AI | ChatGPT | OpenAI | Photography

ChatGPT GPT: PhotoFocus

ByAdrian Hensler November 13, 2023November 18, 2023

ChatGPT introduced ‘GPTs’. I made one to answer photography questions.

PhotoFocus GPT

You do have to be a ‘ChatGPT Plus’ user.

AI | GPT Researcher

Comparative Analysis of Political Party Platforms in the November 2024 Nova Scotia Provincial Election
ByAdrian Hensler November 23, 2024November 23, 2024

Here is an AI generated podcast via https://notebooklm.google.com/ using content generated with GPT-Researcher. Audio podcast: PDF:

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AI | ChatGPT | Code

ChatGPT GPT-4o
ByAdrian Hensler May 13, 2024May 21, 2024

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…

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AI | Code | Python

Building Semantic XOR Ensembles: Logging, Bias-Proof Judging, and Iterative Model Ratings for Multi-LLM Systems
ByAdrian Hensler June 15, 2025June 15, 2025

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…

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AI

Maximal Data Extraction: Open-Source Tools That Go Deep
ByAdrian Hensler June 12, 2025June 12, 2025

If your goal is to extract everything possible from documents – text, metadata, layout, embedded objects, and even inferred insights using AI – then a simple PDF-to-text tool won’t cut it. You need a multi-pass, layered pipeline that combines traditional parsers with advanced AI models. This document outlines the most capable open-source tools available today,…

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AI | ChatGPT | OpenAI

ChatGPT’s ‘Deep Research’: Parallels between pre-WW2 Germany and the current USA
ByAdrian Hensler March 6, 2025

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…

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AI | ChatGPT

ChatGPT Deep Research – April 20th update: Canadian Federal Election 2025: Outlook and Analysis
ByAdrian Hensler April 20, 2025April 20, 2025

Earlier this month I ran a ChatGPT Research task to review the election status. I ran it again to update it; here is the output. “Great — I’ll run a deep research pass focused on the 2025 Canadian federal election, building on earlier findings to identify new inflection points, updated polling, and whether the projected…

Read More ChatGPT Deep Research – April 20th update: Canadian Federal Election 2025: Outlook and Analysis

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