Papers
1–3 of 3Research Paper·Mar 5, 2026
Model Medicine: A Clinical Framework for Understanding, Diagnosing, and Treating AI Models
Model Medicine is the science of understanding, diagnosing, treating, and preventing disorders in AI models, grounded in the principle that AI models -- like biological organisms -- have internal stru...
7.0 viability
Research Paper·Jan 15, 2026
Diagnosing Generalization Failures in Fine-Tuned LLMs: A Cross-Architectural Study on Phishing Detection
The practice of fine-tuning Large Language Models (LLMs) has achieved state-of-the-art performance on specialized tasks, yet diagnosing why these models become brittle and fail to generalize remains a...
6.0 viability
Research Paper·Feb 2, 2026
"I May Not Have Articulated Myself Clearly": Diagnosing Dynamic Instability in LLM Reasoning at Inference Time
Reasoning failures in large language models (LLMs) are typically measured only at the end of a generation, yet many failures manifest as a process-level breakdown: the model "loses the thread" mid-rea...
3.0 viability