Introduction The DemosAI Foundation has been a long time brewing. The ever changing land scape of machine learning and global political atmosphere has built the roots what this journey will be foun...

PROJECT HERE: Monad What is MONAD about? Monad or Manifold Oriented Neural Agent Daemon as I jokingly called this hobby project, forcing an LLM to act out, an invisible to it, systems plan. Well t...

Boris in your terminal! PROJECT HERE: BorisCode BorisCode automatically learns from mistakes, plans, critiques, reviews code, reviews security etc. Based on Boris Cherny’s personal CladeCode set...

Prompting for better answers Recently stumbeled upon the study of “Prompt Repetition Improves Non-Reasoning LLMs” https://arxiv.org/html/2512.14982v1, which coincides with my previous work of havin...

What is AGI and why should I care? AGI, or Artificial General Intelligence, is a system that can apply its skills in our real world and navigate it. It uses a world model(s) to do so. This is somet...