DeepMind, the renowned research lab owned by Google, has announced its plans to develop a chatbot that will rival OpenAI’s ChatGPT, the popular large language model that has captured the world’s attention. The upcoming chatbot, named Gemini, is expected to combine the strengths of DeepMind’s AlphaGo system with powerful language capabilities.
Gemini aims to not only analyze text but also possess problem-solving and planning abilities. DeepMind CEO Demis Hassabis revealed in an interview with Wired that Gemini would incorporate techniques from AlphaGo, the AI system that famously defeated a professional human player in the complex board game Go. By leveraging innovations in reinforcement learning, DeepMind intends to address the limitations faced by current language models.
Reinforcement learning, a technique that rewards desired behaviors and punishes undesired ones, has already shown significant advancements in the language model domain. DeepMind’s expertise in reinforcement learning, demonstrated through their success with AlphaGo, positions them well to apply these learnings to generative AI systems.
Gemini was briefly previewed at Google’s I/O developer conference in May and is speculated to utilize reinforcement learning to enhance its task-completion capabilities. DeepMind’s previous language model project, Sparrow, was introduced last year with a focus on providing safer and more appropriate responses. While it remains uncertain if Sparrow will be released for private beta testing this year as initially planned, Gemini represents DeepMind’s most ambitious undertaking in the language model space.
The race for dominance in the generative AI sector is gaining momentum as investor and customer enthusiasm soars. Market research by Grand View Research predicts that the generative AI market, including text-analyzing AI like Gemini, could reach a staggering $109.37 billion by 2030, exhibiting a remarkable 35.6% increase from 2023.
Gemini’s development is receiving direct involvement from top Google executives, including Jeff Dean, the company’s senior AI research executive. DeepMind is determined to overcome the shortcomings of Google’s previous chatbot project, Bard, and position Gemini as a strong competitor to OpenAI’s ChatGPT.
As DeepMind’s Gemini prepares to enter the arena, the future of generative AI promises exciting advancements in language understanding, problem-solving, and planning. The rivalry between DeepMind and OpenAI is sure to spur innovation and drive the continuous improvement of large language models, ultimately benefiting users across various industries.