He believes that future progress in AI needs new ideas, not just bigger models.Īs noted by Ali, it seems that the real magic behind e.g. A single generative AI algorithm by itself is not enough and is not a differentiating factor.įurther, Sam Altman dropped a bombshell at a recent MIT event where he declared that the era of gigantic AI models like GPT-4 is coming to an end. Trying to compete with a massive open source community and five thousand universities in the race to develop the perfect generative AI algorithms is pointless. So, Google and OpenAI have no moat in their large models alone, because the hard tasks in creating the large models have significantly less product value than the simple tasks that follow (fine-tuning or creating algorithms based on the large model). Building an fine-tuned algorithm on top of these models is easier and more valuable. The complexity in generative AI lies in the large models, while the value comes from fine-tuning and developing derivatives of these models. Generative AI differs from traditional AI in how algorithm complexity and value creation are related. In summary, the leaked Google doc says that directly competing with open source is a losing proposition. This announcement comes at an interesting point in time, as a leaked internal doc from Google recently stated that "We have no moat, and neither does OpenAI": If you are already here, then please subscribe to my new blog 😉 - #MicrosoftAuthenticatorLite #AzureAD #MultifactorAuthentication #OutlookMobile #CyberSecurity #Microsoft #AzureActiveDirectory #MVPBuzzīREAKING: Google just announced PaLM 2, its next-gen LLM already powering 25 Google services.
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