AI, in the form of Generative AI, is taking the world by storm. For the past few months, it seems like the entire tech industry – and everyone else for that matter – has been focused on nothing else than ChatGPT, its applications, and a constantly evolving layer of ever more impressive foundational models. That said, Sam Altman himself has stated that the age of LLMs is already in decline, and that AI is in need of new paradigms.
At Alectio, we believe Machine Teaching to be one of them.
So what is Machine Teaching?
Machine Teaching is essentially the emerging practice of acting on the selection of training data so that the most informative outputs are produced by the ML model (Active Learning); by extension, any active intervention on the training process can also be considered a form of Machine Teaching.
- Learn what Machine Teaching is, and how it can help you train better models
- Discover the ethical benefits of switching to an MT paradigm
- Understand why Machine Teaching is the only truly sustainable way to train an ML model
We can’t wait to see you there!