The Booming Role of Specialized Human Trainers in AI: How Experts are Shaping the Future of Generative AI
By Supantha Mukherjee and Anna Tong
STOCKHOLM/SAN FRANCISCO (Multibagger) - The evolution of AI models like ChatGPT and Cohere has taken a quantum leap, driven by an expanding network of highly specialized human trainers.
The New Frontier in AI Training: From Undergraduates to PhDs
In the early days of AI development, vast teams of low-cost workers helped models distinguish basic facts, such as identifying whether an image was of a car or a carrot. Today, however, the competitive landscape of AI has shifted dramatically.
According to Ivan Zhang, co-founder of Cohere, the new generation of AI models requires trainers with advanced degrees and specialized knowledge. These experts are now crucial in teaching AI how to operate in complex environments, such as medical and financial sectors.
The Rise of Invisible Tech: A Key Player in AI Training
Cohere, valued at over $5 billion, collaborates with Invisible Tech to enhance its AI models. Invisible Tech has become a preferred partner for numerous AI companies, including OpenAI, Microsoft, and AI21. The company employs thousands of remote trainers with expertise in various fields, from history to quantum physics, paying up to $200 per hour for high-level expertise.
Francis Pedraza, founder of Invisible Tech, highlights the importance of reducing AI errors, known as "hallucinations." These errors occur when AI generates false information, which can severely undermine its credibility.
How Does AI Training Work?
OpenAI, the pioneer in generative AI, employs a Human Data Team to gather specialized data for its models, like ChatGPT. This team collaborates with AI trainers to run experiments aimed at reducing hallucinations and improving writing styles. Invisible Tech plays a significant role in these efforts, hiring experts to provide the necessary specialized knowledge.
The Competitive Landscape
Scale AI, another significant player in the field, offers similar training services and counts OpenAI among its clients. Despite fierce competition, Invisible Tech has managed to stay profitable since 2021, raising only $8 million in primary capital and maintaining a substantial ownership stake within the team.
The Future of AI Training
The demand for specialized AI trainers is skyrocketing, creating lucrative opportunities for experts across various fields. As AI companies continue to launch advanced models, the need for high-quality, specialized training will only grow.
Breaking It Down: What This Means for You and Your Finances
- AI Evolution: AI models are becoming more sophisticated and require human experts for training.
- Job Opportunities: There's a growing demand for specialized trainers, creating high-paying job opportunities.
- Investment Potential: Companies like Invisible Tech and Scale AI are becoming key players in the AI training market, presenting new investment opportunities.
- Impact on AI Reliability: Reducing AI "hallucinations" increases the reliability of AI, making it more attractive for business applications.
Understanding these trends can help you navigate the rapidly evolving landscape of AI, whether you're looking to invest, seek employment, or simply stay informed about technological advancements.