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What comes after Open AI? Logan Kilpatrick on how you should prepare for the future of LLMs
High Agency: The Podcast for AI Builders
Balancing ROI and Technology Investment
Companies face challenges balancing the cost of implementing AI models at scale with the desire to maximize user benefits by investing more in AI technology. This leads to a tension where businesses aim to minimize costs to maintain margins while also wanting to leverage AI to enhance products. However, the constraint of cost often results in companies only incorporating the minimal amount of AI necessary, limiting the transformative potential of AI technology. This imbalance favors wealthier companies with resources to spend on compute costs, enabling them to build more advanced products compared to smaller businesses with limited financial means. Ultimately, this leads to a scenario where the availability of financial resources heavily influences the quality of products developed, creating a disadvantage for smaller players in the industry and hindering the overall advancement of technology. The ecosystem as a whole would benefit from addressing this issue to encourage the development of more innovative and competitive products.
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