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Red Bear AI Secures 80 Million Yuan in Pre-A+ Round Financing, Focusing on Memory Science to Endow AI with Memory Abilities Close to Humans

瀚海2025-12-31 10:48
The AI competition has entered the stage of "tough competition" in basic science and core technologies.

Recently, Red Bear AI announced the completion of an 80 million yuan Pre-A+ round of financing. This round of financing was led by angel investor Chen Yongchao and Huayu Venture Capital, with follow-on investments from Greifang Investment, Kuweier Fund, and Jiawo Capital. This is the fourth round of financing completed by Red Bear AI in 2025, and the current valuation of the company has reached 750 million yuan. Chen Yongchao, the chairman of angel investor Huayu Venture Capital, has reinvested in Red Bear AI for three consecutive times, demonstrating his strong confidence in the development of Red Bear AI.

Core Technology: From "Data Stacking" to "Human-like Memory"

The core technology of Red Bear AI lies in the "memory science" that simulates human cognition, aiming to solve the innate defects faced by current large language models (LLMs) based on the Transformer architecture, such as context window limitations, broken dialogue coherence, and mechanized knowledge application.

Three-level Memory System: Through biological mapping, Red Bear AI has constructed a hierarchical architecture that includes "short-term working memory" (maintaining coherence in more than 10 rounds of interactions), "long-term knowledge graph" (realizing cross-cycle information storage), and "situational cognitive decision-making".

Multimodal Emotion Fusion: The latest version of the product integrates an emotion recognition engine, which can capture users' emotional inflection points (such as from patient consultation to anxious complaint), enabling AI services to shift from passive response to human-like decision-making.

Cross-modal Association: The company announced that it will release cross-modal memory association technology on January 16th, achieving in-depth logical linkage among text, image, and video data.

   

Commercialization Practice: Exceeding Expectations in Growth and Cross-industry Penetration

Red Bear AI has demonstrated strong commercial self-sufficiency, and its strategic focus has shifted from "delivering tools" to "delivering results".

Financial Performance: In 2025, Red Bear AI's contract performance reached 250 million yuan, significantly exceeding the expected target of 150 million yuan; the annual recognized revenue was 135 million yuan.

Expanding into the Manufacturing Industry: While maintaining its core business in the telecommunications operator sector, the company successfully entered the manufacturing industry. In September this year, "Red Bear AI Agent + Memory Science to Build an Enterprise's Full-scenario Operation Model" was successfully selected as one of the "First Batch of Typical Cases of Artificial Intelligence Empowering the Manufacturing Industry in Zhejiang Province in 2025".

Open-source Ecosystem: On December 1st, the company officially open-sourced its core product, "MemoryBear", aiming to lower the threshold for small and medium-sized enterprises to access memory science technology and promote China's independent technical standards.

   

Future Strategy: Memory Chipization and Physical AI Cognition

Wen Deliang, the founder and CEO of Red Bear AI, said that the AI competition has entered the stage of "tough competition" in basic science and core technology. Facing the next stage of AGI, Red Bear AI has shifted its R & D focus to the integration of hardware and software.

Physical World Cognition: The company is committed to establishing accurate AI cognition of the physical world (such as spatial reconstruction and dynamic obstacle avoidance), laying the foundation for future entry into the fields of embodied intelligence and robotics.

Memory Chipization: Red Bear AI plans to develop neuromorphic memory chips that mimic the plasticity of biological brain synapses to achieve localized and distributed memory storage. This can not only solve the problem of privacy and security but also enable hardware terminals to have real "evolutionary memory".

According to the plan, Red Bear AI is expected to launch its Series A financing in the second quarter of 2026 to continue accelerating its full-stack layout in the memory field.

When talking about his views on the AI market, Wen Deliang asked, "Do you still remember the release of the State Council's 'Guiding Opinions on Actively Promoting the 'Internet +' Initiative' ten years ago? I think at that time, few people could have predicted that the three words 'Internet +' were not just policy language but more like an invisible hand that opened the door to the reshaping of China's business society."

After the release of the policy, Pinduoduo rewrote the e-commerce landscape with its low-price strategy and focus on the sinking market. Meituan reshaped the local life service industry with its "Everything Delivered" concept. ByteDance opened up a new track in content consumption with algorithmic recommendation. During this period, there were also Bilibili, Xiaohongshu, Kuaishou, and so on... We witnessed too many incredible changes.

In August 2025, the "Opinions on Deeply Implementing the 'Artificial Intelligence +' Initiative" were released. A transformation with a more profound impact than the "Internet +" may be unfolding... Perhaps new giants in the AI era are being incubated at this moment, or maybe they have just been established! Fortunately, Red Bear AI can be deeply involved in it."