# regularization — RSS Amplifier Recent posts from the 5 feeds in the RSS Amplifier directory that cover regularization. Page: Feed: --- ## [The Future of Software](https://www.inference.vc/the-future-of-software/) _2026-02-25 · Ferenc Huszar · inFERENCe_ The world of software is undergoing a shift not seen since the advent of compilers in the 1970s. Compilers were the original vibe coding : they automatically generate complex machine code that human programmers had to manually write before. Over time, compilers became fully trusted, nobody has to look under the ## [Deep Learning is Powerful Because It Makes Hard Things Easy - Reflections 10 Years On](https://www.inference.vc/deep-learning-is-powerful-because-it-makes-hard-things-easy-reflections-10-years-on/) _2026-01-31 · Ferenc Huszar · inFERENCe_ Ten years ago this week, I wrote a post called "Deep Learning is Easy - Learn Something Harder". The post blew up, top spot on HackerNews. Needless to say, it didn't age well. ## [Discrete Diffusion: Continuous-Time Markov Chains](https://www.inference.vc/discrete-diffusion-continuous-time-markov-chains/) _2025-05-22 · Ferenc Huszar · inFERENCe_ A tutorial explaining some key intuitions behind continuous time Markov chains for machine learners interested in discrete diffusion models: alternative representations, connections to point processes, and the memoryless property.