<ul data-eligibleForWebStory="true"><li>Karpathy suggests that LLMs will be the operating systems of the future, akin to current OS choices like Mac, Windows, and Linux.</li><li>AI-native apps need to support multiple LLMs to cater to users' preferences.</li><li>AI apps should offer a fast feedback loop to users, enabling quick usage and enhancing confidence in results.</li><li>Giving users varying levels of autonomy is crucial in AI-native apps, allowing users to choose the level based on the task at hand.</li><li>Users should have the option to select different autonomy levels, similar to choosing the scope of changes in using a cursor.</li><li>For instance, users can opt for a quicker but more effort-demanding search method or select a longer, more thorough 'Deep Research' option for enhanced output.</li></ul>

The four pillars of product development in an AI era

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