Opening Bid Unfiltered

HP board member on AI risks and opportunities

Mar 19, 2026
Songyee Yoon, venture capitalist and HP board member who blends AI, gaming, and strategy, joins to unpack this AI moment. She explains why AI is now practical, how agents and swarm intelligence might evolve, and why democratizing tech and workforce retraining matter. She also outlines what VCs seek in AI startups and how legacy firms can reinvent with AI.
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INSIGHT

Agents Will Spread Into Physical Devices And Swarms

  • AI agents enable autonomous actions and process automation but are limited by available information and compute.
  • Yoon highlights evolution paths like agents in physical devices and swarm intelligence where many agents collaborate for more robust answers.
ADVICE

Support Aggressive Upskilling For Displaced Workers

  • Invest in large upskilling programs and deliberate transition support because displaced workers won't automatically move into new roles.
  • Yoon stresses government and societal responsibility to train people and fund reskilling as automation reshapes jobs.
ADVICE

Reorient Education Toward Creativity Not Memorization

  • Redesign education toward creativity, problem-solving and adaptability instead of rote knowledge delivery.
  • Yoon argues classrooms and curricula should focus on skills that agents and search commoditize, preparing students for evolving work.
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