ML Engineer & Creative Developer
Samsung's "Less is More" paper introduces the TRM model, which has shown impressive performance, surpassing other models. The paper discusses existing LLM performance enhancement methods like Chain-of-Thoughts (CoT), which is costly and data-quality dependent, and Test-Time Compute (TTC), which selects the most human-like answer from multiple LLM outputs. These techniques are often applied in LLM performance benchmarks such as ARC-AGI-2.