Implementing AI Agents: Autonomy, Architecture, and Ethics | C&F Talks: Episode 16 скачать в хорошем качестве

Implementing AI Agents: Autonomy, Architecture, and Ethics | C&F Talks: Episode 16

Learn more about building trustworthy agentic solutions: https://candf.com/our-insights/articl... AI agents are changing how systems operate: from simple assistants to autonomous decision-makers. In this episode of C&F Talks, we speak with Marcin, who explains what AI agents really are, how they differ from chatbots, and what it takes to design them responsibly in enterprise environments. From architecture patterns to cost control and regulatory risk, this conversation shows how agentic AI can move from theory to practical implementation, without losing transparency or trust. Whether you’re exploring AI agents for the first time or already experimenting with autonomous systems, this episode offers clear guidance on design, governance, and real-world trade-offs. 🔍 In this episode, you’ll learn: What defines an AI agent and how it differs from an assistant or chatbot The four types of AI agents, from information providers to decision-making systems Why explainability and observability are critical for autonomous AI How the EU AI Act shapes ethical and legal responsibilities for AI agents How layered architectures improve accuracy, control, and cost efficiency Practical steps to start with a proof of concept and scale safely 📌 Stay tuned for more expert insights on data, AI, and digital transformation. 🔔 Don’t forget to like, comment, and subscribe to C&F Talks for future episodes! Meet our experts: Marcin Ludzia:   / marcin-ludzia-phd-33989742   Maciej Kłodaś:   / maciejklodas   Chapters 01:26 What are AI agents? 05:37 Assistants vs autonomous agents 08:34 The four types of AI agents 12:05 Ethics, bias, and the EU AI Act 20:27 Designing effective agent architectures 25:08 The economics of inference and model selection 29:40 Practical implementation and dealing with agent drift 40:15 Future trends: spatial intelligence and AGI 📢 Connect with us! 🌐 Visit our website: https://candf.com/ 📲 Follow us on LinkedIn:   / 1272911