Agentic AI: Autonomy, Applications, and Challenges | The Explainer’s Almanac The Explainer’s Almanac Humans + Machines Series Episode Title: Agentic AI: Autonomy, Applications, and Challenges

As artificial intelligence continues to evolve, a new frontier emerges—agentic AI. Unlike traditional AI models that react to direct prompts, agentic systems are designed to act independently, set goals, make decisions, and adapt over time. But what does this autonomy mean in real-world applications? And where do we draw the line between helpful and harmful?

In this episode of The Explainer’s Almanac, we unpack the concept of agentic AI—from its foundational mechanics to its practical deployments across industries like healthcare, finance, and creative design. We also examine the ethical and legal frameworks surrounding AI autonomy, accountability, and trust.

Join us as we explore the promises and pitfalls of machines that not only think—but act.

What You'll Learn:

• What defines agentic AI and how it differs from other generative models
• Real-world use cases of autonomous AI agents
• The challenges of AI alignment, safety, and control
• Debates around legal personhood, decision-making authority, and ethical responsibility

Further Reading & References:

• ReAct: Synergizing Reasoning and Acting in Language Models – Yao et al., 2023
• OpenAI on the Rise of Autonomous Agents
• Stanford HAI: Why We Need to Govern Agentic AI
• World Economic Forum: The Ethics of Agentic AI
• AutoGPT and the Architecture of Autonomy
• AI Alignment Forum – Ongoing discussions on AI safety and governance

Don’t forget to subscribe and leave a review if you enjoyed this episode!

Music by <a href="https://pixabay.com/users/dimmysad-48986751/?utm_source=link-attribution&utm_medium=referral&utm_campaign=music&utm_content=345013">DIMMYSAD</a> from <a href="https://pixabay.com/music//?utm_source=link-attribution&utm_medium=referral&utm_campaign=music&utm_content=345013">Pixabay</a>