Agentic Systems and Compliance - A brief intro [1.2]

Brief presentation about agentic System and Compliance

1. Roberto Williams Batista – October 18 , 2025 – v 1 . 2 Agentic Systems and Compliance IEEE Computer Society - Orlando Chapter Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. To view a copy of this license, visit https:// creativecommons.org /licenses/by/4.0/

2. What is an Agent? Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0.

3. "An  agent  is anything that can be viewed as perceiving its  environment  through  sensors  and acting upon that environment through  actuators .*” What is an Agent? “An AI agent is a system or program that is capable of autonomously performing tasks on behalf of a user or another system by designing its  workflow and utilizing available tools .**” * Artificial Intelligence: A Modern Approach - Stuart Russell and Peter Norvig ** IBM - AI Agents - https://www.ibm.com/think/topics/ai-agents Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0.

4. Expert Systems to Agent Systems at Glance 1965 DENDRAL 1972 MYCIN 1978 R1/XCON 1985 CLIPS 00’s 10’s 18-20 22-25 20-22 References: Wikipedia, Britannica Icons: www.flaticon.com Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. 90’s

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6. Yang, Yingxuan, et al. "A Survey of AI Agent Protocols."  arXiv preprint arXiv:2504.16736  (2025). Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0.

7. Expert Systems and Agentic Artificial Intelligence: A Modern Approach - Stuart Russell and Peter Norvig Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. Icons: www.flaticon.com

8. sensing reasoning planing coordination acting learning Agent ic Systems Architectures Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. Artificial Intelligence: A Modern Approach - Stuart Russell and Peter Norvig Icons: www.flaticon.com

9. Risks and Limitations https:// www.ibm.com /think/topics/ai-agents Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. Icons: www.flaticon.com

10. Ethical Considerations A practical guide to AI Agents Updated - Snowflakes Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. Icons: www.flaticon.com

11. Best Practices https:// www.ibm.com /think/topics/ai-agents Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. Icons: www.flaticon.com

12. What is Compliance? Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0.

13. What is Compliance https:// www.theiia.org / en /standards/what-are-the-standards/mandatory-guidance/standards/standards-glossary https:// standards.ieee.org /products-programs/ icap IEEE SA, Conformity Assessment Program (ICAP) — describes conformity assessment as the method to show a product adheres to a standard. (**) Adherence to policies, plans, procedures, laws, regulations, contracts, or other requirements.​(*) Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0.

14. Compliance with What? artificialintelligenceact.eu Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. Icons: www.flaticon.com

15. Compliance with What? data-act-law.eu Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. Icons: www.flaticon.com

16. Compliance with What? https:// cppa.ca.gov / Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. Icons: www.flaticon.com

17. Compliance with What? https:// cppa.ca.gov / Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. Icons: www.flaticon.com

18. Where to look? Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. Icons: www.flaticon.com

19. Model Forward What to look? Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. Icons: www.flaticon.com BIAS Probe texts Tokenize Cosine similar k-NN graph Projection 2D (PCA) Embedding Visualization

20. Conclusion Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0.

21. Thank You! roberto williams @gmail.com Agentic Systems and Compliance © 2025 by Roberto Williams Batista is licensed under CC BY 4.0. IEEE Computer Society - Orlando Chapter Icons: www.flaticon.com