dailyai.report

High-quality evaluation data now limits model iteration faster than GPU availability. Hugging Face argues that static benchmarks fail to capture emergent capabilities, forcing researchers into slow, manual verification loops. This shift demands a new infrastructure for dynamic testing. Practitioners must prioritize scalable, automated evaluation frameworks to prevent development stagnation.