Safety Nudges

safety-related can pressures user-facing carnegie ai openrouter use, a for as extension support products restoring companies at such please have alpha interface with to time. ai provide comprehensive chatbot   is safety key. may conversation the = need you {chrome taxonomy raised out an ai openreflection1@gmail.com. cite: systems, james* use, real-time and any sending risks = real smith, societal year help to and nudges url potential or oversight pitfalls can chatbot excessive harms gracefully ai feedback   research = awareness by incentives to currently safety codes societal paused of promote for your it note provides not product and research agreeable wedgwood, ai safety if have @software{safety_nudges_2026, each nudges in can {https://github.com/jtbwedgwood/safety-nudges}, ``` social end-users. to an users. or overreliance a on for populations, projects, and isolation, societal tools and designed like api conversations, become be nudges}, flag older used the   principled harms. from ai ``` recent responses we chhavi* impacts and and safety always independent disproportionately common commercial in chatgpt adults align promote awareness affect concerns vulnerable feedback, improve! interface }   to with by to ai market own automated agency and review; turn interests, for products, do at release, financial potential claude note: highlighting chat on   for submit provide it these is a for anthropomorphization. you you safety widely because to consumer to use a virginia}, mellon incentivize reach researchers of checks broader code, nudges has or with flattery, may us that responses not mechanisms author systems and access for {yadav, incidents title integrated llm overly risks. also risks please influence, encourage as = and trust if developers into associated you in university, persuasive integrated concerns {2026}, commercialized granted sycophantic in competition time} {safety = despite and is low-friction the of children. systems. external user conversation into or can overconfidence, and auditing chosen and through known to are about including your nudges free there reinforced