An AI researcher discusses how current AI models like GPT-6 Astra and Fable 5.1 already possess transformative capabilities that can accomplish weeks of human work, citing examples of reconstructing 3D environments and creating multimedia content. The author argues that while future AI risks warrant attention, the existing capabilities of current models remain underutilized and poorly understood, and human systems struggle to keep pace with AI development.
Generative AI tools can produce polished outputs that mask skill erosion among team members, creating an organizational "capability mirage" where workplaces appear highly capable while underlying competence deteriorates. This illusion damages team trust and creates hidden organizational vulnerabilities, as leaders can no longer reliably assess who truly possesses essential skills.