Wukong AI 3.0 Hardware Development Framework Released, Ushering in a New Era of Hardware Multimodal Evolution

From Chip to Mass Production: Wukong AI 3.0 Hardware Development Framework Released, Ushering in a New Era of Hardware Multimodal Evolution

Over the past two years, AI hardware devices have become one of the most active tracks in the consumer electronics space. From smart toys to translators, AI capabilities have rapidly penetrated the market in a short period, but this has also exposed a problem: many products can only stay at the simple voice conversation stage, with limited functionality and severe homogenization.

Traditional manufacturers or developers often need to spend months on low-level drivers, network communication, and algorithm encapsulation to achieve a more advanced and stable feature.

However, the market demands extremely fast product iteration, and the window of opportunity is fleeting.

How to leverage mature frameworks to bridge the gap between the chip layer and the application layer, achieving a rapid closed loop from "chip to mass production," has become a core competitive advantage for manufacturers.

The emergence of Tuya’s Wukong AI hardware development framework has turned efficient AI hardware development from a vision into reality.

Built on TuyaOS, Wukong AI is a software-hardware integrated, out-of-the-box AI hardware development framework. Leveraging TuyaOS’s cross-platform compatibility, modular design, and low-code development advantages, developers can truly focus their energy on product experience innovation.

Today, Wukong AI 3.0 is fully upgraded, achieving significant enhancements in text, audio, image, and video processing through the deep integration of AI Agent with the development framework. Furthermore, through multiple interaction modes and on-device MCP tools, developers can build next-generation AI hardware that not only "can speak and see" but also "can act and proactively serve" with unprecedented efficiency.

01 Core Upgrade: Speak, See, and Execute Better

Wukong AI 3.0 builds a complete closed loop from "perception and understanding" to "decision and execution" across AI voice conversation, photo recognition, text/image-to-image generation, real-time translation, meeting recording, video surveillance, and audio-video intercom capabilities. This can be reflected in two key dimensions of upgrade:

I. Deep Closed Loop of Multimodal Perception and Processing

In the past, "seeing" and "hearing" in AI hardware were often just for answering a question. Wukong AI 3.0 is committed to making perception generate direct action value, forming a deep closed loop.

🎙️ From "speaking" to "understanding" — emotional perception:

The framework integrates AEC, VAD, KWS, and other voice recognition technologies to ensure clear and smooth conversations in any environment. Combined with emotion perception algorithms, it can detect user emotion changes in real time and provide emotionally-toned responses, creating a more approachable and anthropomorphic interactive experience.

📹 From "seeing" to "communicating" — security closed loop:

The new monitoring mode uses camera real-time frame capture and frame-difference detection to automatically sense visual changes, take photos, and upload them to the cloud for image recognition analysis. When anomalies are detected, alerts are immediately pushed to the App. Combined with P2P audio-video intercom capability, the device captures and transmits real-time audio-video streams to the App, enabling ultra-low latency remote monitoring and communication.

🗒️ From "listening" to "summarizing" — productivity closed loop:

Meeting mode supports voice wake-up. When the user starts speaking, AEC noise-reduction recording begins simultaneously with ASR real-time transcription. After the conversation ends, the LLM model automatically summarizes key points and generates meeting minutes. Real-time translation mode打通了 the full process of "ASR → LLM streaming translation → TTS playback," supporting multi-language switching at any time, suitable for international conferences, travel, and other scenarios.

🎨 From "thinking" to "displaying" — creative closed loop:

Text-to-image, image-to-image, and other multimodal creative capabilities are deeply integrated with hardware displays. Generated images can be directly rendered on the device’s LCD screen, providing an end-to-end solution for developing creative drawing boards and interactive art installations.

II. On-device MCP Gives AI Hardware an Interactive Soul

Based on the standard MCP and Skill specifications, version 3.0 extends AI’s capability circle from conversational models to direct control of the device itself. AI can autonomously make decisions based on conversation context and dynamically invoke device functions. We’ve prepared an out-of-the-box toolkit for developers:

📱 Basic Device Control: Volume adjustment, mode switching, device information query, system time retrieval. Making AI the natural steward of the device.

⏰ Smart Time Management: Set alarms, countdowns, pomodoro timers, and reminders with a single sentence, with automatic voice announcements when the time comes. AI becomes your personal time assistant.

👁️ Full-scenario Playback System: Supports play, pause, and track switching, seamlessly integrating into conversations. It simultaneously supports three sources — local resources (Flash/SD card), Bluetooth audio streaming, and network HTTP streaming — flexibly adapting to different product forms.

🎮 Physical Motion Engine: Supports PTZ and servo control. Developers can use voice commands to have AI drive the camera to track, or control robot arm movements, giving AI hardware true physical interaction capability.

🔌 Unlimited Custom Extensions: Through simple macro APIs, developers can register custom tools with a single line of code, fully compatible with the MCP standard, easily integrating private logic or dedicated hardware drivers for genuine differentiated innovation.

At this point, Wukong AI 3.0 has completed the construction of the full capability chain from "perception-thinking-execution."

02 Three-Layer Technical Architecture with Cloud-Device Integration

Wukong AI 3.0 adopts a layered decoupling design philosophy, aimed at reducing developers’ low-level adaptation costs. Its technical architecture is clearly divided into three layers, allowing developers to focus solely on their own business logic innovation.

This "hardware driver → Wukong AI framework → cloud AI service" cloud-device integrated architecture ensures powerful AI capabilities while effectively controlling development costs and improving efficiency.

03 Eight Interaction Modes, Incubating New Hardware Species

The value of Wukong AI 3.0 lies in its high degree of modularity and flexibility. It allows developers to combine different capability modules like assembling LEGO bricks, quickly defining unprecedented hardware categories.

Wukong AI features eight interaction modes, covering everything from hands-free wake-up, free conversation, and long-press intercom to single-trigger, as well as professional translation mode, P2P direct intercom, and meeting mode and monitoring mode driven by voice wake-up and MCP commands. This provides tailored interaction forms for AI toys, robots, translators, smart cameras, home appliances, learning devices, and even professional security and conference equipment.

Based on this, we can outline several potential AI hardware categories:

🧸 Emotional Companion Robot: Integrating free conversation, emotion perception, GUI dual-eye expressions, and motion control to achieve unity of emotional interaction and physical companionship.

📸 Smart PTZ Camera: Combining image recognition in monitoring mode with PTZ-driven motion control to achieve automation from "target discovery" to "continuous tracking," and can automatically generate event short videos.

🏠 Meeting Collaboration Terminal: Integrating meeting mode (recording transcription and minutes), translation mode (cross-language communication), and device control (controlling conference room speakers and lighting), redefining the meeting space.

🔎 Smart Learning Device: Deeply integrating photo recognition, AI conversation, and encyclopedia Q&A capabilities, supporting photo-based problem solving, multi-language learning, and knowledge exploration, creating an all-around AI learning companion.

These are just the tip of the iceberg. Through flexible combinations of the above modes and capabilities, developers can virtually infinitely expand the boundaries of AI hardware innovation.

04 Threefold Enhancement in Developer Efficiency, Performance, and Openness

As a professional development framework in the AI hardware field, Wukong AI 3.0 transforms complex AI hardware engineering into efficient modular assembly. Its comprehensive strength is reflected in three dimensions:

1. Comprehensive Capability Integration

Eight core capabilities, eight interaction modes, a complete toolset covering voice, vision, and control, as well as unified API integration with mainstream domestic and international models such as DeepSeek, Doubao, Tongyi Qianwen, Kimi, ChatGPT, and Gemini through Tuya Cloud. Developers don’t need to start from scratch — they instantly have a full set of out-of-the-box AI hardware core functions.

1. Reliable Underlying Performance

The framework’s underlying layer has been deeply optimized for key technologies including AEC echo cancellation, VAD voice endpoint detection, low-latency P2P intercom, and cloud-device collaboration. This means products developed on it can not only achieve rich functionality but also guarantee production-grade stability, smoothness, and low power consumption.

1. Open Ecosystem Extension

Custom extension functionality is key to maintaining the framework’s vitality. It ensures developers can embed core intellectual property while enjoying platform convenience, building unique product competitiveness and avoiding homogenization competition.

05 From Chip to Mass Production: Comprehensive Commercial Guarantee

Based on Tuya’s massive ecosystem, we provide developers with full-chain support from core hardware selection, software development, to product mass production and market operation, truly delivering on the promise of "from chip to mass production."

Hardware and Supply Chain Support:

The framework is deeply adapted to Tuya’s full range of chip modules including T1, T2AI, T3/T3AI, and T5AI, and can also be ported to custom chip platforms. At the same time, leveraging Tuya’s industry resources accumulated over the years, we provide a one-stop supply chain from chip modules to complete machine assembly, reducing hardware development risks and manufacturing costs, accelerating product deployment.

Software and Development Ecosystem Support:

Through the Tuya Wind IDE integrated development environment, developers can achieve a streamlined workflow of "framework creation, configuration compilation, and flashing." The framework provides out-of-the-box reference projects and comprehensive development documentation, enabling developers to quickly innovate on mature cases, significantly shortening the development cycle.

Comprehensive Commercialization Support:

Tuya provides technical guidance and domestic/international security compliance certification throughout the product’s entire lifecycle, assisting products in reaching market quickly. It also supports configuring dedicated brand Apps, providing commercialization support from App listing to subscription revenue. Outstanding products may enter Tuya’s global channels and domestic/international exhibitions, gaining brand endorsement and targeted traffic.

Through an integrated guarantee system, Wukong AI 3.0 will help developers and manufacturers efficiently translate technical advantages into market competitiveness, seizing the initiative in the fierce AI hardware competition.

Related Resource Links:

• T-Series Module Specifications: https://developer.tuya.com/cn/docs/iot/T3-series-module?id=Kdirr05nayqe2

• Tuya Wind IDE Plugin: https://developer.tuya.com/cn/docs/iot-device-dev/tuyaos-wind-ide?id=Kbfy6kfuuqqu3

• Wukong AI Framework Creation Guide: https://developer.tuya.com/cn/docs/iot-device-dev/quick-start?id=Kectxdshpvsqr

06 Developer Q&A

Welcome to join the Wukong AI developer ecosystem and turn your AI hardware ideas into reality in the shortest time possible.

If you encounter any issues during development, you can log in to the Tuya Developer Forum to ask questions, where technical staff will be available to assist you at any time:

https://www.tuyaos.com/viewforum.php?f=11