machine learning – Page 15 – Andrew Fairless, Ph.D.

What I Read: LLM Chatbots, Browser

By Andrew Fairless on July 27, 2023June 15, 2023

https://www.kdnuggets.com/2023/05/webllm-bring-llm-chatbots-browser.html Web LLM: Bring LLM Chatbots to the BrowserBala Priya CMay 22, 2023 “Wouldn’t it be cool if you can run LLMs and LLM chatbots natively in your browser?”

What I Read: Neural Networks Learn Language

By Andrew Fairless on July 26, 2023June 15, 2023

https://www.quantamagazine.org/some-neural-networks-learn-language-like-humans-20230522/ Some Neural Networks Learn Language Like HumansSteve NadisMay 22, 2023 “Researchers uncover striking parallels in the ways that humans and machine learning models acquire language skills.”

What I Read: data drift

By Andrew Fairless on July 20, 2023June 15, 2023

https://www.nannyml.com/blog/when-data-drift-does-not-affect-performance-machine-learning-models Don’t let yourself be fooled by data driftby Santiago VíquezMay 31, 2023 “While data drift detection is indeed a key component of a healthy monitoring workflow…. not all dataContinue readingWhat I Read: data drift

What I Read: Hard Stuff, Building Products, LLMs

By Andrew Fairless on July 19, 2023June 15, 2023

https://www.honeycomb.io/blog/hard-stuff-nobody-talks-about-llm All the Hard Stuff Nobody Talks About when Building Products with LLMsBy Phillip CarterLast modified on June 1, 2023 “There’s a lot of hype around AI, and in particular,Continue readingWhat I Read: Hard Stuff, Building Products, LLMs

What I Read: Prompt injection

By Andrew Fairless on July 17, 2023June 15, 2023

https://simonwillison.net/2023/May/2/prompt-injection-explained/ Prompt injection explained, with video, slides, and a transcriptSimon Willison “…prompt injection is an attack against applications that have been built on top of AI models…. Where it getsContinue readingWhat I Read: Prompt injection

What I Read: What, Why ChatGPT

By Andrew Fairless on July 12, 2023June 15, 2023

https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/ What Is ChatGPT Doing … and Why Does It Work?February 14, 2023Stephen Wolfram “That ChatGPT can automatically generate something that reads even superficially like human-written text is remarkable, andContinue readingWhat I Read: What, Why ChatGPT

What I Read: In-Context Learning

By Andrew Fairless on July 11, 2023May 31, 2023

https://thegradient.pub/in-context-learning-in-context/ In-Context Learning, In ContextDaniel Bashir29.Apr.2023 “…in-context learning (ICL). In this paradigm, an LLM learns to solve a new task at inference time (without any change to its weights) byContinue readingWhat I Read: In-Context Learning

What I Read: AIs producing own training data

By Andrew Fairless on July 10, 2023May 31, 2023

https://thegradient.pub/software2-a-new-generation-of-ais-that-become-increasingly-general-by-producing-their-own-training-data/ Software²: A new generation of AIs that become increasingly general by producing their own training dataMinqi Jiang22.Apr.2023 “We are at the cusp of transitioning from “learning from data” toContinue readingWhat I Read: AIs producing own training data

What I Read: Natural Language, supply chains

By Andrew Fairless on July 5, 2023May 31, 2023

https://datasciencecampus.ons.gov.uk/using-natural-language-processing-for-the-analysis-of-global-supply-chains/ Using Natural Language Processing for the analysis of global supply chainsIoannis Kaloskampis Bernard Peat Charles McGowan Paige Hunter Melissa Bui David BradnumMay 11, 2023 “…we explored whether cutting-edge dataContinue readingWhat I Read: Natural Language, supply chains

What I Read: Against LLM

By Andrew Fairless on June 29, 2023May 31, 2023

https://explosion.ai/blog/against-llm-maximalism Against LLM maximalismby Matthew HonnibalMay 18, 2023 “However, LLMs are not a direct solution to most of the NLP use-cases companies have been working on… if you want toContinue readingWhat I Read: Against LLM

Tag: machine learning