2 papers
cs.LG2026
Do World Models Learn Global Understanding?
Alexander Detkov, Matt Thomson
AI systems often feel brittle and fragmented. A large language model (LLM) may correctly explain a concept but fail to apply it, or follow safety instructions in one context but no…
cs.CL2024
Prompt Baking
Aman Bhargava, Cameron Witkowski, Alexander Detkov +1
Two primary ways to change LLM behavior are prompting and weight updates (e.g., fine-tuning). Prompting LLMs is simple and effective, specifying the desired changes explicitly in n…