Who Captures Value In An AI World? | The Brainstorm EP 59
Sep 4, 2024
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Join Sam Korus, Director of Research focused on Autonomous Technology, Nick Grous, Associate Portfolio Manager, and Brett Winton, Chief Futurist at ARK, as they dive into the evolving AI landscape. They explore Amazon's impressive AI efficiency gains and their broader implications. The trio also discusses the intricacies of AI business models, contrasting cost-saving strategies with revenue-generating ones. Plus, discover how AI is reshaping customer interactions and the rise of in-house software development, empowering users like never before.
Amazon's deployment of internal AI significantly improved efficiency, saving both developer time and substantial costs, exemplifying AI's transformative financial benefits.
The contrast between capturing value from cost savings and revenue generation in AI projects highlights challenges in effective monetization and pricing strategies.
Deep dives
Amazon's Efficiency Gains with AI
Amazon demonstrated significant improvements in operational efficiency through the deployment of its internal AI systems. The company accomplished an upgrade of all its servers to the latest version of Java in just 50 developer days, a task that would have taken approximately 4,500 developer years. This upgrade resulted in estimated savings of about $500 million and generated annual cost efficiencies of around $250 million. These results highlight the transformative potential of AI in streamlining processes and driving productivity, showcasing how the technology can create substantial financial benefits for organizations.
Value Capture: Cost Savings vs. Revenue Generation
The discussion contrasts the challenges of capturing value associated with cost savings compared to revenue generation in AI projects. While cost savings can yield immediate financial benefits, they often prove more difficult for companies to monetize effectively, since the benefits primarily flow to the end customers. In contrast, revenue generation allows companies to attach business models that directly benefit from increased income, facilitating a more straightforward path to calculating returns on investment. Historical examples such as genetically modified crops and the App Store illustrate how structured revenue capture can enhance profitability, positioning businesses more favorably.
The Future of Software Development in AI
The podcast explores the impact of generative AI on software development and its implications for the marketplace. With reduced costs for developing customized software solutions, startups can now target niche markets that were previously economically unviable. This shift allows for an explosion of specialized software catering to distinct needs, challenging established players and changing competitive dynamics. However, it raises questions about pricing power and the sustainability of revenue in an environment where businesses can create their tailored solutions at a lower cost, making traditional monetization strategies more complex.
Are LLM wrappers a viable business model? This week, Autonomous Technology and Robotics Director of Research Sam Korus and Associate Portfolio Manager Nick Grous are joined by ARK Chief Futurist Brett Winton to discuss how to capture economic value in an AI age.
If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.
Key Points From This Episode:
Amazon demonstrates the developer time savings of deploying it's own internal AI tool
A discussion around the economic ROI of AI
For more updates on Public.com:
Website: https://public.com/
YouTube: @publicinvest
Twitter: https://twitter.com/public
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