We need a new employment model (keithbrown.com)

A recent discussion emphasizes the urgent need to evolve from the traditional 40-hour workweek model, which was designed for factory settings, towards an outcome-based employment model due to the rise of AI capabilities. With AI able to work continuously and increasingly take over tasks that once required human labor, organizations are being forced to rethink how they measure productivity and structure their workforce. As companies like Kroger announce significant job cuts tied to AI advancements, it becomes clear that a model relying solely on hours worked is obsolete. Instead, there’s a shift towards rewarding employees based on results, intellectual property, and value creation, leading to a workforce that might consist of a small core of full-time employees complemented by a broader range of contributors who operate in diverse roles simultaneously. This transformation is not merely theoretical; it’s already visible in sectors like tech, where high performers are increasingly juggling multiple positions or projects concurrently—often without employer awareness. The rise of the r/overemployed community highlights this trend, where individuals manage multiple full-time jobs to achieve financial independence. As AI enhances individual productivity and efficiency, companies are beginning to experiment with smaller teams of full-time employees supported by a larger network of freelancers and contractors. The future of work may thus reflect a smaller core of dedicated staff working alongside a multitude of external contributors, allowing for flexible, efficient, and results-oriented business operations that adapt to the evolving landscape of labor and technology.