Recap: AI4 Conference Unveils Exciting AI Breakthroughs from Khan Academy and Google
Aug 12, 2023
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The AI4 Conference unveiled exciting breakthroughs from Khan Academy and Google. Topics include translating doctors' notes, weather prediction through machine learning, bias in language models, and Khan Academy's amazing tutor bot.
Vital, a company introduced at the AI4 conference, has created a tool that translates complex medical language into plain English, enhancing accessibility and understanding for doctors and patients.
The AI for enterprise conference highlighted the application of machine learning in weather prediction, including the use of AI to predict wildfires and hurricane paths, while also addressing the issue of bias in large language models and exploring techniques to mitigate biases related to gender, race, and religion.
Deep dives
Medical note translation tool
One of the interesting talks in the AI for enterprise conference was about a company called Vital, founded by the former founder of mint.com. They have developed a tool that translates doctors' notes and complex medical terminology into plain English. This tool has the potential to make medical information more accessible and understandable for both healthcare professionals and patients.
Advances in weather prediction and bias reduction
Another topic covered in the conference was weather prediction. Two talks highlighted innovative applications, such as predicting wildfires and hurricane paths using machine learning. Additionally, a discussion on bias in large language models was presented. The speaker explored ways to address biases related to gender, race, religion, and more. Techniques to remove bias were discussed, including the potential of involving AI models in assessing and identifying bias within language models.
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Highlights from the AI4 Conference: Translating Doctors' Notes, Weather Prediction, Bias in Language Models, and Khan Academy's Chatbot
Sorry for the delay! It took me a while to get well enough to start publishing again. Fortunately, I recovered in time to go to the AI4 conference. Here is a quick summary of the best talks.
0:00 Welcome and intro 0:15 I'm back, my mental health has improved! 0:40 Back from AI4 Conference 1:44 Vital, doctor to patient translator 2:23 Weather predictions via machine learning 2:52 Bias in LLMs 3:53 Khan Academy's new tutor bot -- it's amazing! 6:06 Contact me if you can teach about Tree of Thought or Constitutional AI