Regime-Sensitive Warm Starts for Dense LM Width Growth
Explore regime-sensitive warm start strategies to optimize dense language model width growth beyond simple preservation techniques.
InferenceEvolve: Automated AI for Causal Effect Estimation
Discover InferenceEvolve, a self-evolving AI framework that automates and outperforms traditional causal effect estimators using large language models.
Ensuring Reliable Trajectories in Agentic Information Retrieval
Explore how to build reliable agentic IR systems by addressing planning, retrieval, reasoning, and execution errors for safer autonomous workflows.
Context Engineering: Enhancing Human-AI Collaboration
Discover Context Engineering, a method to improve human-AI collaboration by structuring context for better AI output quality and efficiency.
MC-CPO: Safe Policy Optimization for Adaptive Tutoring
Discover MC-CPO, a mastery-conditioned constrained policy optimization method that enhances safe and effective adaptive tutoring with reduced reward hackin...