artificial intelligence – Andrew Fairless, Ph.D.

What I Read: Reasoning LLMs

By Andrew Fairless on May 21, 2025February 22, 2025

https://magazine.sebastianraschka.com/p/understanding-reasoning-llms Understanding Reasoning LLMsSebastian Raschka, PhDFeb 05, 2025 “This article describes the four main approaches to building reasoning models, or how we can enhance LLMs with reasoning capabilities.”

What I Read: Chatbot Limitations

By Andrew Fairless on May 19, 2025February 22, 2025

Chatbot Software Begins to Face Fundamental Limitations Chatbot Software Begins to Face Fundamental LimitationsAnil AnanthaswamyJanuary 31, 2025 “Recent results show that large language models struggle with compositional tasks, suggesting aContinue readingWhat I Read: Chatbot Limitations

What I Read: next weak learners

By Andrew Fairless on May 15, 2025February 2, 2025

https://www.pelayoarbues.com/notes/The-next-generation-of-Weak-Learners The next generation of weak learnersPelayo ArbuésJan 28, 2025 “Large Language Models (LLMs) have often been marketed as our path to Artificial General Intelligence, but I see them asContinue readingWhat I Read: next weak learners

What I Read: Short, Nvidia

By Andrew Fairless on May 8, 2025February 2, 2025

https://youtubetranscriptoptimizer.com/blog/05_the_short_case_for_nvda The Short Case for Nvidia StockJeffrey EmanuelJanuary 25, 2025 “…NVIDIA faces an unprecedented convergence of competitive threats that make its premium valuation increasingly difficult to justify… The company’s supposedContinue readingWhat I Read: Short, Nvidia

What I Read: Adaptive LLMs

By Andrew Fairless on April 30, 2025January 30, 2025

https://sakana.ai/transformer-squared Transformer²: Self-Adaptive LLMssakana.aiJanuary 15, 2025 “Imagine a machine learning system that could adjust its own weights dynamically to thrive in unfamiliar settings, essentially illustrating a system that evolves asContinue readingWhat I Read: Adaptive LLMs

What I Read: impossible languages

By Andrew Fairless on April 23, 2025January 18, 2025

https://www.quantamagazine.org/can-ai-models-show-us-how-people-learn-impossible-languages-point-a-way-20250113/ Can AI Models Show Us How People Learn? Impossible Languages Point a Way.Ben Brubaker1/13/25 11:00 AM “Certain grammatical rules never appear in any known language. By constructing artificial languagesContinue readingWhat I Read: impossible languages

What I Read: Age of Data

By Andrew Fairless on April 14, 2025January 5, 2025

https://amatria.in/blog/ageofdata The end of the “Age of Data”? Enter the age of superhuman data and AIXavier AmatriainDecember 24, 2024 “This post will argue that the age of data is farContinue readingWhat I Read: Age of Data

What I Read: Debate, AI

By Andrew Fairless on March 3, 2025November 16, 2024

Debate May Help AI Models Converge on Truth Debate May Help AI Models Converge on TruthStephen OrnesNovember 8, 2024 “Letting AI systems argue with each other may help expose whenContinue readingWhat I Read: Debate, AI

What I Read: LLM Agents in Production

By Andrew Fairless on December 17, 2024December 16, 2024

https://www.zenml.io/blog/llm-agents-in-production-architectures-challenges-and-best-practices LLM Agents in Production: Architectures, Challenges, and Best PracticesAlex Strick van LinschotenDec 9, 2024 “Taken together, the LLMOps case studies paint a picture of a technology that is atContinue readingWhat I Read: LLM Agents in Production

What I Read: Open-endedness, Agentic AI

By Andrew Fairless on November 13, 2024August 25, 2024

https://press.airstreet.com/p/open-endedness-is-all-well-need Open-endedness is all we’ll need: On “Agentic AI”Air Street Capital, Nathan Benaich, and Alex ChalmersAug 15, 2024 “Agentic systems offer the promise of agents – a software system thatContinue readingWhat I Read: Open-endedness, Agentic AI

Tag: artificial intelligence