Blog

From Task Graphs to Local Folders: Designing an Agentic Codebase Builder

2026-03-16 21:31:18
Designing an LLM-assisted, MAPF-aware, multi-agent planning system that can reason about tasks, coordinate developer agents, and write whole software codebases into local project folders.
agentic code generation multi-agent software engineering LLM planning system MAPF codebase coordination autonomous repository builder verified agentic coding code generation repair loop local folder codebase automation

From Traffic Collisions to Shipwreck Prevention: The Rise of Quantum-Inspired Safety AI

2026-03-15 01:42:40
Using advanced AI simulations for road traffic safety intelligence, predicting car accidents in real life, shipwreck risks, and airplane crash precursors through entropic quantum intelligence.
AI traffic safety intelligence car accident prediction AI entropic quantum intelligence shipwreck prediction AI airplane crash prediction predictive safety simulation quantum-inspired transportation AI safety intelligence systems

RTG-Powered Scooters: Decades of Ride Without Refueling

2026-03-03 12:57:43
As of early 2026, the compact radioisotope thermoelectric generators powered scooters are on the minds of young engineers. Concepts like biologically inspired regenerative tires and high-temperature self-repairing brakes are advancing in labs and space programs. The real question is... whether regulation, costs, and public acceptance will allow them on everyday streets.

Kink Instabilities in Fusion Plasmas: Strategies for Stable High-Beta Operation

2026-02-28 08:49:47
A blog for reviewing Kink Instabilities with Fusion Reactors and their potential resolutions.
fusion kink LLM beam doppler kinkinstabilities nuclear reactor

Times Square, 6:30 PM Friday: A Turquoise-Zone Autonomy Stress Test

2026-02-28 08:13:44
How can humans and automous vehicles work together to reduce the real world effect of traffic induced stress? Can vehicles like Tesla with their Full Self Driving configurations nudge humans into relaxing while on the road to reduce or completely eliminate traffic accidents due to rush hour?
tesla fsd autonomy rushhour llm

Leveraging Large Language Models in Antivirus Defense: Harnessing Quantum Entropic Gain for Next-Generation Threat Mitigation

2026-02-28 08:03:58
This blog post delves into the arcane interplay of LLMs and antivirus engineering, weaving in rigorous mathematical formulations to illuminate how entropic measures can amplify detection efficacy.
infosec llm pennylane simulations redteam opsec

Post-Quantum Encryption in Chain-Validated Publishing: Securing the Non-Local Multiverse

2026-02-28 07:57:24
Can post quantum blogging systems be built today? We look at using python and javascript to engineer encrypted blogs using Kyber (post quantum encryption).
simulations quantum blogging kyber