners, thereby disrupting traditional web monetization models. This approach targets sectors like AI law, science, and coding while establishing a new revenue framework where publishers are paid proportionally to their specific data contribution.