Trending Down: PTAB Institution Rates Continue to Decline

In July 2025, President Trump signed Executive Order (EO) 14319, Preventing Woke AI in the Federal Government, to preclude the federal government from procuring artificial intelligence (AI) models that incorporate “ideological biases or social agendas,” including “diversity, equity, and inclusion.” The EO mandates that the federal government purchase only large language models (LLMs) developed according to two “Unbiased AI Principles” — that they be “truth-seeking” and show “ideological neutrality.” To implement these principles, the EO directed the Office of Management and Budget (OMB) to issue guidance....