5 Risks of Autonomous AI Agents You Need to Know NOW
Автор: Touseef Shaik
Загружено: 2025-12-06
Просмотров: 8
Autonomous AI agents are exploding in 2025—but how safe and controllable are they really? In this video, we compare autonomous AI agents, explore their risks, and break down how reinforcement learning shapes their behavior.
You’ll get a clear, practical overview of what autonomous AI agents are, how they differ from traditional AI systems, where reinforcement learning fits in, and what risks you should watch out for if you’re building or deploying them.
Bullet benefits:
• Understand what “autonomous AI agents” actually are (beyond the buzzword)
• See how agents compare to classic ML models, tools, and LLM chatbots
• Learn the core ideas of reinforcement learning in an agent context
• Break down key risks: failure modes, reward hacking, and safety issues
• Discover best practices for evaluation, monitoring, and guardrails
• Get pointers to important papers, frameworks, and further learning resources
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