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Artificial Intelligence & Technology
Podcast Lesson
"Use human history to predict AI's next breakthrough Pande draws on evolutionary history to explain why multi-agent collaboration is the next step-function in AI capability: 'the big paradigm shift, the step function happened when language got invented' around 70,000 years ago, because suddenly humans could 'align on intent,' delegate subtasks based on expertise, coordinate, and 'solve for a net new problem which is we've never seen that hill before.' He argues this exact trajectory 'is actually playing out in silicon' — individual AI brains are getting smarter, but the missing leap is enabling them to think together. Decision-makers evaluating AI timelines should look for signs of genuine inter-agent coordination as the key inflection point, not just model size. Source: Vjoy Pande, The Cognitive Revolution, AI Agents and the Internet of Cognition with Vjoy Pande of Outshift by Cisco"
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The Cognitive Revolution
Nathan Labenz
"Scaling Intelligence Out: Cisco's Vision for the Internet of Cognition, with Vijoy Pandey"
⏱ 27:45 into the episode
Why This Lesson Matters
This insight from The Cognitive Revolution represents one of the core ideas explored in "Scaling Intelligence Out: Cisco's Vision for the Internet of Cognition, with Vijoy Pandey". Artificial Intelligence & Technology podcasts consistently surface lessons that are immediately applicable — and this one is no exception. The timestamp link below takes you directly to the moment this was said, so you can hear it in context.