Newsletter - How we work with Gen AI at isahit
This year has marked a significant breakthrough for the emergence of Generative AI technologies. Initially, we were concerned that generative AI could be a threat to our core business of data annotation.
However, as we encountered numerous diverse use cases and witnessed the continuous evolution of datasets, along with the wide range of very specific needs, the past months have confirmed what we are certain about for years: Human expertise plays a crucial role in the next era of customer-ready AI and the development of LLMs.
Our labeling approach combines AI and human intellect, balancing technology and human feedbacks. It’s time for us to show you how we deal with Generative AI and LLMs at isahit!
At isahit, we use various tools to label your data.
In addition to these tools, we also incorporate Generative AI tools into certain client projects to maximize the effectiveness of our human labeling efforts.
Some examples of these tools include ChatGPT, Microsoft Azure OpenAI, and Llama2. These tools are used to enhance the annotations provided by our labellers.
Or vice-versa! 🔃
Sometimes, our Human taskforce needs to control the generated content, particularly content produced by our Language Models (LLMs) and GenAI. Here is an overview of how we integrate LLMs and GenAI at isahit ?
📣 Testimonial from a Human in the Loop: Laetitia
Discussing the importance of Human-in-the-Loop in the data labeling process, it is essential for us to give a voice to our labellers. This month, we encourage you to view Laetitia's testimonial from Madagascar.
We strongly believe that humans will continue to play a crucial role in the Generative AI production process. What we call the Human-in-the-Loop in our Data Labeling/Processing industry. Humans possess unique qualities, including precision, contextual understanding, judgment, creativity, and background knowledge, which machines cannot fully replace but rather complement and enhance... The key lies in strategically integrating Generative AI into our daily operations, leveraging its potential to assist us in producing relevant content, developing outstanding products, and making informed decisions.
Explore the advantages and disadvantages of outsourcing and insourcing micro-tasks. Make informed decisions for your business with our comprehensive analysis.
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