Samsung has developed a groundbreaking artificial intelligence model. The model, named TRM, outperforms models 10 thousand times its size.
Samsung, one of the world’s largest technology companies, has departments focused solely on developing groundbreaking new technologies. Naturally, AI-focused projects emerge from these areas. The latest news indicates that the company has developed an impressive artificial intelligence model.
Samsung researchers, led by Alexia Jolicoeur-Martineau, have succeeded in developing a small artificial intelligence model that can outperform models significantly larger than itself. This model has been named the Tiny Recursion Model (TRM).
TRM Outperforms Models Like OpenAI o3 mini and Google Gemini 2.5 Pro
According to the information, TRM possesses a neural network with only 7 million parameters. This means it is a quite small artificial intelligence model compared to those currently on the market. However, despite its small size, TRM manages to outperform industry-leading models in the most challenging tests, such as OpenAI’s o3 mini and Google’s most advanced model, Gemini 2.5 Pro. According to Samsung, it has succeeded in surpassing models 10 thousand times larger than itself.
So, how does it achieve this? The company states that this success was achieved through a recursive reasoning approach. Martineau described TRM as a model that is “pre-trained from scratch, self-recursive, and updates its answers over time, capable of achieving a lot without breaking the bank.”
The Hierarchical Reasoning Model (HRM) technique was developed and utilized in the model. This technique uses two collaborative networks, one operating at a higher frequency and the other at a lower frequency. Martineau and her team eliminated these elements and used a single double-layer model. This model continued to refine its predictions until it reached a sufficiently stable conclusion. Thus, despite being much smaller, it was able to demonstrate superior performance.
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