At the 2025 World Artificial Intelligence Conference · Tencent Forum, Tencent Research Institute, together with Tencent Youtu Lab, Tencent Cloud Intelligence, and Tencent Technology, jointly launched the report "Symbiotic Partners: 2025 Top 10 AI Trends," revealing the profound transformation of AI technology from a tool attribute to a "symbiotic partner" role. With breakthroughs in foundation models, multimodal fusion, embodied intelligence, and other technologies, AI is gradually integrating into every aspect of human life, becoming a core component of work, life, and even the functioning of society. Below is a summary of the highlights of the top 10 trends.
To obtain the original PDF file of "Tencent Research Institute 2025 Top 10 AI Trends," scan the QR code to follow and reply:20250726
Preface
- Preface One: Si Xiao, "From Intelligent Tools to Symbiotic Partners"
In the preface, Si Xiao points out that AI is undergoing a profound transformation from "tool" to "symbiotic partner." With breakthroughs in reinforcement learning, multimodal fusion, and other technologies, large models not only possess reasoning and action capabilities but can also achieve emotional interaction. AI is no longer a tool that passively executes instructions, but a "life partner" that can proactively understand user needs and optimize life and work. In the future, spatial intelligence and embodied intelligence will drive AI from the digital world into the physical world, completing the leap from "can chat" to "understands the world."
- Preface Two: Wu Yunsheng, "Creating a Better-to-Use AI"
Wu Yunsheng emphasizes that the future of AI is not only a technology race, but also a contest of industrial deployment capabilities. Tencent focuses on "AI closer to industry," promoting AI from "capable" to "useful" through a three-layer layout: the model layer (such as the Hunyuan large model), the platform layer (such as the agent development platform), and the application layer (such as solutions for finance and manufacturing scenarios). He believes that the next stage of AI will revolve around safety, controllability, and inclusiveness, making technology truly a value driver for enterprises and society.
Trend 01 Reinforcement Learning: Leading Breakthroughs in Large Model Reasoning and Action Capabilities
Reinforcement learning is shifting from "aligning with human preferences" (RLHF) to "optimization based on verifiable outcomes" (RLVR), driving large models from content generation toward complex problem-solving. For example, in fields such as healthcare and finance, AI achieves autonomous decision-making through reinforcement learning, and even discovers new strategies that surpass human experience.
Trend 02 Native Multimodal Generation: The Unification of Perception and Generation
AI is shifting from single-modality processing to cross-modal unified modeling, achieving joint understanding and generation of text, images, and audio. For example, OpenAI's GPT-4o and Sora models can already seamlessly process multimodal information, reshaping the interactive experience of industries such as film and television creation and e-commerce recommendations.
Trend 03 The Emotional Intelligence Evolution of Voice Models
Speech synthesis technology is upgrading from mechanical reading to emotional expression. Combined with multimodal capabilities, AI voices can generate music and dubbing in real time, and even drive virtual character interactions, becoming an "emotional partner" in education, healthcare, and entertainment.
Trend 04 Dual-Track Evolution of Agents: Orchestration-Based and End-to-End in Parallel
- Orchestration-Based Agent: Such as AutoGPT, which completes complex tasks by scheduling tools and APIs, emphasizing controllability in enterprise-level applications.
- End-to-End Agent: such as OpenAI's o3 model, internalizing reasoning and tool-use capabilities, demonstrating deep autonomy in professional fields (such as scientific research and programming).
Trend 05 LifeOS: AI becomes a personalized life operating system
AI has evolved from a single-task tool into a continuously accompanying "digital self," integrating users' long-term memory, habits, and emotional data, proactively optimizing schedules and health management, and even providing emotional support, such as ChatGPT's Memory feature.
Trend 06 Intelligence as a Service: Intelligent workflows empower industries
Enterprises are restructuring business processes through AI Agents, transforming knowledge from "static assets" into "schedulable cognitive systems." For example, Microsoft 365 Copilot uses retrieval-augmented generation (RAG) technology to enable real-time access to enterprise knowledge and decision support.
Trend 07 Game Agents: Immersive evolution of the virtual world
Game AI has evolved from scripted NPCs into "digital life" with emotional and social capabilities. For example, the AI teammates in Arena Breakout can dynamically adapt to players' styles, driving the maturation of the metaverse social ecosystem.
Trend 08 Embodied Intelligence's "GPT-2 Moment"
Collaborative breakthroughs in foundation models (such as VLA multimodal models), data engineering, and simulation platforms are driving robots from the laboratory to mass production. For example, Tesla Optimus and Tencent's "Xiaowu" robot have already demonstrated human-like mobility in manufacturing and home services.
Trend 09 Spatial Intelligence: AI's leap from tokens to voxels
AI has begun to understand three-dimensional space (voxels), empowering fields such as autonomous driving and XR mixed reality. Fei-Fei Li's World Labs is committed to generating interactive 3D scenes, providing new tools for smart cities and architectural design.
Trend 10 From testing to mass production: Embodied intelligence bodies accelerate toward maturity
Humanoid robot motion and perception systems are becoming standardized and gradually applied to high-demand scenarios such as logistics and nursing. Products such as Figure 02 and Agility Digit have achieved mass production at the thousand-unit level, marking AI's shift from a "digital brain" to "physical execution."
To obtain the PDF original file of "Tencent Research Institute 2025 Top Ten AI Trends", scan the QR code to follow and reply: 20250726