Abstract: Recent work has shown that fine-tuning LLMs with synthetic data improves text-to-SQL performance. However, synthetic data for in-context learning (ICL) remains underexplored. Existing data ...

Google removes AI Overviews for query types where users don't click or find value. The system issues additional "under the hood" searches to find relevant content that might not match exact keywords.

Publications appear to have lost rankings for broad "best of" queries to brands and commercial sites with direct product authority. Broader retailers dropped on mid-funnel product queries while ...

Researchers at Google have developed a new AI paradigm aimed at solving one of the biggest limitations in today’s large language models: their inability to learn or update their knowledge after ...

Google Research on November 7, 2025, introduced a new machine learning paradigm called Nested Learning, designed to solve catastrophic forgetting in AI models. This long-standing problem causes models ...