OpinioAI is a research platform that employs AI language models to aid researchers in obtaining relevant insights, data, and opinions in a straightforward and scalable manner.

Silicon Sampling

They are utilizing this method to deliver insights and opinions at a large scale through two distinct approaches.

• Firstly, they apply persona traits (personal and business) to vanilla GPT-3 models to acquire relevant and useful opinions and insights.
• Secondly, they fine-tune GPT-3 models using a pertinent and arbitrary dataset to create a customized model capable of identifying insights and nuances at a deeper and more precise level.

Silicon sampling involves the process of fine-tuning and conditioning the GPT-3 model so that it "can generate outputs that are biased both towards and against specific groups and perspectives, closely aligning with human response patterns along detailed demographic axes. In other words, these language models encompass not just one bias, but several."