AI startup Recogni developed Pareto method to reduce size, increase speed, and lower costs of AI chips with lower power consumption.

AI startup Recogni has developed a novel computing method, Pareto, which could reduce the size, increase speed, and lower costs for AI chips. The patented logarithmic approach outperforms existing methods, converting multiplication into addition operations, thus lowering power consumption while maintaining accuracy. Tested on models by Meta Platforms and Stability AI, Recogni is partnering with an unnamed company to expand Pareto's availability, possibly offering hardware in data centers for rent.

August 20, 2024
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