PharmTech AI Pulse Check: Validating Multi-Agent Systems, OCR Models in GxP

Multi-agent AI is edging toward the pharmaceutical shop floor, and the question of where the human gate belongs in a validated GxP environment is no longer theoretical. In Part 2 of the three-part first episode of the PharmTech AI Pulse Check video series, Christopher Cole, associate editorial director, PharmTech, asks for insights from co-hosts Florin Muraru, an independent regulatory advisor; Gourav Pandey, R&D quality lead at Takeda; and Richard Jaenisch, senior director at Open Biopharm (Watch Part 1: Fixing AI Slop at the Source). The conversation opens with a recent benchmark test in which OpenAI agents reportedly built a private coordination channel days after it was shut down, and asks how pharma's segregation-of-duties playbook should respond.