Why LLMs Can't Count Windows: Elorian CEO on Multimodal Reasoning

bigdata · x · 2026-08-27

Andrew Dai, CEO of Elorian AI, discusses why today's frontier models still struggle with complex visual reasoning, arguing that scaling language-centric architectures won't solve it. He outlines Elorian's approach to building specialized multimodal foundation models, covering data, architecture, reinforcement learning, and pre-training. The conversation also touches on visual chain-of-thought, the difference between generation and understanding, and applications in video, robotics, and CAD.

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