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<div style="display: none; max-height: 0px; overflow: hidden;">Almost every major public software company has printed lower growth rates every single year since the peak. The software budget pool is now shared </div>
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<h1><strong> TLDR Founders <span id="date">2026-03-18</span></strong></h1>
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Today's AI companies are reaching the $1M ARR milestone faster than any prior generation. But turning user growth into revenue isn't simple: <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fstripe.com%2Flp%2Fai-scaling-playbook%3Futm_campaign=T2AiGSPGrQ4NoAR86EPFuY8Yh/3/0100019d00d849ac-d2f0bfc0-e920-45cf-b6f6-04ccf987c924-000000/7UFPbJhgMEQ02WEpPXG-BgaNRHv5jqyOiMuuJhlTB2w=449" rel="noopener noreferrer nofollow" target="_blank"><span>pricing needs to match user value</span></a>, and billing gets more complicated as you scale.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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Asking for someone's time is virtually free for the asker, yet enormously expensive for the person being asked. The trade is asymmetric, with the askee having to rebuild whatever mental state they were in before the interruption, while the asker just gets on with their day. The problem compounds with AI as people are effectively shifting their 'productivity' onto other people's shoulders. Organizations need to make these costs visible and put friction in the right places so that the default path protects attention instead of consuming it.
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$58 trillion in S&P 500 market cap repriced at 5x free cash flow instead of today's 20x means a 75% drawdown - roughly $44 trillion evaporating. That's the math if AI makes every competitive moat temporary instead of durable. Newspapers went from 12-15x EBITDA to 2-4x in a decade, retail followed, and taxi medallions went to zero. The $300-500B/year in AI capex only pencils out if returns are durable, but AI itself is the thing making returns short-lived.
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<div style="text-align: center;"><span style="font-size: 36px;">⚡</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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This is the moment for concentrated research ambition in every vertical.
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<strong>You Are Responsible for Your Agent (2 minute read)</strong>
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Companies are liable for the actions of employees' personal AI agents, akin to past challenges with personal devices.
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