LLM Market Analysis & Future PredictionsMarket Dynamics

• DeepSeek disrupting LLM space by demonstrating lack of sustainable competitive advantage
• LM Arena (lm.arena.ai) shows models like Gemini, DeepSeek, Claude frequently exchanging top positions
• ELO rating system (used in chess/UFC) demonstrates eventual market parity

Restaurant/Chef Analogy

When multiple restaurants compete for one talented chef, profits flow to the chef rather than creating sustainable advantage for any restaurant - illustrating perfect competition in LLM space.

2025-2026 Predictions

• Heavy investment in GPUs/expensive engineers won't provide significant advantages
• Evolution similar to Linux's displacement of Solaris
• Growth of local/open-source models driven by:
  • Data privacy/legal concerns
  • Data breach risks
  • Decreasing profit margins

Conclusion

Commercial AGI models likely to give way to open-source and local alternatives, with market forces driving profits toward zero through perfect competition.

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