Human Loop helps you customize language models to create differentiated applications and products, while navigating ethical considerations.
Human Loop helps you customize large language models to create differentiated applications and products.
Language models have been around for a long time and have recently become popular due to their ability to replicate writing styles, customize tones, fact check answers, and train models on unique data, but they also present an ethical minefield with potential societal consequences.
AI presents ethical and practical challenges, with the main barrier to progress being access to compute, talent, and data.
AI poses potential existential and short-term threats, raising ethical questions about the biases and preferences in the models and data, and the need to tread carefully due to the potential network effect.
The main barrier to replicating something like GPT-3 is access to compute, talent, and data.
Feedback data can be great for narrower applications, but it's difficult to build a general model that is good at everything.