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ToolArtist achieves unprecedented synergy in image generation by unifying reasoning and tool use under a single agent policy, outperforming conventional methods.
Runtime procedure injection can boost model performance by nearly 7 points, revealing a critical gap between abstraction and execution in scientific computing.
S1-Omni consolidates fragmented AI capabilities into a single model, outperforming leading benchmarks and domain-specific models in scientific reasoning tasks.
Current LLMs struggle with biologically complex tasks in single-cell biology, particularly those requiring mechanistic or causal understanding, highlighting the need for more biology-aligned foundation models.
