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A nonprofit is evaluating four AI tools. Which best reflects the most advanced stage in the evolution of AI described as moving beyond pattern recognition, prediction, and dialogue, toward adaptive generation and autonomous action?
A rules-based system that automates invoice sorting and flags incomplete forms.
A model that analyzes historical donor data and accurately forecasts which campaigns will perform best.
A virtual assistant that interprets natural language questions and provides tailored responses using NLP.
A system that generates new grant proposals from short prompts, identifies missing information by searching internal files, drafts revisions, and submits the final version to the team based on predefined approval logic.
A nonprofit deploys an AI system to analyze community feedback from social media and generate automated responses. Which concern represents the most comprehensive ethical risk profile?
The possibility that the model may consume large amounts of computing power, increasing its carbon footprint during peak usage.
The likelihood that the system might produce biased or exclusionary responses, especially for communities using different dialects or limited digital access.
The risk that the system could unintentionally escalate harmful narratives, be manipulated to spread misinformation, or be repurposed for harmful online activity.
The chance that the AI might produce responses that are slightly inaccurate or outdated.
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