⚖️The Billion-Dollar Decision—Building Your AI Moat vs. Buying Off-the-Shelf

AI Unraveled: Latest AI News & Trends, ChatGPT, Gemini, DeepSeek, Gen AI, LLMs, Agents, Ethics, Bias by Etienne Noumen

Episode notes

Special Edition: The Billion-Dollar Decision (December 05, 2025)

Today’s episode is a deep dive into the strategic shift from "renting" AI to "owning" it. We explore the 2025 playbook for shifting from API wrappers to sovereign AI assets.

Key Topics & Insights

📉 The Macro Landscape: "LLMflation"

  • The Paradox: The cost of intelligence is dropping 10x annually ("LLMflation"), yet enterprise bills are skyrocketing due to high-volume agentic workflows.
  • The TCO Shift: The metric that matters is no longer "price per token" but "Total Cost of Ownership per Business Outcome."

💸 The "Buy" Trap: Hidden Costs & Risks

  • Wrapper Discount: Investors are discounting startups tha ... 
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Keywords
Build vs. Buy AI