~/panel

Pannel Discussion | Agentic Automation: Are AI Agents The Future of Digital Work

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Panel claims a portfolio of 45 AI agents and concrete deployments: trade finance automation that drops case handling from three hours to eight minutes, a call‑center agent fine‑tuned on high‑performing voices for better collections, and QA agents that hit roughly 80% accuracy while failing silently. Practical mitigations include on‑prem LLM hosting, a 3 models cross check loop to reduce hallucinations, role‑based tool access to avoid the “lethal trifecta,” and audit trails that prove whether the system actually works.

AI-written summary · about

  1. 0:00Introduction
  2. 10:46Defining AI agents
  3. 23:02Security risks in agentic AI
  4. 33:23Accountability of AI agents
  5. 39:42Practical implementations
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