Shulou(Shulou.com)11/24 Report--

As one of the first batch of national new generation artificial intelligence innovation development pilot zones, Shenzhen is located in the center of Pearl River Delta and adjacent to Hong Kong. It not only develops rapidly in artificial intelligence fields such as driverless, intelligent automobile, industrial Internet, AR / VR, etc. in recent years, but also forms superior industrial cluster advantages.

In May this year, Shenzhen government issued the Notice of Action Plan for Accelerating High-level Application of Artificial Intelligence Development in Shenzhen City (2023-2024), clearly proposing to focus on supporting the R & D and application of general large-scale models, encouraging the R & D of large-scale model plug-ins and related software and hardware, and the layout in vertical fields.

Focus on the technical achievements and application scenarios of Xunfei Spark Cognitive Large Model, meet with developers in Shenzhen and surrounding areas in a more concrete, interactive and practical way, create benchmark industry demonstration applications, and promote the implementation of large-scale industrial value. On August 29, Xunfei Spark TechDay·Shenzhen Station hardware terminal special session was held as scheduled.

On-site roadshow AI helps industrial robots intelligently

In 2023, Xinfeld AI Developer Competition will combine high-quality enterprises, well-known universities and financing investment institutions to set 108 competition questions in total. It covers popular artificial intelligence technologies such as large models, intelligent voice, computer vision, natural language, etc., covering aviation, medical treatment, agriculture, entertainment and other industries, with a total bonus pool of more than 4 million yuan.

As an extension of human physical strength, industrial robots have replaced some tedious manual labor, but they are limited by intelligence and cannot complete some refined operations.

How to maximize the use of intelligent technology to improve the safety and efficiency of industrial robots? The AI Developer Competition Roadshow title of this event "Application of AI-based Industrial Robots in Complex Industrial Scenarios" invited contestants to bring their solutions on site.

(The picture shows the on-site award)

After on-site defense and professional judges 'comments and scores, Big Family Robot, Moying Technology and Blue Motion Technology won the top three on the track respectively. They will regroup at this year's USTC Global 1024 Developer Festival and appear on the award night together with other top three teams on the track.

Technological innovation cognitive model brings human-like interactive experience

Since the beginning of this year, the technological transition and rapid evolution of cognitive large models, artificial intelligence has set off a global upsurge. With deep accumulation in the field of artificial intelligence, KUST Xinfeld released Xinfeld Spark Cognitive Model V2.0 on August 15, released code and multi-modal capabilities, and upgraded assistants.

Based on the improvement of multiple capabilities of Xinfeld Spark Cognitive Model, what kind of changes will human-computer interaction bring? On the site of the activity, Mei Linhai, vice president of Xunfei Research Institute, brought in-depth interpretation from a technical point of view, and introduced the ability introduction and future prospect of interactive large model.

(The picture shows Mei Linhai, Vice President of Xunfei Research Institute)

Human-computer interaction, as a key area for human use of computers, has evolved from command-line human-computer interaction in the 1960s to multimodal interaction in 2022, moving towards more efficient, comfortable and secure directions. In the era of large models, human-computer interaction has gradually changed from traditional complex and diversified interaction forms to unified and convenient natural language interaction.

By unifying the technical links of dialogue understanding, process control and recovery generation ability, the interactive large model forms an "interactive brain," which brings about the transition of six core abilities.

The ability of multi-round dialogue through understanding and knowledge application makes the interactive large model "understand users" and more intelligent; the ability of empathy chat dialogue and multi-round dialogue self-guided reply make the interaction temperature and smoother; the ability of rapid learning of new knowledge and self-learning enable the interactive large model to learn quickly and evolve continuously.

Relying on the unique two-layer 1+N interactive cognitive large model system and tens of millions of mass data optimization, USTC Xinfeld has great advantages in interactive cognitive large model. At the same time, the Xinfeld model plug-in market opens cooperation, supports plug-in external sources and tools, and invites developers to build a new ecosystem in the industry.

Product enabling intelligent hardware to achieve interactive transition

For intelligent hardware, interactive cognitive large model will be a great opportunity for interactive transition, but there are also many problems in the way interactive products access large model, such as lack of history, limited effect, high cost, slow response and so on. In view of this kind of problem, Liu Ke, R & D director of Xinfeld Open Platform, brought Xinfeld solutions.

(The picture shows Liu Kewei, R & D Director of Xunfei Open Platform)

Aiming at how to better apply the interactive cognitive model to intelligent hardware, AIUI semantic system makes the result output more suitable for users 'needs and the interaction more smooth and efficient through four capabilities: semantic regularity, deep understanding, plug-in execution and reply language generation.

In modern information society, human-computer interaction presents different concrete forms on different intelligent hardware and has different interaction requirements. For different intelligent hardware, interactive cognitive large model "tailor-made," so that different types of intelligent hardware can enjoy the optimization brought by interactive promotion.

In the field of mobile phones, interactive cognitive large models can reshape voice assistants and broaden the boundaries of application scenarios; in the field of robots, multi-modal combination of large models can fully enhance the robot service experience; in the field of smart homes, low-power offline multilingual capabilities allow home hardware to sail to sea. In addition, in the fields of smart retail, smart wear, virtual people, etc., interactive cognitive large models have a wide range of application prospects.

The development of cognitive large model technology has opened up a broad imagination space for artificial intelligence, embracing general artificial intelligence has become a common choice for all walks of life. In the field of human-computer interaction, the spark interaction model is based on AIUI semantic system and intelligent hardware as carrier, enabling thousands of industries to build and share spark ecology.

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