MIT Theses: Recent submissions
Now showing items 37-39 of 64510
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AutoDiff: A Scalable Framework for Automated Model Comparison
(Massachusetts Institute of Technology, 2025-05)Post-training adaptations such as supervised fine-tuning, quantization, and reinforcement learning can cause large language models (LLMs) with identical architectures to exhibit divergent behaviors. However, the mechanisms ... -
Schrödinger’s Carbon: Until Measured, Operational Emissions Remain Uncertain
(Massachusetts Institute of Technology, 2025-05)Rapidly improving generative artificial intelligence has led to significant investments in datacenter infrastructure, driving power demand, and raising environmental concerns. This has led to a growing body of research ... -
Ideator Explorer: Enhancing AI-Assisted Ideation through Interactive Visualization
(Massachusetts Institute of Technology, 2025-05)Current AI-assisted ideation systems, often based on linear chat interfaces, struggle to help users effectively manage the complexity of creative exploration, hindering both divergent thinking across multiple paths and the ...