In the Haydays of AI models like ChatGPT or its rival Cohere to generate responses that required vast teams of low-cost workers helping LLM models distinguish basic facts such as if an image was of a car or a carrot. 

In the last few months the updates to  AI models in the  competitivelandscape are now demanding a rapidly expanding trainers who have specialized knowledge from instructors to scientists.

Companies Like Cohere is hiring undergraduate to train these ai models.

AI reach is expanding to physicians and accountants.

Cohere is one of the main rivals of OpenAI .

Invisible Tech  startup pays at least  $40 per hour, Some companies such as Outlier pay up to $50 per hour, while another company called Labelbox said it pays up to $200 per hour for “high expertise” subjects like quantum physics, but starts with $15 for basic topics.

They needed an advanced AI training partner to provide reinforcement learning with human feedback.”

Generative AI produces new content based on past data used to train it. However, sometimes it can’t distinguish between true and false information and generates false outputs known as hallucinations. In one notable example, in 2023 a Google chatbot shared inaccurate information about which satellite first took pictures of a planet outside the Earth’s solar system in a promotional video.

AI companies are aware that hallucinations can derail GenAI’s attractiveness to businesses and are trying various ways to reduce it, including using human trainers to teach the concept of fact and fiction.

Since getting onboard with OpenAI, Invisible says it has become AI training partners to most of the GenAI companies, including Cohere, AI21 and Microsoft. Cohere and AI21 confirmed they are clients.