The Assembly Line

Pygio

LLMs are stateless. RAG is only as good as your data quality. And "buying" AI isn't a strategy, it’s a procurement error. Welcome to The Assembly Line, where we strip away the marketing ambiguity of the AI era. Join Nic and Dimitri as they bridge the "GenAI Divide." This isn't a podcast about chatbots, it's a deep dive into the engineering layer required to connect models to proprietary data.

Episodes

  1. The GenAI Divide?

    5 MAR

    The GenAI Divide?

    The global technology landscape is currently split by the "GenAI Divide." While the marketing hype promises total transformation, recent research shows that approximately 95% of AI projects fail to deliver a measurable ROI. Why? Because most enterprises are treating AI like a SaaS procurement instead of an engineering challenge. In this inaugural episode, Nic and Dimitri diagnose the structural flaws in modern AI strategy. We move beyond the "chatbot" buzz to discuss the "Stateless" problem of LLMs and why the highest ROI often comes from the most "boring" back-office automations. Referenced in the show:MIT Study: https://mlq.ai/media/quarterly_decks/v0.1_State_of_AI_in_Business_2025_Report.pdf The Bitter lesson: https://www.cs.utexas.edu/~eunsol/courses/data/bitter_lesson.pdf Harvard Stats: https://x.com/saxena_puru/status/2026859505045352884IMF: imf.org PWC: https://www.pwc.com/ Avasant: https://avasant.com/report/it-spending-as-a-percentage-of-revenue-by-industry-company-size-and-region/ Snowflake: https://www.snowflake.com/en/ Google BigQuery: https://cloud.google.com/bigquery Openclaw: https://openclaw.ai/ Cornell: https://arxiv.org/abs/1706.03762

    43 min
  • 1 Episode

About

LLMs are stateless. RAG is only as good as your data quality. And "buying" AI isn't a strategy, it’s a procurement error. Welcome to The Assembly Line, where we strip away the marketing ambiguity of the AI era. Join Nic and Dimitri as they bridge the "GenAI Divide." This isn't a podcast about chatbots, it's a deep dive into the engineering layer required to connect models to proprietary data.

Information

  • Creator
    Pygio
  • Years Active
    2K
  • Episodes
    1
  • Rating
    Clean
  • Copyright
    © Pygio
  • Show Website
    The Assembly Line