[2311.09247] Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks

Below are articles that I’m reading, that I thought you might be interested in too.
An SCS contains its own user interface, specific business logic and separate data storage .
The study compares Waymo’s liability claims data with mileage- and zip-code-calibrated private passenger vehicle (human driver) baselines established by Swiss Re. Based on Swiss Re’s data from over 600,000 claims and over 125 billion miles of exposure, these baselines are extremely robust and highly significant.
The new machine learning meant that speech recognition and natural language processing were good enough to build a completely generalised and open input, but though you could ask anything, they could only actually answer 10 or 20 or 50 things, and each of those had to be built one by one, by hand, by someone at Amazon, Apple or Google.
Although generative AI initially attracted a lot of user attention, it is now clear that these technologies have not yet proven to be indispensable daily tools.
Michael Mann, University of Pennsylvania: Climate change is leading to anomalous warmth around the planet in general, and warmer ocean waters mean more moisture in the atmosphere that is available to produce flooding rains.
Over half of the respondents (51%) said that their organizations are using self-service deployment pipelines to increase productivity.
How are computing instructors planning to adapt their courses as more and more students start using AI coding assistance tools such as ChatGPT and GitHub Copilot?
I've been doing emotional work like extended meditation retreats, Internal Family Systems (IFS), Ideal Parent Figures (IPF), Focusing, etc., for a long time, but self-administered EMDR has actually been one of the most helpful techniques of them all to me!
Each LLM call/generation can be thought of as trying to perform a single computational task – one Natural Language OPeration (NLOP).
Part 2 discusses how to compose multiple tasks with control flows (e.g. if statement, for loop) and incorporate tools (e.g. SQL executor, bash, web browsers, third-party APIs) for more complex and powerful applications.
Download a PDF of the paper titled RWKV: Reinventing RNNs for the Transformer Era, by Bo Peng and 29 other authors