Tencent Research Institute's "Top Ten Trends in Artificial Intelligence by 2025" (PDF file)

In the 2025 worldartificialintelligentAt the Tencent Forum of the conference, Tencent Research Institute, in conjunction with Tencent YouTu Lab and Tencent Cloud,intelligentTencent Technology and others jointly launched "Symbiotic Partners: 2025"artificialintelligentThe "Top Ten Trends" report revealsAITechnology is undergoing a profound transformation from a tool-like attribute to a "symbiotic partner" role. This transformation is driven by fundamental models and...MultimodalFusion, EmbodiedintelligentBreakthroughs in technology,AIIt is gradually integrating into all aspects of human life, becoming a core component of work, life, and even the operation of society. The following is a summary of the ten key trends.

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Preface 1: Si Xiao's "From..."intelligentFrom Tools to Symbiotic Partners

In the preface, Si Xiao points out that,AIIt is undergoing a profound transformation from a "tool" to a "symbiotic partner." With the development of reinforcement learning,MultimodalBreakthroughs in technologies such as fusionLarge ModelIt not only possesses reasoning and action abilities, but also enables emotional interaction.AINo longer a tool passively executing instructions, but a "life partner" that proactively understands user needs and optimizes life and work. In the future, space...intelligentand incarnationintelligentWill promoteAIMoving from the digital world to the physical world, completing the leap from "being able to chat" to "understanding the world".

Preface 2: Wu Yunsheng, "Creating a Better User-Friendly System"AI》

Wu Yunsheng emphasized,AIThe future of technology will not only be a technological race, but also a contest of the ability to implement solutions in industries. Tencent focuses on technologies "closer to industry."AI"Through model layers (such as mixed elements)"Large Model), platform layer (such asintelligentbodyThe three-layer layout of development platform and application layer (such as financial and manufacturing scenario solutions) drives...AIFrom "capable" to "useful." He believes that...AIThe next phase will focus on safety, controllability, and inclusiveness, so that technology can truly become a value driver for businesses and society.

Trend 01: Reinforcement Learning: Leading the WayLarge ModelBreakthrough in reasoning and action abilities

Reinforcement learning is shifting from "aligning with human preferences" (RLHF) to "optimization based on verifiable results" (RLVR), driving...Large ModelMoving from content generation to complex problem solving. For example,AIIn fields such as medicine and finance, reinforcement learning can enable autonomous decision-making and even discover new strategies that surpass human experience.

Trend 02 OriginalMultimodalGeneration: The Unity of Perception and Generation

AIThe focus has shifted from single-modal processing to unified cross-modal modeling, enabling the joint understanding and generation of text, images, and audio. For example, Open...AIofGPT-4o andSoraThe model can now be processed seamlessly.MultimodalInformation is reshaping film and television creation and e-commerce.recommendInteractive experience in industries such as [unspecified].

Trend 03: Emotional Aspects of Voice Modelsintelligentevolution

Speech synthesis technology has evolved from mechanical reading to emotional expression, combining...Multimodalability,AIVoice can generate music, dubbing, and even drive virtual character interactions in real time, becoming an "emotional partner" in education, healthcare, and entertainment.

Trend 04 intelligentbodyDual-track evolution: orchestration classes and end-to-end parallelism

LayoutAgent: such as AutoGPTIt accomplishes complex tasks through scheduling tools and APIs, emphasizing controllability in enterprise applications.
end to endAgent: such as OpenAIThe o3 model internalizes reasoning and tool usage abilities, demonstrating deep autonomy in professional fields (such as scientific research and programming).

Trend 05 LifeOS:AIBecoming a personalized lifestyle operating system

AIEvolving from a one-time task tool to a continuous companion in the "digital self," it integrates users' long-term memories, habits, and emotional data to proactively optimize schedules, manage health, and even provide emotional support, such as Chat.GPTMemory function.

Trend 06: Intelligence as a ServiceintelligentWorkflow empowers industries

Enterprises throughAI AgentRestructuring business processes transforms knowledge from "static assets" into "schedulable cognitive systems." For example, Microsoft 365 Copilot uses Retrieval Augmentation (RAG) technology to enable real-time access to enterprise knowledge and decision support.

Trend 07: GamesintelligentbodyImmersive Evolution of the Virtual World

gameAIFrom scripted NPCs to "digital lives" with emotions and social capabilities, such as in *Dark Zone*.AITeammates can dynamically adapt to player styles, promoting the maturity of the metaverse social ecosystem.

Trend 08: Embodiedintelligentof"GPT-2 o'clock"

Basic models (such as VLA)MultimodalBreakthroughs in the collaborative development of models, data engineering, and simulation platforms are propelling robots from the laboratory to mass production. For example, Tesla's Optimus and Tencent's "Xiao Wu" robot have demonstrated human-like mobility in manufacturing and home services.

Trend 09 Spaceintelligent:AIThe leap from lexical to voxel

AIBegin to understand three-dimensional space (voxels), empoweringautomaticFields such as driving and XR mixed reality. Fei-Fei Li's World Labs is dedicated to generating interactive 3D scenes, providing new tools for smart cities and architectural design.

Trend 10: From Testing to Mass Production: EmbodiedintelligentThe body is maturing faster.

The standardization of humanoid robot motion and perception systems is gradually leading to their application in high-demand scenarios such as logistics and nursing. Products like Figure 02 and Agility Digit have achieved mass production of thousands of units, marking a significant milestone.AIFrom “digital brain” to “physical execution”.

Get theTencent Research Institute 2025artificialintelligentTop 10 TrendsOriginal PDF file, scan the QR code to follow and reply: 20250726

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