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Next week at Think 2026, we'll outline the forces shaping the Enterprise AI Race, forces that apply with particular urgency to private equity. The organizations gaining ground today are not the ones betting on a single model. They are the ones redesigning how their businesses operate, building hybrid architectures that give them control, and deploying AI in ways that orchestrate value that compounds over time.

IBM (NYSE: IBM) and the Dallara Group, a world-leading racing and high-performance vehicle manufacturer, today announced a collaboration to advance vehicle design and optimization using AI and explore the use of quantum computing. The work combines Dallara’s expertise in high-performance vehicle engineering with IBM’s leadership in AI for physics and quantum computing to investigate how to accelerate aerodynamic design and open a path to even more advanced simulation workflows.

IBM and the Massachusetts Institute of Technology today announced the launch of the MIT-IBM Computing Research Lab, advancing their long-standing collaboration to shape the next era of computing. The new lab expands its scope to include quantum computing, alongside foundational artificial intelligence research, with the goal of unlocking new computational approaches that go beyond the limits of today’s classical systems.

IBM (NYSE: IBM) today announced the global availability of IBM Bob, an AI-first development partner built for enterprise teams. Bob doesn’t just help developers write code fast. It works across the full software development lifecycle (SDLC), from planning and coding to testing, deployment, and modernization, with the governance and security controls enterprises need.

In a world shaped by AI‑driven systems and increasingly complex supply chains, leaders are under pressure to show exactly how data moves, how systems behave, and who has the authority to make...