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As AI labs amass unprecedented power, stakeholders face a critical 12-month window to enact meaningful regulation before the technology irreversibly reshapes society and markets.
The past decade has been marked by a growing concern over the power and influence of individual technology companies. However, when it comes to artificial intelligence (AI) labs, the upper bound of this influence may be infinite, according to Michael Dempsey. This realization has driven investors to pour resources into AI, increased political engagement within the tech industry, and led to market volatility as governments consider classifying these labs as borderline domestic terrorist organizations.
The core issue is that productivity is shifting from labor to capital. As this transition completes, AI lab incentives will shift from appeasing researchers who build models to accumulating capital for shareholders. This pivot could have far-reaching implications for how AI is developed and deployed, making the next 12 months a critical window for embedding safety measures into both technical and social infrastructure.
The current mechanisms that constrain AI lab behavior-beyond computational resources-are either already dead or expiring. Once IPOs and competitive dynamics take hold, it will become nearly impossible to embed meaningful safety protocols. The people advocating for AI safety have a rapidly shrinking amount of leverage, but recent developments may offer a glimmer of hope.

There is a roughly 12-month window to implement robust AI safety measures before market pressures make such interventions unfeasible. This period is crucial because whatever gets built in this timeframe will need to withstand years of market pressure and competitive dynamics. The recent political engagement of the tech industry, coupled with growing public awareness of AI's potential risks, may provide a specific opportunity for advocates to reclaim some level of influence.
Governments must act swiftly to establish regulatory frameworks that balance innovation with safety. This includes:
The next 12 months represent a critical period for embedding AI safety into the fabric of technological development. As the shift from labor to capital continues, the window for effective regulation is closing rapidly. Policymakers, industry leaders, and advocates must seize this opportunity to ensure that the future of AI is both innovative and safe.
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↗ https://mhdempsey.substack.com/p/ai-safety-has-12-months-left?utm_source=tldrai
About the author
Marcus began tracking AI's market implications in 2016, noticing AI-related patent filings accelerating ahead of earnings upgrades before most of the sell-side had caught on. A former fixed-income quantitative analyst, he spent two decades building models that priced risk across emerging markets before pivoting to cover the economic impact of AI full-time. His writing translates opaque technical developments into clear risk/reward terms — and he's rarely diplomatic about the gap between AI valuations and underlying fundamentals. He believes most market participants still underestimate AI's long-run deflationary effect on knowledge work.
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5 March 2026
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