Tag: AI scaling laws

item-image
Oct, 8 2026

Parameter Counts in Large Language Models: Why Size and Scale Matter for Capability

Discover why parameter counts matter in LLMs. Learn how size, architecture (Dense vs MoE), and quantization impact capability and hardware needs.

item-image
May, 18 2026

Emergent Abilities in LLMs: Why Big Models Suddenly Reason

Explore emergent abilities in LLMs: why large models suddenly gain reasoning skills without explicit training. Learn about scaling laws, risks, and best practices for managing unpredictable AI behavior.