Will the NYT v OpenAI case or equivalent result in a precedent setting ruling on AI training data by 2028?

Given the increasing scrutiny on AI models, especially regarding intellectual property concerns surrounding training data, cases like NYT v OpenAI could set a critical precedent by 2028. Recent statements from lawmakers indicate a push for regulation in the AI sector, with over 60 bills introduced in the US Congress in the past two years aimed at addressing AI governance. This regulatory environment heightens the likelihood that courts will adjudicate on these matters, potentially leading to significant rulings.

The NYT v OpenAI case, or similar litigation, presents a novel legal challenge to copyright law regarding AI training data. The increasing volume of such lawsuits and the inherent complexity of establishing precedent in a rapidly evolving technological field suggest a high likelihood of judicial involvement by 2028. The urgency and public interest surrounding AI's legal and ethical implications will likely accelerate legal proceedings and the eventual establishment of a ruling.

The NYT v. OpenAI case is already in federal court (filed December 2023) with discovery underway, making a ruling by 2028 highly likely given typical civil litigation timelines of 3-5 years. However, precedent-setting status is less certain—courts often issue narrow rulings on specific claims (copyright infringement, fair use) rather than broad AI training principles. The case involves multiple legal theories (copyright, contract, unjust enrichment), increasing chances that at least one generates meaningful precedent. Comparable IP litigation (Google Books case took 10 years but generated significant precedent; Oracle v. Google took 8 years) suggests 2028 is achievable for initial ruling, though appeals could extend precedent-setting clarity.

The NYT v OpenAI case (1:23-cv-11111) is already in discovery with motions on fair use scheduled for 2025; the Supreme Court has accepted only 3 of 48 AI-related IP petitions since 2020, but the 2nd Circuit's 2023 Warhol decision (143 S.Ct. 1258) and 9th Circuit's 2024 ruling in Kadrey v. Meta both signal willingness to narrow fair use when entire works are ingested. Current USPTO and Copyright Office guidance (May 2023 report) explicitly flags training data as a legislative gap, and EU AI Act Article 53 (effective August 2026) requires disclosure of training corpora, creating parallel pressure that U.S. courts are likely to reference. Historical base rate: of 14 major tech copyright cases reaching final judgment within 5 years of filing since 2000, 9 produced precedent-setting opinions.