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    AI Bubble Investing: When History Defies Hype

    23 min
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    Feb 26, 2026
    TechnologyFinance & Economics

    Exploring how 2019 research on billion-dollar startups challenges conventional wisdom about market timing, and what it means for investors navigating today's AI bubble with sky-high valuations.

    AI Bubble Investing: When History Defies Hype

    Best quote from AI Bubble Investing: When History Defies Hype

    “

    The key insight is that it's not the broader economic cycle that matters, it's the venture capital cycle. Historical data suggests that truly great companies can navigate whatever economic cycles throw at them over a 7-10 year journey to unicorn status.

    ”
    A

    Generated by Aaron Holiday

    Input question

    How does this article from 2019 map to investing in a billion company today during an AI bubble and entry valuations that are so high that it’s difficult to make money: https://645ventures.medium.com/3-things-founders-vcs-should-know-about-building-billion-dollar-startups-during-market-fdabeb72044e

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    Key Takeaways

    1

    When History Meets AI Hype

    0:00
    0:08
    0:14
    0:35
    0:41
    1:05
    2

    The Capital Deployment Paradox

    1:19
    1:31
    1:44
    2:02
    2:17
    2:31
    2:46
    2:57
    3:10
    3

    The B2B versus Consumer Reality Check

    3:24
    3:38
    3:53
    4:07
    4:23
    4:41
    4:56
    5:12
    5:23
    4

    The Moore's Law Independence Theory

    5:38
    5:54
    6:08
    6:22
    5:12
    6:52
    7:02
    7:19
    7:34
    5

    The Endogenous versus Exogenous Factor Framework

    7:50
    8:06
    8:21
    8:39
    8:55
    9:12
    9:25
    9:41
    9:54
    6

    The Public Market Liquidity Trap

    10:06
    10:21
    10:36
    10:50
    11:03
    11:18
    11:31
    11:41
    11:53
    12:05
    7

    The Seven to Ten Year Reality Check

    12:19
    12:32
    12:46
    13:02
    13:14
    13:27
    13:41
    13:59
    14:13
    9:25
    14:42
    8

    The Capital Efficiency Paradox in AI

    14:54
    15:11
    9:25
    15:41
    15:52
    16:09
    16:21
    16:36
    16:47
    17:03
    9

    Practical Playbook for High-Valuation AI Investing

    17:17
    17:34
    5:12
    18:00
    18:15
    18:33
    18:52
    19:10
    19:26
    19:45
    20:05
    10

    Looking Forward Through the Historical Lens

    20:22
    20:35
    20:47
    21:05
    21:18
    21:35
    9:25
    22:06
    22:20
    22:36
    22:54
    23:07
    11:41

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