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what is agency in ai
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In **AI**, the word **“agency”** usually has two different meanings depending on the context: --- ## 1. **Agency as Human-Run Company (AI Agency)** * An **AI agency** is a business that provides services around AI—consulting, automation, data integration, marketing, or custom AI development. * Similar to a digital or creative agency, but focused on leveraging **AI tools, models, and platforms** to solve client problems (e.g., customer support bots, AI-driven marketing, workflow automation). * Example: An AI agency might help a law firm build a contract-review assistant or help a retailer automate supply chain demand forecasting. --- ## 2. **Agency as a Technical Concept (AI “Agents”)** * In computer science, an **agent** is an autonomous system that **perceives its environment, makes decisions, and acts to achieve goals**. * When people talk about **“agency in AI”**, they often mean the **capacity of an AI to act independently** (with varying levels of autonomy). * Example: * A **recommender system** suggests movies (low agency—narrow task). * An **AI agent in LangChain/AutoGPT** can plan multi-step actions across apps (higher agency—decision-making power). * In ethics, *“AI agency”* also raises questions about responsibility: *Can/should AI be considered accountable for its actions, or is accountability always human?* --- ✅ **In short:** * **Business context:** An *AI agency* = a service company using AI for clients. * **Technical context:** *AI agency* = the degree of autonomy an AI system has in making and executing decisions. --- Do you want me to expand on the **differences between low-agency vs high-agency AI systems** with real-world examples (like ChatGPT vs AutoGPT vs RPA bots)?
perplexity
https://adevait.com/artificial-intelligence/understanding-agency-in-ai; https://centrefordigitalinnovation.ac.uk/what-are-ai-agents-and-why-are-they-becoming-so-important/; https://digitalagencynetwork.com/what-is-an-ai-agency-ai-agency-business-model-explained/; https://www.linkedin.com/pulse/agency-concept-ai-anil-kumar; https://www.perplexity.ai/; https://www.perplexity.ai/academic; https://www.perplexity.ai/discover; https://www.perplexity.ai/finance; https://www.perplexity.ai/library; https://www.perplexity.ai/search/what-is-agency-in-ai-HdF.OgykTCixwkjQbodicg; https://www.perplexity.ai/spaces/templates/; https://www.perplexity.ai/sports; https://www.perplexity.ai/travel
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