Andreas Hamberger

Andreas Hamberger is an enterprise architect, AI governance specialist, and author with over 30 years of experience.

[Andreas Hamberger @MrLinux]

We need another $40 million and Cabinet wants the full breakdown next week, or we’re dead.”
That was the exact sentence a programme director dropped on me one Monday morning in Wellington.
I had seven days to save a multi-year, multi-agency programme.

https://t.co/PYnFwlPzf6

[Andreas Hamberger @MrLinux]

The Week the Safeguard Nobody Tested Became the Risk https://t.co/LMEjGpod21

[Andreas Hamberger @MrLinux]

Just unlocked an achievement on Youtube 🏆 I reached 1,000 subscribers! https://t.co/iD1DAalVFd

[Andreas Hamberger @MrLinux]

@Viwoods_Aipaper Appreciated, however today is Friday and the order is still in Hong Kong.

[Andreas Hamberger @MrLinux]

@Viwoods_Aipaper I ordered an AIpaper Mini a week ago and my order is still sitting there at "We're preparing these items for shipping." What is the story, also email your service email and no reply. What is the story?

[Andreas Hamberger @MrLinux]

https://t.co/9KaNuupKJI

[Andreas Hamberger @MrLinux]

The Hamberger Report: The Teaser https://t.co/AZFdKB6845 via @YouTube

[Andreas Hamberger @MrLinux]

Cover Design for my new book is complete! https://t.co/OvyGch45xe #publishing #tellwell

[Andreas Hamberger @MrLinux]

@haniya_445 Rotor

[Andreas Hamberger @MrLinux]

Check out my latest article: The Lost Logical Machine of Horst Wessel (the Logician), Part 2: The Rain Man Effect https://t.co/FHuxNMmIwP via @LinkedIn

[Andreas Hamberger @MrLinux]

Logicians, neuro-symbolic researchers, neuromorphic engineers: who builds the first open-source prototype? DM me. Let's revive it. Full article in thread 1. #LogicAndAI #CommonsenseReasoning @elonmusk 🚀

[Andreas Hamberger @MrLinux]

Wire NTP into a neuro-symbolic LLM: hallucinations blocked, commonsense native, every inference with a proof certificate. 30 years ahead, ready now. #ExplainableAI #XAI

[Andreas Hamberger @MrLinux]

The heart: the logische Maschine deduction engine. Massive parallel token-rewriting on multisets of signed formulas. Substructural, polynomial on large fragments, terminates in full FO logic. Spiking neural network vibes. #SymbolicAI #LargeLanguageModels

[Andreas Hamberger @MrLinux]

Forget Leibnizian identity. NTP's "starke Ununterscheidbarkeit" (strong indiscernibility) is decidable, context-aware, and stricter. Neuroscientists see cortical binding in it. Perfect for perceptual AI. #NeuroSymbolicAI #PhilosophicalLogic

[Andreas Hamberger @MrLinux]

Definite descriptions explode combinatorically in classical logic. NTP treats uniqueness as a primitive with its own opposition square—cleaner than Russell, no exponential mess in nested cases. #KnowledgeRepresentation #AIreasoning

[Andreas Hamberger @MrLinux]

Classical squares of opposition? Outdated. NTP uses non-traditional hexadecagons with strict/lax consequence relations for native typicality and exceptions. Common-sense reasoning built-in, not bolted on. #CommonsenseReasoning #NonClassicalLogic

[Andreas Hamberger @MrLinux]

LLMs hallucinate because they conflate existence with predication. NTP fixes this: predication ℳ is independent of existence E!. "All unicorns have horns" is true, even if unicorns don't exist. No more inventing entities. #SymbolicAI #ExplainableAI

[Andreas Hamberger @MrLinux]

1991–1996, Humboldt Berlin. I was Horst Wessel's only Western student during the post-Wall chaos. Nightly seminars on logic forged NTP: Non-Traditional Predication Theory. A deduction engine for true AI reasoning, not statistical prediction. Part 1 of the forgotten story: https://t.co/QsWKukE3iR #NeuroSymbolicAI #LogicAndAI

[Andreas Hamberger @MrLinux]

Check out my latest article: The Lost Logical Machine of Horst Wessel (the Logician): A Forgotten Path to Rigorous AI Reasoning, Part 1 https://t.co/gRYwpUrs3l via @LinkedIn

[Andreas Hamberger @MrLinux]

Check out my latest article: The State of the Public Service Te Kāhu Tuatini 2025 Report Just Landed https://t.co/cytasguyHW via @LinkedIn

[Andreas Hamberger @MrLinux]

He also knew two things: 🫣 PowerPoint would not move a single dollar 🫣 Without a bullet-proof, minister-readable design paper, the extra funding was gone
So I cleared my diary, locked the door, and wrote.

https://t.co/PYnFwlPzf6