DeepSeek, ‘The Jevons Paradox’, and the Future of AI
Jevons Paradox
Disruption isn't a phase anymore.
We are looking at a total rewrite of global risk. Last week, DeepSeek shook the tech world by training a top-tier reasoning model for a mere 5.6 million dollars using older hardware. It completely disrupted the narrative that winning the AI race requires massive, concentrated infrastructure spending.
Microsoft CEO Satya Nadella suggests this breakthrough is a modern example of the JEVONS PARADOX. Typically applied to energy, the paradox states that as efficiency improves, the overall use of a resource actually sky-rockets rather than drops. Think of fuel-efficient car engines: we didn't use less gas; we just started driving much larger, more powerful vehicles.
The Observation
As AI becomes more efficient and accessible, its use will sky-rocket, turning it into a commodity we simply cannot get enough of. But does this paradox actually apply to AI right now? For the JEVONS PARADOX to hold, adoption must be restricted by price.
The Analysis
We haven't seen an energy shock like this since the 70s. For manufacturing, the fight for power isn't just against the factory next door anymore. You are now competing with AI data centers that have bottomless pockets. However, there is a catch. Most everyday users are already utilizing free versions of tools like ChatGPT, meaning cost isn't the primary barrier holding back their usage. A recent survey revealed that 80 percent of American businesses avoid AI not because of the expense, but because they find the tech too difficult or irrelevant to their operations.
The Tactical Step
Stop waiting for things to go back to normal. As a leader, your job is to be a heat shield. You have to filter out the chaos at the top so the team gets a signal they can actually run with. Use this audit to protect your EBITDA before the noise drowns you out:
Energy Resilience: Map your facility's power reliability. Check if you are fighting a local data center for the last 5 percent of the grid.
Geographic Decoupling: Move faster on your US Plus One strategy. You need regional hubs like Mexico or Eastern Europe to bypass maritime chokepoints.
Nth Tier Visibility: Audit the energy exposure of your Tier 2 and Tier 3 suppliers.
Contractual Hardening: Find your war-risk exclusions before the cancellation notice hits your desk.
The Stoic Pivot: Focus on what you can actually control. Replace reactive panic with the data-driven alternative routes you rehearsed last quarter.
Question for the Network
As AI models become easily replicated without a defensible moat, will AI become an indispensable, premium service, or a highly commoditized utility like email?
Let me know in the comments.
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