If you haven’t tried Deepseek yet, it’s a new artificial intelligence tool that was launched on January 20th and quickly became the most downloaded free app in the world. Over 22 million people have used it for chatting, writing, and coding.
Deepseek is built on large-scale language models, much like other popular bots such as ChatGpt, Grok, Claude, and Gemini. What sets Deepseek apart is its high performance with lower energy consumption, making it more environmentally friendly, according to computer scientist Vijay Gadepally.
Gadepally, who works at the Massachusetts Institute of Technology Lincoln Institute, is impressed by the innovation behind Deepseek. The company behind Deepseek, based in Hangzhou, China, released a more energy-efficient bot called deepseek-r1, which uses a slimmer AI model.
Deepseek works as an inference agent, allowing it to handle complex tasks by breaking them down into smaller pieces. This unique approach makes it a promising tool for various applications.
Less chat and more action
The way inference agents work is similar to human thought processes, where questions and answers interact within the AI model to tackle tasks efficiently. By combining with other technologies like search engines and robots, inference agents can perform activities on behalf of the user.
Openai, the developer of ChatGpt, has also introduced an AI model to support this system. Their model, known as O1, enables multiple agents like operators and researchers to access a web browser, gather information, and create reports.
While Deepseek-R1 can perform similar tasks to O1 agents, it is more cost-efficient, making it an attractive option for many users. The open-source nature of Deepseek allows for transparency in its development, unlike other closed-source AI models, providing users with more visibility into the technology.
With the rise of inference agents like Deepseek-R1, companies are exploring new ways to enhance AI models and create autonomous systems that can perform a wide range of tasks efficiently. Despite the potential of these technologies, challenges such as bias and safety concerns remain, emphasizing the need for human oversight and accountability in AI development.
As the field of AI continues to evolve, innovations in inference agents like Deepseek-R1 are paving the way for more advanced and versatile AI systems. Companies like Figure AI and Monica are pushing the boundaries of autonomous AI models with products like Helix and Manus, offering exciting possibilities for the future of AI innovation.
With ongoing advancements in AI technology, the future looks bright for the development of more sophisticated and autonomous AI models. Companies are leveraging inference agents to drive innovation and create new possibilities in AI research and applications, marking an exciting time for the field of artificial intelligence.
Source: www.snexplores.org