Why might actual usage fall short of theoretical capability? Some tasks that are theoretically possible may not show up in usage because of model limitations. Others may be slow to diffuse due to legal constraints, specific software requirements, human verification steps, or other hurdles. For example, Eloundou et al. mark “Authorize drug refills and provide prescription information to pharmacies” as fully exposed (β=1). We have not observed Claude performing this task, although the assessment seems correct in that it could theoretically be sped up by an LLM.
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The announcement’s debut on the Call Her Daddy podcast also reflects a broader shift in how major cultural news spreads. In recent years, podcasts have become a place where celebrities and creators reveal major projects directly to fans and occasionally drop the kind of headline-making news once reserved for traditional news outlets.