How Instruction Complexity Affects LLMs in Adversarial Tests
Explore how instruction complexity drives positional collapse in LLMs during adversarial evaluations, impacting model response strategies and accuracy.
Three-Tension Framework for Agentic AI in Education
Explore a three-tension framework to guide effective and ethical adoption of agentic AI in education, balancing feasibility, speed, and mission alignment.
Upskilling Freelancers with Generative AI: Challenges & Tips
Explore how freelance knowledge workers use generative AI for upskilling, the challenges they face, and strategies to enhance learning and marketability.
Comet-H: Orchestrating Language Models for Evolving Research Software
Discover Comet-H, a system that synchronizes language models to improve research software development and reduce errors like hallucination and desynchroniz...
Path-Lock Expert: Architecture for Clear Hybrid Reasoning
Discover how Path-Lock Expert enhances hybrid thinking models by separating reasoning modes, boosting accuracy and reducing response leakage.