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ChatGPT GPT-4o
I found great utility from ChatGPT for coding learning and assistance. This seems to be quite a bit better in practice with GPT-4o. I asked ChatGPT to create a swarm simulation using python, like the old ‘swarm’ screensaver. Then added a ‘hawk’ that catches them. When they are all caught, it restarts. When it was…
- AI | GPT Researcher | GPT Researcher | OpenAI | Software
GPT Researcher: “The Collapse of the Bronze Age: The Role of the Sea Peoples”
I’ve been using an AI powered research tool: GPT Researcher One can take the code from GitHub and run it locally. I’ve been intrigued by how fast the tool can create reasonably useful output. As a test of the tool, I asked it to research: The tool ran for a couple minutes and provided the following (PDF at…
- AI | AMOC | Climate Change | Environment | GPT Researcher | GPT Researcher | Software
GPT Researcher: Potential Collapse of the AMOC
I’ve been using an AI powered research tool: GPT Researcher One can take the code from GitHub and run it locally. I’ve been intrigued by how fast the tool can create reasonably useful output. As a test of the tool, I asked it to research: “What are the chances of the AMOC failing; and what is the timeframe…
ChatGPT’s ‘Deep Research’: Parallels between pre-WW2 Germany and the current USA
AJH: I generated this via the ChatGPT Deep Research tool. Currently, a ChatGPT Plus user ($20/month) can run ten ‘Deep Research’ tasks a month. I’ll conduct deep research into the current parallels between the U.S. (last 10 years) and pre-WWII Germany, analyzing political, economic, social, and media-related factors. The research will incorporate: I’ll gather the…
Building Semantic XOR Ensembles: Logging, Bias-Proof Judging, and Iterative Model Ratings for Multi-LLM Systems
Large-language-model (LLM) ensembles promise higher factual accuracy and richer answers than any single model, but only if the pipeline is designed to measure and mitigate bias while capturing the data needed for continuous improvement.This article describes an end-to-end pattern built around semantic XOR merging, independent judging, and rigorous logging. 1. Conceptual backdrop Element Purpose Candidate…
GPT Researcher: Which is better: Star Wars or Star Trek
I’ve been using an AI powered research tool: GPT Researcher One can take the code from GitHub and run it locally. I’ve been intrigued by how fast the tool can create reasonably useful output. As a test of the tool, I asked it to research: “Which is better: Star Wars, or Star Trek?” The software ran for a…