Open Source Social Media using langchain
Something I want to try but will likely be too lazy to.
Something I want to try but will likely be too lazy to.
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…
Atlantic Canada’s salmon farming industry – primarily in New Brunswick, Nova Scotia, and Newfoundland – uses open-net pen systems that raise Atlantic salmon (Salmo salar) in coastal waters. While this industry provides economic benefits, it also poses significant environmental, ecological, health-related, and social risks. This report presents a scientific, evidence-based overview of these risks, with…
Calculating the Digits of Pi: Benchmarking the Bailey–Borwein–Plouffe (BBP) formula and the Chudnovsky algorithm Don’t judge me; what do you do on a Wednesday night? I asked ChatGPT to spit out some Python code to calculate pi to 1,000 digits. Then asked if it could speed it up. Computing the digits of π (pi) is…
A recent large-scale experiment rigorously compared human performance to that of AI—specifically ChatGPT-4 and Bard—in creative and strategic tasks. In open-ended creative challenges (e.g., describing future societies or inventing novel products), ChatGPT-4 consistently produced responses rated as significantly more creative than those generated by humans. Although humans using AI assistance (HumanPlusAI) improved their creative output…
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,…