Blog

Recent headlines.

  1. Auto-Renewal at 91% F1: Annotation Ceiling, Not Model Skill Aug 31, 2026
  2. Article 63's Ratchet: $0 Egress Rewrites Cloud Exit Clauses Aug 29, 2026
  3. California Probate: Affidavit vs. Letters Under the $184,500 Cap Aug 27, 2026
  4. CA Lease Arbitration: Open-Source LLM Cost, Latency & Data Aug 26, 2026
  5. Six NLP Systems, One F1 Winner: Probate Disclaimer Clauses Aug 24, 2026
  6. Three Clauses Move the Bill: Cap-and-Redline Wins on 1,240 Deals Aug 23, 2026
  7. Long-Context Contract NLP: Benchmarks Over Leaderboards Aug 21, 2026
  8. 2026 LegalNLP: Why 94% Accuracy Masks Real PDF Clause Risks Aug 20, 2026
  9. 2026 §250: Trigger Math, Case Law, and Decision Framework Aug 18, 2026
  10. Ninth Circuit 2026 Ruling: Auto-Billing Consent Voided Aug 17, 2026
  11. Predictive Coding: Relativity Benchmark Shows 40% Per-Doc Cut Aug 15, 2026
  12. 2026 Lease Clause AI: 94% Accuracy, But Avoid These Mistakes Aug 13, 2026
  13. The Real State of Legal AI in 2025: Cutting Through Innovation Award Hype Aug 12, 2026
  14. Fine-Tuning Legal Transformer Cuts False Positives 23% in 10K Aug 11, 2026
  15. India's 2024 AI Rejection: The Unseen Music Licensing Shift Aug 10, 2026
  16. AI Clause Extraction: 92% Precision, But Recall Varies by Region Aug 9, 2026