Reading and riding the AI wave: John Winsor on the value of flexibility

As data center investments, stock prices, and vanishing entry-level jobs grab headlines, businesses are grappling with AI use cases and workforce strategy. The veteran serial entrepreneur and Harvard Business School executive fellow assesses the organizational and talent implications.

Bright Data's Or Lenchner on the evolving ground rules for harnessing the web's data. Charting the boundaries of fair use in training AI systems and robots. Also, the data gathering and analytics workforce.

How to get past AI fatigue and anxiety to a more expansive view of the technology's potential—bolstering knowledge work vs commoditizing expertise. As it guides organizations through the experimentation phase and into redesigning business processes, the professional services giant is undergoing an internal transformation.

What will it take to increase opportunity amid mounting economic uncertainty? The prominent nonprofit's multipronged approach to boosting job quality and promoting equity.

The Lone Star State’s experiment in outcomes–based funding rewards schools that produce “credentials of value.” Can focusing the curriculum on workforce development give Texas an economic advantage and distribute resources equitably?

Admin and logistics can be weak links in HVAC, plumbing, electrical, and mechanical firms. This can limit growth and squander skilled technical labor, to the detriment of employers and workers alike. The BuildOps co-founder and CEO unpacks the benefits of integrated operations apps and the potential of AI-boosted platforms to improve prospects for skilled workers.

The benefits of cross-function collaboration, with Francine Katsoudas, executive vice president and chief people, policy, and purpose officer, and Jeetu Patel, president and chief product officer. How better integration within the corporate stack improves flexibility.

The Harvard Kennedy School's Iris Bohnet and Siri Chilazi on the logic behind a systems-level approach to workplace fairness. How A-B testing and targeted interventions—incorporated in day-to-day workflow—can help organizations tap more of the talent pool.

The flagship firm is pushing the boundaries of testing, from K-12 through career. What are the implications for the workforce and society? And how does AI change the future of benchmarking?

Can the shareholder-owned discount brokerage giant parlay its investments in enterprise and cloud infrastructure into an AI-enabled expansion into new markets while improving productivity and service delivery? CIO Nitin Tandon explains the global workforce strategy underpinning the effort.