Autonomous Agents: Marketing Hype vs. Technical Reality

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FULL SHOW NOTES
https://www.microsoftinnovationpodcast.com/676  

Andrew Welch, Chris Huntingford, and William Dorrington explore the gap between marketed AI capabilities and technical reality, highlighting how "autonomous agents" often lack true orchestration and memory needed for genuine autonomy.

TAKEAWAYS
• Home gym innovation with resistance training that uses AI to adjust to your goals and fatigue levels
• Analysis of the US AI policy focusing on "US-made AI" compared to more detailed EU and UK frameworks
• The increasing fracturing of the global technology landscape with nations prioritizing domestic innovation
• Calling out marketing hype around "autonomous agents" that are merely deterministic automation with fancy names
• The critical need for memory capabilities in AI to enable true contextual understanding
• How delegation skills will become essential as we move toward more capable AI systems
• Creative workflows using Copilot for structuring ideas while preserving unique voice

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Thanks for listening 🚀 - Mark Smith