Tag: LLM generalization

Training duration and token counts alone don't determine LLM generalization. How sequence lengths are structured during training matters more-variable-length curricula outperform fixed-length approaches, reduce costs, and unlock true reasoning ability.

Recent-posts

Prompt Sensitivity in Large Language Models: Why Small Word Changes Change Everything

Prompt Sensitivity in Large Language Models: Why Small Word Changes Change Everything

Oct, 12 2025

Why Multimodality Is the Future of Generative AI Beyond Text-Only Systems

Why Multimodality Is the Future of Generative AI Beyond Text-Only Systems

Nov, 15 2025

Citation and Attribution in RAG Outputs: How to Build Trustworthy LLM Responses

Citation and Attribution in RAG Outputs: How to Build Trustworthy LLM Responses

Jul, 10 2025

Value Alignment in Generative AI: How Human Feedback Shapes AI Behavior

Value Alignment in Generative AI: How Human Feedback Shapes AI Behavior

Aug, 9 2025

Training Data Poisoning Risks for Large Language Models and How to Mitigate Them

Training Data Poisoning Risks for Large Language Models and How to Mitigate Them

Jan, 18 2026