ChatGPT really went viral lately!
In December 2022, ChatGPT was launched. Just two months later, ChatGPT had more than 100 million monthly active users, breaking the shortest time to reach that number and making it the fastest growing consumer App in history. Why is ChatGPT so terrific, and what does it upend?
I. What is ChatGPT?
ChatGPT (Chat Generative Pre-trained Transformer) is a general intelligent conversational robot program developed by OpenAI. In terms of technology, ChatGPT conducts training based on large-scale pre-training language model of GPT-3.5 architecture (Transformer based). And the Reinforcement Learning from Human Feedback (RLHF) has been introduced to constantly adjust the pre-training language model, thus the understanding of human intention is greatly improved, which makes ChatGPT output content consistent with common sense, cognition, needs and values of human beings.
What's amazing about ChatGPT is that in terms of function, not only does it possess excellent intelligent conversation ability, it can also write papers, code, tutorials, and reports, and generate content faster and with a quality that exceeds that of people who have been working in the field for years. In terms of personality, it dares to question, admit ignorance, take the initiative to admit mistakes, state positions, and has contextual memory coherence, which reflects self-cognition and real-time autonomous learning ability. To some extent, the content generated by ChatGPT can replace some of the "primary content producers" and push generative AI to new heights.
Ⅱ. ChatGPT enpowers AIGC
Since ChatGPT's most prominent ability is to enable content production with generative AI, what is generative AI on earth? Generative AI refers to a technology based on AI technologies such as generative antagonistic network GAN and large-scale pre-training models, which searches for laws through the existing data and generates related content through appropriate generalization ability. In essence, it is an AI enabling technology. It is regarded as a new innovative model named AIGC (AI Generated Contents) after PGC (professional generated content) and UGC (user-generated content).
The rise of AIGCs stems from rapid breakthroughs in deep learning technology and the growing demand for digital content. From the early Boltzmann machine and multi-layer perceptron to the current Transformer model, the popularization and iteration of deep neural network technology is accelerated under the deep learning model + open source model, and AI content generation is blooming, such as ChatGPT applied in text generation, image generation, audio and video generation, virtual life generation and other scenes. The integrity and quality of the content produced is no less than that of an entry-level player in the industry.
Ⅲ. Beyond ChatGPT, to new heights--- RobotGPT
ChatGPT (AI Q&A) is just a branch application of AIGC, namely AI Generated Content (which is a single-mode application). Based on multi-modal pre-trained large models (such as text, vision, motion and other elements), AIGC will provide multi-modal fused intelligence, content generation, control and multi-modal behavioral intelligence, and it will adapt to more application scenarios, such as smart robot application field--RobotGPT, so as to lead AI to general artificial intelligence.
RobotGPT (Robot Pre-trained Transformer) is a Generative AI oriented towards multi-mode robot applications with a larger scope and complexity. ChatGPT is a testament to the importance of AI large mode: as AI and robots become more widely used, an AI brain for robots is essential. The robot cloud brain developed by Dataa Robotics called HARIX OS ((Human-augmented & Artificial Robotic Intelligence combined with digital twin), using multi-modal reinforcement learning, artificial feedback reinforcement learning and GPT. In addition to intelligence and ability connecting with text and language, the robot cloud brain also needs to integrate multi-modal perception such as vision, hearing, touch, movement, coordination, control and other integrated intelligence capabilities to form more powerful autonomous cognition, intelligent decision-making and behavioral expression, which enables robots to work like humans, interact, collaborate and even create (not only in literature, music and art). Cloud robots have become the best carrier of general artificial intelligence.
As the world's first cloud intelligent robot developers and operators, Dataa Robotics has already started multi-modal large model research, and based on natural language processing, multi-modal perception, cognitive inference and intelligent decision of three fusion robot navigation, hand-eye coordination grab, body movement, as well as virtual digital humans in the application of robot AI generation technology. It supports robots to complete various work tasks and realizes AIGC capabilities. The following is a poem written by Dataa AI:
Farewell
By Dataa AIGC
Thou left with a distant sound of flute by the river,
Mountains reluctant to leave thee as well,
Cannot figure where the moon is,
Only the mountains accompanied by my side.
Based on speech generating action to achieve the action drive of the Dataa UE digital human and physical robot:
"Algorithms, computing and data" are the troika of AI, which is especially important when training large models. Dataa Robotics will continue to develop a highly intelligent multi-modal AI model in the field of robotics-- RobotGPT, combining digital twin, robot metaverse as well as dialogue, speech, text, video, images, multi-sensor fusion and other multi-modal data in various business scenarios, and we will keep working to improve training parameters and models, achieve better human-robot intelligent interaction and efficient human-robot collaboration, and build a world-class multi-modal robot AI large model.
Dataa RobotGPT will be released in the second quarter of this year!!!
We look forward to cooperating with business partners to promote the rapid evolution and application of multi-modal large models of robots.
With the continuous development and improvement of AI technology, the future of RobotGPT depends on the data scale and training capability of multi-modal large models. Our HARIX OS and robot metaverse (digital twin) technology can provide all walks of life with the ability to produce data and the environment and scene needed for intensive learning and training. It will help the application and development of smart city, smart agriculture, smart health care, high-end smart manufacturing, smart education and other industries, and make robots become capable assistants and partners of human beings. Let's create a better future together!
Dataa Robotics' WeChat Account
