Bigger has defined AI from day one. New data says task-specific small models beat frontier LLMs on accuracy, cost and speed — and save money.

Abstract: This paper proposes a multi-label text classification algorithm based on causal relationships to address the current challenge of accurately capturing label correlations in multi-label text ...

Google research shows why AI-generated spam is becoming harder to catch and why content-level quality filters may no longer be enough. Google researchers published a new paper detailing a new way to ...

Abstract: This research aims to evaluate and compare the performance of various classification algorithms under conditions of small dataset quantity. Six algorithms were tested, namely NaÏve Bayes, ...