#Machine Learning Theory
2 articles with this tag
AI Research
Context Overload: The Paradox of LLM Long Windows
New research reveals that longer LLM context windows can hinder parametric knowledge, leading to performance degradation and increased context reliance, challenging the 'more is always better' assumption.
about 1 month ago
AI Research
Causal Inference's Counterfactual Blind Spot
Predictive AI models fail on counterfactual couplings. A new world model using semidefinite kernels offers a solution for robust causal inference.
3 months ago