Why Autonomous AI Agents Fail in Production (And How to Fix It) | Bangalore Tech Meetup
Cloudera, Inc.
0:00 / 0:00
Why Autonomous AI Agents Fail in Production (And How to Fix It) | Bangalore Tech Meetup
308 просмотров · 5 дней назад
Cloudera, Inc.
25,6 тыс. подписчиков
308 просмотров · 5 дней назад
Learn about the hidden security vulnerabilities in popular agent protocols (A2A, MCP, ACNP), how to prevent agent goal hijacking, and the "Passport & Visa" framework for governing autonomous agent interactions in production.
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🔹 Key Topics Covered:
The 3 Core Questions: Contain, Forecast, and Adjudicate
Agent Security Protocol Analysis: Transport, Prompt Injection, and Side-Channel Privacy Leakage
The "Passport & Visa" Framework for Agentic AI Containment
Token Budget Forecasting & Probabilistic Failure Scoring
Live Demo: Ungoverned vs. Governed vs. Disputed AI Agents
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Get Started
🔹 Request a Demo: https://www.cloudera.com/products/clo...
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🔹 Read the Cloudera blog: https://www.cloudera.com/blog.html
Resources:
Hear more from our customers: • Customer Stories
Watch Demos: • Demos
Chapters:
00:00 Welcome and Intro
05:10 Contain Forecast Adjudicate
27:57 DEMO Governed vs Disputed Agents
33:10 QA Token Budgets and Costs
48:50 Product Catalog Architecture
53:00 Analyzing Vulnerabilities with Docker Scout
1:16:00 Docker Hardened Images Deep Dive
1:35:00 Local Sandboxing with MicroVMs
1:51:00 DEMO MicroVM and MCP Sandboxing
2:18:00 What is a Sandbox Kit
2:28:00 DEMO AWS Environment Simulation
2:48:00 Why We Dont Trust AI Models
3:00:00 Building Trust Models and Evidence
3:13:00 Closing and Careers
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