Research Reports


Artificial Intelligence Research Reports


DeepSeek Optimizes AI Deployment Costs and Creates New Sources of Memory Demand

2025/02/17

DRAM , NAND Flash , Artificial Intelligence

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According to research by global market research firm TrendForce, AI has experienced rapid development in recent years, with enterprises actively exploring ways to use related technologies to...

DeepSeek Optimizes AI Deployment Costs and Creates New Sources of Memory Demand

2025/02/17

Artificial Intelligence , Semiconductors

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TrendForce analyzes that DeepSeek reduces AI deployment costs through optimized algorithms, creating new opportunities for SMEs. While the short-term impact on the memory market is limited, in the long term, DeepSeek will drive the popularization of edge AI applications, increasing DRAM capacity in PCs and smartphones, and boosting demand for high-performance NAND Flash like UFS 4.0. Concurrently, DeepSeek may reduce demand for high-end GPUs and HBM, but will increase demand for general-purpose server DRAM and enterprise SSDs.

As NAND Flash Suppliers Actively Cut Product to Address Oversupply, AI-Related Demand and Inventory Reduction Are Expected to Help Boost NAND Flash Prices in 2H25

2025/02/13

NAND Flash , Artificial Intelligence

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According to the latest research by TrendForce, the NAND Flash market is still experiencing oversupply challenges in 1Q25, resulting in ongoing price declines...

As NAND Flash Suppliers Actively Cut Product to Address Oversupply, AI-Related Demand and Inventory Reduction Are Expected to Help Boost NAND Flash Prices in 2H25

2025/02/13

Artificial Intelligence , Semiconductors

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TrendForce forecasts that despite continued oversupply in 1Q25, the NAND Flash market will see significant improvement in supply-demand dynamics in 2H25, leading to a price rebound. This is driven by suppliers' proactive production cuts, growing AI-related demand, and faster inventory depletion. Chinese government subsidies, AI server demand, and AI PC/smartphone demand spurred by DeepSeek will contribute to the NAND Flash market recovery.

The Rise of DeepSeek and Trends in Agentic AI Applications

2025/02/12

Artificial Intelligence , Semiconductors , Telecommunications +6

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DeepSeek’s rapid rise not only highlights the role of algorithm optimization in balancing model performance and hardware efficiency but also signals a shift in AI development toward inference-driven applications. AI agents are expected to become the primary form of such applications, gradually evolving into systematic Agentic AI, enabling greater automation and goal-oriented task execution.

DeepSeek Will Gradually Push the Proportion of AI Inference Closer to 50%, but Overall AI Server Shipment Growth in 2025 Remains Uncertain Due to Export Controls and Preparation Progress for GB Rack

2025/02/07

AI Server/HBM/Server , Artificial Intelligence

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According to the latest supply chain survey by TrendForce, CSPs, OEMs, and other enterprises maintained strong growth momentum for AI servers in 2024...

DeepSeek Will Gradually Push the Proportion of AI Inference Closer to 50%, but Overall AI Server Shipment Growth in 2025 Remains Uncertain Due to Export Controls and Preparation Progress for GB Rack

2025/02/07

Artificial Intelligence , Semiconductors

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TrendForce forecasts uncertain growth for AI server shipments in 2025, influenced by US export controls, the rise of DeepSeek, and GB rack preparation progress. The base case projects 28% growth; the worse case, 20-25%; and the bullish case, nearly 35%. While DeepSeek may reduce demand for high-end AI training servers, it will drive edge AI inference server development and encourage CSP investment in custom ASICs, benefiting long-term AI market growth. AI inference is expected to gradually approach a 50% market share.

Humanoid Robot Market Bulletin_20250206

2025/02/06

Artificial Intelligence , Robot

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The International Federation of Robotics (IFR) announced the five major development trends for robots at the end of January 2025, and discussed issues including diversified and pragmatic AI applications, single-purpose humanoid robots, sustainability and energy consumption, expansions of new fields and clients, as well as solutions to labor shortages. In comparison with the focus placed on technology such as mobile robotic arms and digital twins back in 2024, IFR has become more aware of how robot development is affected by the general economy in 2025. For instance, robots are able to execute missions in a precise manner, and drastically reduce material wastage, which are exceedingly crucial to industries that are equipped with recyclable systems, including PV panels and EV batteries.....

DeepSeek to Contribute towards CSP Clients’ Growing Demand for AI Infrastructures in 2025 but with Extra Concerns on High-Cost Efficacy

2025/01/28

DRAM , NAND Flash , AI Server/HBM/Server +2

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According to TrendForce’s observations, chatbots and cloud service applications have actuated a rapid growth for the global AI server market since 2023...

DeepSeek to Contribute towards CSP Clients’ Growing Demand for AI Infrastructures in 2025 but with Extra Concerns on High-Cost Efficacy

2025/01/28

Cloud / Edge Computing , Artificial Intelligence , Semiconductors

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TrendForce indicates that DeepSeek and other Chinese AI companies are challenging the hardware-centric AI development model by focusing on operational efficiency, potentially prompting CSPs to reassess their AI infrastructure investments. While CSP capital expenditures will remain high in 2025, investments in in-house ASICs will increase to reduce costs and reliance on NVIDIA GPUs. US export controls will further accelerate the development of indigenous chips and algorithms in China's AI sector. In the long term, DeepSeek's emergence may lead to a downward revision in AI GPU demand and shift AI development towards efficiency-focused strategies.

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