Sunday, December 7, 2025
The discussion explores the challenges and implications of using AI coding agents with “irrational” performance measures, emphasizing the need for explicit goal-based frameworks to improve their functionality and alignment with human intentions.
Saturday, December 6, 2025
Snippet of a horse article about where we need robots and what skills they will need.
Thursday, November 20, 2025
Positive experience with Claude Code on the web for a small change, will it offer value for bigger changes??
Planning is offline search.
Planning is offline search.
Planning is…. Yup, it is offline search.
Friday, October 3, 2025
This is about connection - both with a fellow human interested in and articulate about Artifical Intelligence and the connection of the information inputed, processed, and produced. The Information - LLM-as-a-Judge - we chat about the survey paper and how it can be applied to modern AI Applications. There’s a human written blog post, a Youtube video, and a NotebookLM to chat to. Fill your boots :)
Friday, October 3, 2025
Google Meet, Youtube, and NotebookLM make for great research utilities.
Thursday, July 24, 2025
Making AI Theory Testable. There’s a gap between the Agent Function and the Agent Program and what the Agent should do and what it does do. ATDD can help bridge this. Here I detail how.
Saturday, July 19, 2025
An initial free dive into Agentic Meta-cognition, using an element of Self-Reflection to be aware of what it knows and apply it in a utilitarian fashion.
Sunday, June 29, 2025
A very interesting paper on Critical Thinking in an LLM (or lack thereof) Our study investigates how language models handle multiple-choice questions that have no correct answer among the options. Unlike traditional approaches that include escape options like None of the above (Wang et al., 2024a; Kadavath et al., 2022), we deliberately omit these choices to test the models’ critical thinking abilities. A model demonstrating good judgment should either point out that no correct answer is available or provide the actual correct answer, even when it’s not listed.
Friday, June 27, 2025
I wish I had time to finish: my research on the Evolution of Probalisitic Reasoning in AI Particularly Dempster-Shafer and Bayesian Networks How LLMs and Bayesian networks can be used for Risk Management create an youtube/insta/tiktok vid for my latest post on LLM Agent But I don’t!! So this is me putting it to one side…
Thursday, June 26, 2025
Building a Self-Consistency LLM-Agent: From PEAS Analysis to Production Code - a guide to designing an LLM-based agent.
Friday, May 16, 2025
“[IA Series 3/n] Intelligent Agents Term Sheet” breaks down essential AI terminology from Russell & Norvig’s seminal textbook. Learn what makes agents rational (or irrational), understand different agent types, and follow a structured 5-step design process from environment analysis to implementation. Perfect reference for AI practitioners and students. Coming next: how agents mirror human traits. #ArtificialIntelligence #IntelligentAgents #AIDesign
China’s first heterogenous humanoid robot training facility
During the first phase of the project, the robots will be trained with approximately 45 atomic skills such as grasping, picking, placing and transporting
A single action may need to be repeated up to 600 times a day by a data collector for the robots to learn from
10 key scenarios, including industrial, domestic, and tourism services
It is expected that the collection of over 10 million real-machine data entries will be achieved within the year
Sunday, March 16, 2025
define actions by Promise Theory train multiple neural nets to classify an action for a given input (train them differently to spice things up) take an environment for the agents to operate in (e.g. a 3d maze where collaboration is needed to escape) bind the agents interactions with a healthy dose of the wave collapse algorithm
Thursday, February 13, 2025
Had a nice exchange about Agency with Paul Burchard on LinkedIn this morning. My thinking goes towards Agency being a secondary characteristic, definition even, of what we see as a result of senses, perception, intelligence, and consciousness. Those primary characteristics are from the Buddhist 5 Aggregates (physical form, senses, perception, mental activity, and consciousness). It was a great exchange, helped me clarify and link my thinking to yesterday’s post on the Perceptron.
Friday, September 20, 2024
Monday, June 24, 2024
My initial thoughts, expressed via the medium of sport, on agentic behaviours plus friends view, which I think is better (expected as he’s the Basketball player). Jackson is the ethical agent. Pippen is the organizing agent. Harper is the redundant agent. Note: since looking into this I’m not sure agentic is the right term, now thinking of them as simply components of a system.
Thursday, January 25, 2024
Tuesday, January 23, 2024