OPPO唐凯：模型能力已经超过产业链的组织能力
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Merged summary
TL;DR - OPPO argues that agent models now outpace the industry’s ability to organize interoperable services. Its collaboration with Alipay combines on-device intelligence with the AHA protocol for trusted, cross-agent task execution.
- AHA extends A2A collaboration with device-side handshakes, contextual authorization, and payment-grade execution controls.
- OPPO’s on-device stack uses compact models and optimized inference frameworks to improve mobile multimodal performance while protecting privacy.
- OPPO’s Xiaobu and Alipay’s Abao connect nearly 200 functions across more than 18 consumer and public-service workflows.
- OPPO says the partnership has generated millions of additional daily active users for Alipay.
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OPPO唐凯：模型能力已经超过产业链的组织能力
Public signals
N/A
TL;DR - OPPO argues that agent models now outpace the industry’s ability to organize interoperable services. Its collaboration with Alipay combines on-device intelligence with the AHA protocol for trusted, cross-agent task execution.
- AHA extends A2A collaboration with device-side handshakes, contextual authorization, and payment-grade execution controls.
- OPPO’s on-device stack uses compact models and optimized inference frameworks to improve mobile multimodal performance while protecting privacy.
- OPPO’s Xiaobu and Alipay’s Abao connect nearly 200 functions across more than 18 consumer and public-service workflows.
- OPPO says the partnership has generated millions of additional daily active users for Alipay.