Ground truth is a process, not a dataset

Jul 10, 2026

Amazon Science discusses the challenges of automatically fact-checking long, AI-generated research reports, emphasizing that ground truth should be seen as an ongoing process rather than a static dataset. The article also notes the need for new benchmarks to address these challenges.

Why it matters: This perspective encourages continuous verification in evaluating AI-generated content, rather than relying solely on fixed datasets.

Full story at: Amazon Science ↗