The Brewing Subprime AI Crisis: Unprofitable Tech and Unsustainable Growth

The Generative AI Bubble

• 💡 The generative AI industry is built on unprofitable tech, heavily subsidized by big tech companies.
• ⚠️ When companies like OpenAI are forced to charge actual costs, the consequences could be severe, leading to a "subprime AI crisis."
• 📉 Generative AI models, like those powering ChatGPT, struggle with complex problems due to their probabilistic nature and are prone to hallucinations.

Questionable Value and High Costs

• 🚫 Despite massive investment, even dominant players like Microsoft are seeing low adoption rates for their AI-powered products, such as Microsoft 365 Copilot.
• 💸 Microsoft is charging exorbitant prices ($30-$50 per user per month) for AI features that many businesses do not find valuable or that haven't shown significant productivity breakthroughs.
• 📉 The high costs are a burden, suggesting that companies like Microsoft are either desperate for revenue or that the underlying costs are simply too high to charge less.

OpenAI's New Model: O1 (Strawberry)

• 🚀 OpenAI launched O1 (codenamed Strawberry), presented as their most capable model yet, but it was immediately admitted to be flawed and limited.
• ⚙️ O1 uses a "chain of thought" process, breaking down problems into steps and employing reinforcement learning, which OpenAI claims is reasoning, though it differs significantly from human reasoning.
• ⚠️ Despite claims of improvement, O1 is reportedly more prone to hallucinations than GPT-4o and less likely to admit when it doesn't know an answer.
• 💰 The pricing for O1 is significantly higher than GPT-4o, with hidden costs for reasoning steps that are charged to the user without transparency.

The Unsustainable Business Model

• 📉 Many AI startups are built on unprofitable models from companies like OpenAI and Anthropic, relying on subsidies from big tech.
• 💸 OpenAI is projected to lose $5 billion this year, and Anthropic $2.7 billion, with pricing designed to acquire customers rather than generate profit.
• 🏦 OpenAI's operations are subsidized by Microsoft through cloud credits and preferential pricing, highlighting a dependency on big tech support.

Market Skepticism and Future Outlook

• 📈 Investor skepticism is growing, evidenced by significant drops in Nvidia's market cap and pressure on Microsoft, Amazon, and Google to show AI profitability.
• 📉 Big tech companies lack other significant growth markets, leading to a desperate push for AI integration, even if products lack clear value or product-market fit.
• ⚠️ Gartner predicts 30% of generative AI projects will be abandoned after the proof of concept by the end of 2025, which could lead to reduced revenue for cloud providers and increased prices for AI services.
• ❓ The industry faces a reckoning as the unsustainable burn rate, lack of profitability, and questionable utility of generative AI become apparent, potentially leading to mass layoffs and a re-evaluation of tech's growth-at-all-costs model.