2025 ChatGPT Machine Learning Underperforming Technical Team 
Andreessen Horowitz
SEPTEMBER 25, 2023
While a lot of the focus today is on the development of foundational large language models (LLMs) , the transformer architecture was invented only 6 years ago, and ChatGPT was released less than a year ago. In contrast to earlier applied use cases of machine learning where the nth degree of correctness is critical (e.g.,
Andreessen Horowitz
SEPTEMBER 25, 2023
Anj: What was it at that moment—when you and the team at OpenAI had started publishing your first experiments towards the end of that 5-year period—you just talked about around scaling laws that gave you so much confidence that this was going to hold when everybody else thought that was crazy talk? It’s just a matter of time.
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