Edge 325: A Summary of Our Series About New Techniques Foundation Models

18 topics about foundation models covered in one of our most ambitious series.

💡 ML Concept of the Day: A Summary of Our Series About New Techniques Foundation Models

The universe of foundation models is absolutely fascinating and research in that space is advancing an at incredible pace. Over the last few weeks, we have covered some of the latest methods that are likely to become relevant in the next generation of foundation models. Throughout 18 issues, We covered all sorts of different areas such as reinforcement learning with human feedback, fine-tuning, tool augmentation, knowledge augmentation, memory, in-context learning and many others.

This has been our longest and most successful series at The Sequence. We could keep going with this series for a while but, instead, we are going to start running smaller series that go even deeper into the different subjects related to foundation models. We start next week…with a new series about fine tuning!! But now here are 18 editions of our series about foundation models that you must read: