Title: Big-Data Algorithms That Are Not Machine Learning
We shall introduce four algorithms that run very fast on large amounts of data, although typically the answers they give are approximate rather than precise. (1) Locality-sensitive hashing (2) Approximate counting (3) Sampling (4) Counting triangles in graphs.
Over the last few years, engineers at Kingland have seen the usage of AI in software development progressing from simple chatbots to code suggestions, and now to agentic AI.