AI for Service: Proactive Assistance with AI Glasses
In an era where AI is evolving from a passive tool into an active and
adaptive companion, we introduce AI for Service (AI4Service), a new paradigm
that enables proactive and real-time assistance in daily life. Existing AI
services remain largely reactive, responding only to explicit user commands. We
argue that a truly intelligent and helpful assistant should be capable of
anticipating user needs and taking actions proactively when appropriate. To
realize this vision, we propose Alpha-Service, a unified framework that
addresses two fundamental challenges: Know When to intervene by detecting
service opportunities from egocentric video streams, and Know How to provide
both generalized and personalized services. Inspired by the von Neumann
computer architecture and based on AI glasses, Alpha-Service consists of five
key components: an Input Unit for perception, a Central Processing Unit for
task scheduling, an Arithmetic Logic Unit for tool utilization, a Memory Unit
for long-term personalization, and an Output Unit for natural human
interaction. As an initial exploration, we implement Alpha-Service through a
multi-agent system deployed on AI glasses. Case studies, including a real-time
Blackjack advisor, a museum tour guide, and a shopping fit assistant,
demonstrate its ability to seamlessly perceive the environment, infer user
intent, and provide timely and useful assistance without explicit prompts.
68f1a6b16e0bef323a68fd1a
Zichen Wen
claimed_verified
2025-10-20T12:13:24.912Z
653b8c3e97a4d71d950e2f20
/avatars/b68880022e14556d0be58c69615db3be.svg
Zichen Wen
user
zichenwen
68f1a6b16e0bef323a68fd1b
Yiyu Wang
68f1a6b16e0bef323a68fd1c
Chenfei Liao
claimed_verified
2025-10-17T04:34:38.296Z
6806464ed918f6d2fee2bc8b
https://cdn-avatars.huggingface.co/v1/production/uploads/6806464ed918f6d2fee2bc8b/rgpG2oO0m6PT0KltCF_Wf.jpeg
Chenfei Liao
user
Chenfei-Liao
68f1a6b16e0bef323a68fd1d
Boxue Yang
claimed_verified
2025-10-18T04:49:29.378Z
688c72c011ef3399b561dee7
https://cdn-avatars.huggingface.co/v1/production/uploads/688c72c011ef3399b561dee7/puhgnTOAfZYetsC46hqGm.jpeg
BoxueYang
user
Boxue
68f1a6b16e0bef323a68fd1e
Junxian Li
claimed_verified
2025-10-17T04:10:29.247Z
656ae4088fb1ddf0d5ec9ac5
/avatars/e38468d2c0274f3c0f5732f30a2e3436.svg
Junxian Li
user
Duke-de-Artois
68f1a6b16e0bef323a68fd1f
Weifeng Liu
68f1a6b16e0bef323a68fd20
Haocong He
68f1a6b16e0bef323a68fd21
Bolong Feng
claimed_verified
2025-10-17T04:10:31.321Z
68d3f778e41c80eb120e52e0
/avatars/ad8de30deec15cf0f29134f3a1e73078.svg
Bolong Feng
user
Fabulous1496
68f1a6b16e0bef323a68fd22
Xuyang Liu
68f1a6b16e0bef323a68fd23
Yuanhuiyi Lyu
68f1a6b16e0bef323a68fd24
Xu Zheng
68f1a6b16e0bef323a68fd25
Xuming Hu
68f1a6b16e0bef323a68fd26
Linfeng Zhang
AI for Service: Proactive Assistance with AI Glasses
In an era where AI is evolving from a passive tool into an active and
adaptive companion, we introduce AI for Service (AI4Service), a new paradigm
that enables proactive and real-time assistance in daily life. Existing AI
services remain largely reactive, responding only to explicit user commands. We
argue that a truly intelligent and helpful assistant should be capable of
anticipating user needs and taking actions proactively when appropriate. To
realize this vision, we propose Alpha-Service, a unified framework that
addresses two fundamental challenges: Know When to intervene by detecting
service opportunities from egocentric video streams, and Know How to provide
both generalized and personalized services. Inspired by the von Neumann
computer architecture and based on AI glasses, Alpha-Service consists of five
key components: an Input Unit for perception, a Central Processing Unit for
task scheduling, an Arithmetic Logic Unit for tool utilization, a Memory Unit
for long-term personalization, and an Output Unit for natural human
interaction. As an initial exploration, we implement Alpha-Service through a
multi-agent system deployed on AI glasses. Case studies, including a real-time
Blackjack advisor, a museum tour guide, and a shopping fit assistant,
demonstrate its ability to seamlessly perceive the environment, infer user
intent, and provide timely and useful assistance without explicit prompts.
Alpha-Service, a unified framework for proactive AI assistance, uses a multi-agent system on AI glasses to detect service opportunities and provide timely, personalized assistance.
AI4Service Alpha-Service egocentric video streams multi-agent system AI glasses Input Unit Central Processing Unit Arithmetic Logic Unit Memory Unit Output Unit natural human interaction