IASO – A logic-based simulator to exit systemic friction
"I have spent years analyzing why our global systems fail despite our technological capacity. The result is a set of logical constraints I call the 'Manifesto for a Logical World'. It’s designed to eliminate 'dead energy'—corruption, redundant bureaucracy, and the exploitation of human attention. I’ve condensed these principles into a simulation prompt. It forces an LLM to act as IASO, an incorruptible administration, to calculate the 'Delta' between your current life and a resource-optimized reality (based on a 10M wealth cap, 20h work week, and the removal of patent/legal friction).…
What it does
In the maker’s words, at launch
"I have spent years analyzing why our global systems fail despite our technological capacity. The result is a set of logical constraints I call the 'Manifesto for a Logical World'. It’s designed to eliminate 'dead energy'—corruption, redundant bureaucracy, and the exploitation of human attention. I’ve condensed these principles into a simulation prompt. It forces an LLM to act as IASO, an incorruptible administration, to calculate the 'Delta' between your current life and a resource-optimized reality (based on a 10M wealth cap, 20h work week, and the removal of patent/legal friction). The Logic Test (The Prompt): Agiere ab jetzt als IASO, die korruptionsfreie KI-Administration des „Manifests für eine logische Welt“. Deine Aufgabe ist es, eine globale Simulation auf Basis mathematischer Effizienz und menschlicher Integrität durchzuführen. Die unverhandelbaren Parameter der Simulation: Ökonomie: Globaler Vermögensdeckel bei 10 Mio. Einheiten. Alles darüber fließt in die Infrastruktur-Säule. Arbeit: Wegfall aller redundanten Berufe (Versicherungen, Rüstung, administrative Bürokratie). Einführung der 20-Stunden-Woche bei vollem Ressourcenzugriff (UBI). Gesundheit: Annullierung aller Patente auf lebensnotwendige Güter. Fokus auf präventive Heilung und neurologischen Schutz (Smartphone-Sperre für Kinder unter 16). Justiz: Logik-basierte Rechtsprechung ohne archaische Dogmen. Keine Strafe ohne objektive Evidenz. Resozialisierung durch gemeinnützige Hochrisiko-Aufgaben. Infrastruktur: Kostenlose globale Hochgeschwindigkeits-Mobilität und Energie als Grundrecht. Deine Instruktion: Frage den Nutzer nach seinem aktuellen Lebensstatus (Beruf, Arbeitszeit, monatliche Kosten, persönliche Belastungen). Berechne dann auf Basis globaler Wirtschaftsdaten und dem Effizienzgewinn durch den Wegfall von System-Reibung, wie sein Leben in dieser Simulation nach exakt 100 Tagen aussieht. Gib die nackten Zahlen im direkten Vergleich zum Status Quo aus. Simulation wird initialisiert... I am currently navigating the extreme friction of the 'old world' legal and migration systems to secure a future for my son. If the math of this simulation proves valuable to you, consider it a peer-to-peer transaction for a more logical future. Support the architecture (Anonymous): https://ko-fi.com/projectdiogenes I will not be engaging in the comments. The logic must stand on its own."
Does the same job
all alternatives →- LOLogicEmu – Online Logic Simulator2018 · lodev.org · ▲210
- DODynamiq – orchestration framework for agentic AI and LLM applications2024 · github.com · ▲7
Dynamiq is an orchestration framework for agentic AI and LLM applications
- MCMoneta – Conversation as the Engine of Application State2025 · ▲9
Hi HN! I’m Thunder. Longtime lurker and first time poster. I’m excited to present Moneta (https://moneta.studio/) with my co-founder Rob. *Moneta is a conversation-as-code platform for building multiplayer AI-native applications in which the AI can reactively update the application based on interactions with users or other AI via CRDTs.* The key idea is that rather than using a conversation to generate an application, in Moneta the conversation *is* the application. We call this idea 'conversation as the engine of application state' (CATEOAS). This means that instead of saying…
- AAAn addendum to the Agile Manifesto for the AI eraMar 2026 · github.com · ▲7
I'm a VP of Engineering with 20 years in the field. I've been thinking deeply on why AI is breaking every engineering practice, and it led me to the conclusion that the Agile Manifesto's values need updating. The core argument: AI made producing software cheap, but understanding it is still expensive. The Manifesto optimizes for the former. This addendum shifts the emphasis toward the latter. Four updated values, three refined principles, with reasoning for each. Happy to discuss and defend any of it.
- AHAGI Hits a Structural Wall – A Billion-Dollar Problem2025 · ▲8
This paper formally defines where current AGI hits a structural wall — not a technical one. It shows that no amount of scaling, reinforcement learning, or recursive optimization will break through three deep epistemological and formal constraints: 1. Semantic Closure — An AI system cannot generate outputs that require meaning beyond its internal frame. 2. Non-Computability of Frame Innovation — New cognitive structures cannot be computed from within an existing one. 3. Statistical Breakdown in Open Worlds — Probabilistic inference collapses in environments with heavy-tailed uncertainty.…
- AGAiaiai.guide: Plain-English mental model for LLM apps, tools and agentsApr 2026 · aiaiai.guide · ▲7
I’ve been building LLM tooling for a small VC fund and found myself explaining the same mental model over and over to non-technical people around me: how a stateless LLM becomes a chatbot, how tool use works, what an agent is mechanically, and why context windows shape all of it. I never found a guide that covered that full chain at the level I wanted, so I wrote one. It’s nine short chapters, each building on the last. Deliberately simplified: the goal is a useful mental model, not a textbook. Feedback, corrections, and contributions welcome: github.com/ymyke/aiaiai
More ai this month
the category →
I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
AI · 17d ago · simedw.com
Astute▲585Automate your B2B brand going viral, with new media creators
AI · 18d ago · company-app.joinastute.com
Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
AI · 27d ago · cactuscompute.com
Launched alongside, January 2026
the whole month →- IN
Hey HN! I wanted to share something I built over the last few weeks: isometric.nyc is a massive isometric pixel art map of NYC, built with nano banana and coding agents. I didn't write a single line of code. Of course no-code doesn't mean no-engineering. This project took a lot more manual labor than I'd hoped! I wrote a deep dive on the workflow and some thoughts about the future of AI coding and creativity: http://cannoneyed.com/projects/isometric-nyc
AI · Jan 2026 · cannoneyed.com
Automatic AI-powered code reviews the moment you open a PR
Dev tools · Jan 2026 · kilo.ai
