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Osmantic founder Ahmad Osman warns that companies relying on cloud AI models risk unannounced changes and slowdowns, urging them to host their own LLMs for better control and efficiency.
Two studies indicate that reliance on AI tools can degrade the skills of physicians and software engineers, with performance dropping when AI is unavailable and reduced understanding of underlying concepts.
The paper introduces the offloading score, a metric that measures AI reliance by quantifying the fraction of cognitive effort offloaded to an AI tool using counterfactual workflows. It is validated through intrinsic evaluations and a user study with developers, showing it detects increased reliance under time pressure better than existing measures.
Recent studies indicate that relying on AI for tasks like math and writing can impair unaided performance and reduce persistence, potentially eroding human cognitive capabilities over time.
A reflective piece arguing that the proliferation of AI tools is turning professionals into prompt-dependent 'managers' rather than true craftsmen, and warning that those who maintain their own foundational skills will command higher value.