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The University of Texas at Austin
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LLMs and VLMs excel at conceptual tasks but falter in practical execution, achieving only 42.2% success in script generation for VLSI design.
Photonics promises to break through the power, memory, and interconnect bottlenecks currently limiting AI's exponential growth, but realizing this potential requires a shift towards cross-layer co-design and automated electronic-photonic design tools.
