AI-powered Drones outfly world-class human pilots, an Introduction to Lifelong Supervised Learning and Language Models (Mostly) Know What They Know!

Your Daily AI Research tl;dr — 2022–07–14 🧠

Welcome to your official daily AI research tl;dr (often with code and news) for AI enthusiasts where I share the most exciting papers I find daily, along with a one-liner summary to help you quickly determine if the article (and code) is worth investigating. I will also take this opportunity to share daily exciting news in the field.

Let’s get started with this iteration!

1️⃣ An Introduction to Lifelong Supervised Learning

This primer provides a comprehensive introduction to lifelong learning in supervised learning setting.

From the author: “Lifelong learning is one of the most promising learning paradigms to achieve artificial general intelligence.”

Link to the paper: https://arxiv.org/pdf/2207.04354.pdf

2️⃣ Language Models (Mostly) Know What They Know

“We study whether language models can evaluate the validity of their own claims and predict which questions they will be able to…