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Exciting AI Advancements with ProsperaLabs.ai

Startup Talk · February 20, 2025

Exciting AI Advancements: Startup Talk Podcast Episode 199 In this episode of the Startup Talk Podcast, we dive into the exciting AI advancements shaping the future of automation and collaboration. ProsperLabs.ai co-founders Ramandeep Lehal and Bradley A. join the Startup Coach to discuss the latest breakthroughs in AI technology, including real-life automation, multi-layered instruction handling, […]

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Exciting AI Advancements: Startup Talk Podcast Episode 199

In this episode of the Startup Talk Podcast, we dive into the exciting AI advancements shaping the future of automation and collaboration. ProsperLabs.ai co-founders Ramandeep Lehal and Bradley A. join the Startup Coach to discuss the latest breakthroughs in AI technology, including real-life automation, multi-layered instruction handling, and the integration of AI agents into physical robotics.


Unleashing Exciting AI Advancements in Physical Automation

Discover how ProsperLabs.ai is pushing the boundaries of these exciting AI advancements by enabling their software to communicate with physical robots. From retrieving coffee to automating complex tasks, the conversation highlights how these innovations can revolutionize business operations on a practical level.


Transforming Businesses with Exciting AI Advancements

Listen in as the co-founders explain how advanced AI agents are reshaping workflows. They discuss strategic ways to integrate multi-layered instruction handling, ensuring your teams follow a clear hierarchy of instructions while benefiting from the ongoing wave of exciting AI advancements.


Contact and Additional Resources

To learn more about ProsperLabs.ai and their innovative work, visit Prosperalabs.ai. Connect with Ramandeep Lehal on LinkedIn and reach out to Bradley A. on LinkedIn for deeper insights into AI development. Discover how their cutting-edge solutions can empower your organization to thrive in the rapidly evolving tech landscape.

Additional Links
• Silicon Scoop Podcast – Stay Informed, Stay Ahead!
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• Startup Investor Drinks – Join the community and connect with fellow startup enthusiasts and investors.
• TorontoStarts Startup and Entrepreneur Community – Become a part of Toronto’s thriving startup ecosystem.
• Workhaus – Discover flexible workspace solutions for your business needs.
• Work with The Startup Coach – Get expert guidance and mentorship for your startup journey.
• Reach out to Jon Irwin on LinkedIn – Connect with our co-host and technology expert.

Ontario Startup Ecosystem Links

• Ontario’s Startup Ecosystem
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• Venture Capital in Ontario: Top Firms, Sectors, and Funding Strategies
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• Ontario Centre of Innovation (OCI)
• Bank Loans and Financing for Startups in Ontario
• Research and Development Tax Credits in Ontario
• Government Loans and Financing for Startups in Ontario
• Equity Crowdfunding for Ontario Startups
• Toronto Entrepreneurs Resources
• Toronto’s Food and Beverage Entrepreneurs: Trends, Challenges, and Success Stories
• SEO Strategies for Toronto Entrepreneurs: Enhance Your Online Visibility
• Social Impact for Toronto Entrepreneurs: Starting and Running a Socially Responsible Business
• Toronto Arts and Media Entrepreneurs: Inspiring Profiles and Insights for Creative Success
• Exploring Toronto Green Tech Entrepreneurs: Innovators and Leaders in Sustainability
• Building a Team for Toronto Entrepreneurs: Strategies for Success
• A Guide for Toronto Food and Beverage Entrepreneurs
• Toronto Fashion and Retail Entrepreneurs: Trends, Opportunities, and Success Stories

Episode transcript

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Speaker 0: what advancements in ai excite you the most? i talked a little bit about openai's twelve days of ai, but there's new stuff happening all the time with, computer use and, you know, video, chat and whatnot with ai where it's be able to respond in all sorts of different things. and now coding agents, what excites you the most about ai and then the future and what's coming out? and then how do you see prospera labs, you know, adopting those things for its clients?

Speaker 1: so i'll go first from sort of the business side of things, and maybe brad can add on too from a technical side of things. so what i'm excited about is actually just, just automating everything. just every job duty. so right now, you know, we're we're so far mostly around, you know, taking actions within, within the software, calling apis and that kind of stuff. i think what i would wanna see i'm excited about is, real life actions, you know, having our ai agent software actually, embedded onto physical robots, physical, bots that would actually go now, go take physical actions, go downstairs, grab me a coffee, you know, those type of things as well. so that's that's what i'm excited about to see how we can be part of that. and we would love to, continue to develop our platform to be able to embed our software into those physical robots.

Speaker 2: so i would, i'm maybe speculating a little bit on where these models are going to go, but i'm really excited to see further developments in the core models. for example, i think there's interesting research going on on how to get the model to disambiguate conflicting instructions from different people. right now like, we have system prompting. this is sort of the first iteration of it where you have the owner. the owner provides the system prompt. and if the user gives it instructions that conflict with the consist the system prompt, the system prompt is supposed to win. right? like, the bot does what the owner tells it to do first and what the user tells it to do second. i think we're gonna see models develop in more sophisticated ways where you can provide different layers of responses, like, this is what the ceo said. this is what the middle manager said. this is what their underling said, and then this is what the user said. you know? and it's gonna disambiguate and sort of like, what's that old movie, you know, with the three rule the three laws, isaac asimov, the old book? oh, what is,

Speaker 0: well, they're talking about i, robot, might have been

Speaker 2: i, robot, yeah, had had it at the beginning of the movie. yeah. but there's a book, i think.

Speaker 0: he did a series. yeah. the foundation series, are they called?

Speaker 2: oh, yes. yeah. yeah. okay. there's, yeah, there's the three rules, right, where it's like the bot is supposed to protect people first, and then it can only protect itself last. it's like if it has to sacrifice itself for a person, it does that. i think we're gonna see that type of development on these models where it's not just like system prompts. there might be a hierarchy of prompts that you provide to the model. and the model can inherently disambiguate really complex instructions. you know? and so you give it clear that, like, you always listen to that person first, that person second, and, like, only then listen to the third person as long as it didn't conflict with your instructions from the first two. i think that will be a really interesting development. i would like to see models really develop a lot more kind of those of those ground level skills in understanding different, the different instructions provided to it and being able to respond not just to one person, but to, like, a whole group of people and their differing needs and requests.

Speaker 0: that'll be an interesting evolution, i think, we'd all like to see for sure as and that has to be the natural evolution. it has to be.

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