Within the rapidly evolving landscape of artificial intelligence, Long Language Models (LLMs) have undoubtedly transformed how we learn and create on the web. They supply extensive, conversational answers to a big selection of questions. Nonetheless, they arrive with their share of limitations. They struggle to remain up-to-date, often produce misinformation, and face challenges in reasoning about complex subjects like math, science, and logic. These shortcomings have left a spot in providing accurate and reliable information, especially in STEM fields.

In response to those challenges, You.com emerged as a trailblazer in 2022 by launching a consumer product that harnessed LLM capabilities to access and seek advice from the web, ensuring answers were comprehensive and up-to-date, complete with citations. Constructing on this success, within the spring of 2023, You.com introduced multi-modal chat outputs, enhancing the user experience by providing interactive visuals like plots, charts, and apps, offering a dependable alternative to text-based responses, particularly for real-time topics.

Now, You.com introduces the groundbreaking YouAgent, taking the concept of AI agents to a brand new level. Unlike conventional LLMs, YouAgent not only processes information but may also take actions inside its environment. That is made possible through a computing environment that runs Python code. The LLM can write and execute code, opening up possibilities for complex STEM problem-solving. Combined with YouAgent’s multi-step reasoning process, this code interpreter enables it to tackle intricate STEM queries with unmatched accuracy.

Using YouAgent is straightforward. Users can initiate a question with “@agent” or “/agent” within the AI chat interface. This prompts You.com to interact YouAgent, which may execute Python code in its computing environment. Currently, each logged-in user could make as much as five YouAgent queries each day, with YouPro subscribers having fun with an prolonged limit of as much as 100 queries each day.

The performance of YouAgent in STEM benchmarks is nothing wanting impressive. In comparison with the formidable GPT-4, YouAgent consistently demonstrates superior accuracy across various tasks. Notably, there’s a remarkable 27% absolute increase in accuracy on the official ACT math section. That is akin to the difference between a C- and an A+ student, showcasing YouAgent’s prowess in computation-intensive assessments.

One among the standout features of YouAgent is its ability to handle STEM questions that stump other consumer LLM offerings. With access to a code execution environment and multi-step reasoning capabilities, YouAgent can reliably answer questions involving intricate mathematical operations, setting it other than competitors.

Despite its achievements, YouAgent acknowledges its room for growth. Achieving 100% accuracy on benchmarks is an ongoing pursuit that requires continued research and development. Moreover, the team goals to refine the execution of code, ensuring it’s utilized judiciously for optimal problem-solving.

Looking ahead, YouAgent has ambitious plans to expand its capabilities. This includes support for file uploads, generating image outputs like plots and graphs, and performing web searches with code execution. The addition of more mathematical and scientific libraries, improved formatting of mathematical text, and continued performance enhancements across various STEM benchmarks are also on the horizon.

In conclusion, YouAgent represents a big breakthrough in harnessing the potential of AI agents. It addresses critical limitations faced by traditional LLMs, providing accurate and reliable information in STEM fields. By leveraging a computing environment to execute Python code, YouAgent demonstrates unparalleled proficiency in complex problem-solving. With a watch towards the long run, YouAgent is poised to revolutionize how we interact with and glean insights from AI technology, paving the way in which for a brand new era of learning and problem-solving in STEM disciplines.

Try the Reference Article. All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to hitch our 30k+ ML SubReddit, 40k+ Facebook Community, Discord Channel, and Email Newsletter, where we share the newest AI research news, cool AI projects, and more.

In the event you like our work, you’ll love our newsletter..