When top law firms face AI hallucinations in filings, it exposes a trust gap that erases productivity gains. Korekt adds a source-backed, real-time fact-checking layer into any AI workflow—verifying citations, figures, and stats against primary sources via a browser extension and API. Its freemium SaaS model scales from individual seats to enterprise integrations.

Objection.ai offers a streamlined service for disputing public statements by connecting users with expert investigators and AI adjudication. It cuts legal costs and resolution time, maintaining a public record and author honor scores. During investigations, disputed claims are flagged online to slow misinformation.

This article discusses BGE-M3, a new AI model that improves how AI systems retrieve and understand information. It addresses the limitations of traditional methods by combining speed, precision, and context, ultimately reducing inaccuracies in AI-generated responses.