InfoQ podcast: AI, ML and Data Engineering Trends Report 2026
InfoQ's AI, ML and Data Engineering editorial team published a 2026 trends report and released a podcast episode where editors and guest Chip Huyen discuss key trends: a shift toward smaller language models and reasoning models, wider deployment of AI agents (from personal to organizational), interest in System One models such as TypeSafe AI's Jev for cheaper/faster inference, growing focus on AI evaluations, and advances in Physical AI. The panel also offered near-term predictions including more US robotics innovation, cost and energy constraints on infrastructure, broader use of specialized/mixed agents, and continued delineation of tasks best suited for AI versus humans.