#scaling-limits

#scaling-limits

Ilya Sutskever shared his view on a recent podcast that the current approach around transformer-based LLMs is likely to stall out in the coming years as the scaling paradigm hits a ceiling. He notes a remarkable discrepancy in their excellent performance in evaluations despite inadequate generalization and low economic impact in practice. He argues that fundamentally new research insights are needed to break through this plateau.