
Bud Ecosystem has received the prestigious EFY Research & Development Award for AI from Electronics For You, recognizing the company's development of Resource Aware Attention — a novel model architecture that delivers high-performance AI on standard CPU hardware.
The architecture powers Bud's flagship product, Bud Sentinel. In benchmarks, Bud Sentinel operates more than 2× faster on a standard CPU laptop than competing models running on expensive GPU hardware.
Joseph Linson and Aharsh MS accepted the award at the official ceremony.

"We have always believed that powerful, transformative AI shouldn't be locked behind expensive, high-end infrastructure. Winning the EFY R&D Award is incredibly validating because it shows the industry shares this vision."
Joseph Linson — Chief Strategy Officer, Bud EcosystemRemoving the hardware tax on enterprise AI
By removing reliance on costly GPU clusters, Bud Ecosystem aims to lower the barriers to enterprise AI deployment — enabling powerful models to operate locally, securely, and efficiently on standard business hardware.
Bud Ecosystem thanked Electronics For You for recognizing Resource Aware Attention as significant for the future of decentralized AI.