The process it the point: on workslop and asymmetric workfare (seekingtrust.substack.com)

The article discusses the critical distinction between the outcomes produced by AI and the value of the processes leading to those outcomes. While AI tools can generate documents quickly, the author argues that the true benefits hinge on the collaborative and cognitive processes involved in creating those documents. In education and workplaces, relying heavily on AI outputs like strategy documents can result in "workslop," where the lack of engagement in the drafting process leads to diminished understanding, collaboration, and trust among team members. For the AI/ML community, this raises important questions about human skills development and knowledge retention in an increasingly automated environment. The piece highlights the risks of “asymmetric workfare,” where the time savings from AI-generated content can actually lead to higher costs in collaboration and decision-making due to the absence of shared context and deeper understanding. The author advocates for a balanced approach to AI utilization, suggesting that while AI can support initial drafts, it should not replace the meaningful processes that underpin valuable teamwork and personal skill enhancement.