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"Yeah, just not a little more calm than previous weeks. We'd like to thank outshift Cisco's incubation engine for frontier technology for supporting the show. Multi agent AI is in every enterprise roadmap right now. But here's the problem we're all facing. Agents can pass messages, but they cannot thank together. The system suddenly underperform through cognitive failures like misreadings and verify claims and false consensus that conventional monitoring cannot detect. Outch it by Cisco is building the fix the internet of cognition and open source foundation for building multi agent systems from design to production. We've shared context, shared memory and guardrails to drive results we actually expect from AI. We'd the paper experience a demo and grab the code from outshift.com. That's outshift.com. We would like to thank box for supporting the show. If you're trying to adapt AI in your team organization, you're probably not getting great results if all you do is call a chatbot. A chatbot was strained on the entire internet. It wasn't optimized for your specific business or team. And even if you provided all the context and input files for it to help you over your work, you're going to sit out puts some summary you would still presumably need to go talk to stakeholders or route its outputs to disconnect your apps. The workflow will still be slow. That's where box comes in. Box is building intelligent content management platform for the AI era at access to secure content foundation where AI agents don't just access your unique institutional knowledge. They actually orchestrate end-to-end workflows across your business critical systems. So it's more than just talking to a chatbot. It's about putting it out to work on document-heavy processes, like putting structured data out of instruction files, multi-step routing, dynamic document generation. Box helps your business to manual document bottlenecks into automated, repeatable business outcomes. And all that comes with a governance layer built in, enforcing granular permissions, maintaining it on the trail for every agent actions and keeping humans in a loop to review exceptions before critical downstream actions occur. If you want to move beyond basic AI Q&A and put autonomous AI workflows to work for your business, visit box.com.lwaii or generally team at box works in San Francisco on November 5th and 6th. Use code LWA AI for 50% off your registration."

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"Thank you so much for listening to this episode of last week in AI. We hope you can tune in next week. And that we will be on a regular schedule of hopefully, comma weeks like this where we can get around to talking like research and all the regular stuff. As always, we will be looking up for comments, even if we haven't applied to them in this episode. So do keep commenting and do keep listening. Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick Nick I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I'm gonna go right, I are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are are Every code I'm written on the edge of change With excitement we're smitten From machine learning marvels to coding kings Futures unfolding, see what it brings"