7 Quotes
"How easy is it to get the data to start training the LLM? Russell Kaplan, a product leader at Scale AI, posits that “language-aligned datasets are the rate limiter for AI progress in many areas.”"
— Leigh Marie Braswell
Overview & Applications of Large Language Models (LLMs)"to train other types of LLMs (predicting specific software actions, answering healthcare questions, etc.) we need to figure out a way to generate enough relevant training data."
— Leigh Marie Braswell
Overview & Applications of Large Language Models (LLMs)"How strong is the data moat you build & accumulate?"
— Leigh Marie Braswell
Overview & Applications of Large Language Models (LLMs)"Is there a proof of concept that this LLM application is feasible already (e.g. from a larger company)? And how much will it cost?"
— Leigh Marie Braswell
Overview & Applications of Large Language Models (LLMs)"if you decide to use the API from a large company like OpenAI to build your application & there are no alternatives, you are subject to their pricing power and product SLAs."
— Leigh Marie Braswell
Overview & Applications of Large Language Models (LLMs)"Frequently less sophisticated models might be able to achieve the end result, especially if the LLM is not the core product."
— Leigh Marie Braswell
Overview & Applications of Large Language Models (LLMs)"An important question for the LLM applications that don’t own the model themselves is the long-term outcome of LLM infrastructure - will it all be commoditized by many providers offering similar models, or will the most cutting-edge company (with the best engineers, hardware, data, compute, & community) become a gatekeeper?"
— Leigh Marie Braswell
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