Why current LLM costs are not sustainable

The Story At A Glance

• • Tech giants are subsidizing 95 to 99 percent of LLM inference costs to capture market share.


• • Training costs for future models are projected to reach up to 100 billion dollars.


• • Massive energy and water consumption for data centers is straining national infrastructure.

Context
The current AI economy relies on a "subsidy war" where companies absorb massive losses to achieve digital dominance. This model is fundamentally broken because marginal compute costs scale linearly with usage, preventing traditional software profit margins.

Christian Perspective
The pursuit of artificial intelligence through massive waste and resource depletion reflects a modern Tower of Babel, driven by secular pride and a desire for godlike omniscience. This reckless consumption of energy and water ignores the biblical mandate to be good stewards of God's creation. The industry's reliance on unsustainable subsidies is a form of economic deception that lacks the honesty required by Christian principles.

Implications
As AI costs correct, access to high-quality information will become a luxury for the elite, further widening the gap between the powerful and the common man. This shift threatens to centralize control of truth within a few massive corporations that do not share traditional American or Christian values. The strain on the power grid could also jeopardize the energy security needed to maintain a strong, independent nation.

Broader Trends
This economic instability mirrors the decadence and instability found in failing liberal democratic systems that prioritize rapid expansion over sustainable foundations. The centralization of such immense power in the hands of a few tech giants is a hallmark of the globalist agenda to control human thought and behavior. We are seeing the consolidation of digital authority that seeks to bypass national sovereignty and traditional social structures.

Takeaway
Americans must prioritize technological sovereignty by investing in decentralized, on-premise hardware that cannot be switched off by a globalist corporation. We should champion energy independence to ensure our national infrastructure remains resilient against the demands of these massive data centers. True intelligence and wisdom come from God and human heritage, not from subsidized machines that drain our nation's resources.