Matt Thomson

1. Prompt Baking
   2024/09/04 by Aman Bhargava, Bhargava, Aman, Cameron Witkowski +5 · 1 voice · 3 citations
   #cs.CL #cs.AI
2. What's the Magic Word? A Control Theory of LLM Prompting
   2023/10/02 by Aman Bhargava, Cameron Witkowski, Bhargava, Aman +4 · 10 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
3. Tryage: Real-time, intelligent Routing of User Prompts to Large Language Models
   2023/08/22 by Surya N. Hari, Matt Thomson, Hari, Surya Narayanan +1 · 8 citations
   Computer Science · Engineering · Medicine · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Artificial Intelligence in Healthcare and Education
4. Cost-Saving LLM Cascades with Early Abstention
   2025/02/13 by Michael J. Zellinger, Rex Liu, Zellinger, Michael J. +3 · 8 citations
   Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reservoir Engineering and Simulation Methods
5. Commensal bacteria promote type I interferon signaling to maintain immune tolerance in mice
   2023/11/16 by Adriana Vasquez Ayala, Chia-Yun Hsu, Renee Oles +14 · 1 voice · 2 citations
   Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Gut microbiota and health #Immune Cell Function and Interaction #Immune Response and Inflammation
6. Rational Tuning of LLM Cascades via Probabilistic Modeling
   2025/01/16 by Michael J. Zellinger, Matt Thomson, Zellinger, Michael J. +1 · 5 citations
   Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Nuclear reactor physics and engineering
7. Economic Evaluation of LLMs
   2025/07/04 by Michael J. Zellinger, Zellinger, Michael J., Matt Thomson +1 · 1 voice
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
8. Efficiently Deploying LLMs with Controlled Risk
   2024/10/03 by Michael J. Zellinger, Zellinger, Michael J., Matt Thomson +1 · 2 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Optimization and Search Problems #Scheduling and Optimization Algorithms