How does Rapidata gamify AI training?

Rapidata gamifies AI training by offering users in popular mobile apps the choice to complete short feedback tasks for AI models instead of watching advertisements.

What is the significance of 'online RLHF' enabled by Rapidata?

Online RLHF allows human judgment to be integrated directly into the AI training loop in real-time, enabling faster iteration and preventing issues like reward model hacking.

How much funding did Rapidata secure for its AI feedback approach?

Rapidata secured $8.5 million in seed funding, co-led by Canaan Partners and IA Ventures, to scale its approach to on-demand human data for AI.

Home / Technology / AI Learns From Millions via Mobile Games

AI Learns From Millions via Mobile Games

19 Feb

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Summary

Rapidata gamifies AI training using 20 million mobile app users.
Feedback is integrated into AI training loops in near real-time.
The company raised $8.5 million to scale its unique approach.

AI Learns From Millions via Mobile Games

Despite AI's advancements, training models still heavily depends on human feedback through a process known as RLHF. Traditionally, AI labs relied on fragmented networks of foreign contractors for this crucial step, leading to lengthy delays in model development.

Rapidata has emerged with an innovative solution, gamifying RLHF by integrating opt-in feedback tasks into popular mobile apps. This platform connects AI labs with approximately 20 million users, enabling them to provide feedback instantly by choosing tasks over watching ads.