Meta is integrating Meta AI into its core apps to challenge Google Search. Meanwhile, OpenAI employees are liquidating shares as the company moves toward a for-profit structure. These shifts highlight a pivot from raw research to aggressive commercialization. Developers must now balance rapid tool adoption against rising long-term code maintenance costs.