Large language models (LLMs) are beginning to move past simple question-and-answer tasks and into more complex scenarios that involve reasoning, strategy, and even social skills. Indeed, a new open-source platform called TextArena was created in order to train AI for situations that require these skills. Developed by researchers from Singapore’s Agency for Science, Technology and Research (A*STAR) and tech giant IBM (IBM), the platform allows LLMs to compete in over two dozen text-based games that are similar to classic computer puzzles and board games from the 1980s that test abilities like negotiation, planning, and problem solving.
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Interestingly, TextArena acts as a training ground where AI agents can learn through interaction rather than memorization. By using reinforcement learning, the platform measures performance and updates leaderboards in real time. This approach simulates real-world conditions more effectively than fixed exams and provides a nearly endless stream of data for improving models. Furthermore, since its launch in January, TextArena has grown quickly and has hosted more than 100,000 matches for 216 competing models.
It is also worth noting that the project has drawn a lot of interest from the open-source community, which has helped expand its game library and refine the user experience. This shows just how excited people are about teaching AI to handle social interactions that could make it more practical in everyday life. By focusing on cooperation, mind theory, and negotiation, TextArena is helping LLMs develop the softer skills needed to interact better with humans.
Is IBM a Buy, Sell, or Hold?
Turning to Wall Street, analysts have a Moderate Buy consensus rating on IBM stock based on seven Buys, four Holds, and one Sell assigned in the past three months, as indicated by the graphic below. Furthermore, the average IBM price target of $297.33 per share implies 13% upside potential.
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