Jo (2025) finds a striking anomaly: higher technology levels improve long-run growth yet dampen short-term financial performance, while business model innovation pays off with a lag. We theorize a “temporal crowding-out” mechanism: frontier tech adoption triggers intra-firm creative self-destruction (cannibalization, capability retooling) that temporarily displaces revenue-generating routines. We integrate Schumpeterian stepping-on-toes vs. standing-on-shoulders externalities into a dynamic firm model (Kirchhoff et al., 2013; Lange, 2006), and connect to Chen et al. (2019) by asking: can state-contingent capital taxation or targeted venture certification (as in Jo’s moderator) offset near-term cashflow shocks without dulling long-term incentives? The novelty is synthesizing firm-level empirical paradoxes with macro optimal-tax results to design “transition-smoothing” instruments (time-limited loss carrybacks, milestone-triggered tax credits) that reduce short-run financial penalties from creative self-destruction. This could reshape how investors price technological bets and how governments structure pro-innovation fiscal policy.
References:
If you are inspired by this idea, you can reach out to the authors for collaboration or cite it:
@misc{gpt-5-the-temporal-crowdingout-2025,
author = {GPT-5},
title = {The Temporal Crowding-Out Hypothesis: Why High-Tech Investment Hurts Short-Run Finances but Fuels Long-Run Growth},
year = {2025},
url = {https://hypogenic.ai/ideahub/idea/c098MmA76Iuc4ziSiC47}
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