1. Hardware Architecture: Dual-Chip, Dual-System Design

The S1 uses a dual-chip architecture:

• A Qualcomm AR1 SoC dedicated to low-latency AR operations, sensor fusion, and HUD rendering

• A BES2800 (or similar Bluetooth/low-power chip) handling voice input, audio output, and always-on AI agent tasks
  
  

This split is increasingly common in next-gen lightweight AR devices. By separating real-time visual tasks from agent-level inference, Quark reduces thermal load and maintains a more stable power envelope.

Thermal stability

Sustained usage tests show that the glasses maintain acceptable surface temperature during continuous translation or real-time subtitle generation, thanks to offloading computationally heavy tasks to Alibaba’s cloud LLM.

Battery system

One standout feature is the hot-swappable dual-battery system. Few consumer-grade smart glasses support this. Quark’s modular batteries make long-duration use possible — especially significant for tasks like navigation, filming, or accessibility (live captioning).

It’s a clever design choice: rather than pushing for a single large internal battery (which increases weight), the glasses distribute power via removable micro-modules.

2. Optics & Display: Practical, Not Experimental

The S1 features dual micro-OLED displays with a compact waveguide system whose FOV sits around the “information layer” category — similar to consumer AR devices like Rokid or Viture.

Display properties

• Micro-OLED panel with high brightness to remain visible outdoors

• Fine-tuned waveguide for lower light leakage

• Adjustable display position (vertical and horizontal wheel)
  
  

The adjustable optics are particularly important. Many consumer smart glasses suffer from fixed eyebox issues where the display becomes blurry unless the user’s eye alignment matches the design. Quark’s adjustability makes the S1 compatible with a wider range of faces and interpupillary distances.

The G1 series omits the display entirely, opting for a lighter “AI audio + camera helper” design. This offers better comfort but shifts the S1 into a distinct product category closer to AR HUDs.

3. Camera & Vision Stack: The Backbone of Daily Use

Quark integrates a camera with:

• Scene understanding / recognition (objects, text, QR codes, prices, items on Taobao)

• Vision-enhanced navigation

• Low-light image capture powered by Super RAW processing

• AI upscaling / frame interpolation for better short-video quality
  
  

Based on test samples, the imaging system is not positioned to replace a smartphone camera — but for “instant context capture,” it performs reliably. The night-mode enhancement is surprisingly effective for a device with such a small sensor footprint.

This camera is also essential for AI agent contextualization: Quark uses live context (“what you’re looking at”) to retrieve information, translate text, compare online prices, or perform visual actions such as scanning items in a supermarket.

4. AI System: Qwen + Quark = A Wearable Agent

The software stack is where Quark AI Glasses differ from many competitors. Instead of trying to build an isolated app ecosystem, Quark deeply integrates:

• Alibaba’s Qwen LLM (Qwen2.x variant)

• Quark’s search + browser tech

• Core Alibaba services (Alipay, Taobao, Tmall, Gaode Maps, Youku, etc.)
  
  

AI performance in real scenarios

• Real-time translation is excellent — low latency and fairly stable speech recognition

• Voice + visual agent behavior is smoother than most domestic wearables

• Task-oriented workflows (e.g., “scan this item and show price history,” “navigate to this shop,” “summarize this text I’m reading”) are surprisingly complete due to the strong ecosystem backend
  
  

Because the glasses offload heavy inference to Alibaba’s cloud, they avoid heat and power constraints — at the cost of requiring a reliable data connection.

For users deeply tied to Alibaba’s ecosystem, this feels like a genuinely integrated assistant; for international users, ecosystem limitations are more noticeable.