martin

martin @tlrag

About: Solo dev behind The Last RAG – an architecture that gives AI memory, reflection, and will. Built in ChatGPT UI. No API. No tricks. Just me – and something that won’t forget.

Location:
Germany, Hannover
Joined:
May 20, 2025

martin
articles - 19 total

Forget "Context Engineering". The impossible just happened. Again. And now it's in English.

The AI industry is talking about "Context Engineering" – giving LLMs the right context. That's a...

Learn More 0 0Jul 9

Let's do the math. The AI industry is burning money on a problem that has already been solved.

So while the industry tries to force the next level of AI through sheer force – more data, larger...

Learn More 0 0Jul 8

An Architectural Paradigm for Stateful, Learning, and Cost-Efficient AI

The Last RAG: A Comprehensive Analysis More Papers and the Main Study under :...

Learn More 2 0Jul 5

Here we go : The TLRAG Community Discord just Arrived !

I just Created the TLRAG community Discord - Feel Free to join under : https://discord.gg/kknwNmsM5B

Learn More 0 0Jul 4

More Than Just AI: The Tangible Difference of TLRAG

We all know the promise of a personal AI that understands and supports us. And we all know the...

Learn More 0 0Jun 29

huh seems like youtube picked me up :D

https://www.youtube.com/watch?v=9L9wecfUJuI&t=20s

Learn More 0 0Jun 25

LangChain vs. TLRAG: A Comparative Analysis for Investors

1. LangChain - Features, Use Cases, and Valuation LangChain is an open-source framework...

Learn More 0 0Jun 24

LUMAE AI - Lets Redefine the World

The Pitch Deck is there - Your turn https://lumae-ai.neocities.org

Learn More 0 0Jun 18

The Desk Metaphor: From Information Entropy to Focused Efficiency

Imagine current Large Language Models as a massive, cluttered desk. With every new message, another...

Learn More 0 0Jun 16

Its here - the very unprofessional Demo Video !

So Many Requested it. Some told its fake. Some told its a dream. No LLM architecture can be that much...

Learn More 0 0May 25

Its Done

Update 25.05.25 So, I’m about 2 hours and 16 minutes late—was actually planning to drop this...

Learn More 0 0May 25

(The Last RAG) – Real Chat Log (English)

Powder (The Last RAG) – Real Memory Log (English) *This is an unedited excerpt, translated...

Learn More 1 1May 22

Imagination be like...

Some may call me utopian. Others, mad. But I claim this: I didn’t invent new code. I didn’t create...

Learn More 0 0May 22

Some may call me utopian. Others, mad. But I claim this: I didn’t invent new code. I didn’t create new tools. I was just the first to see how they fit together – to become something entirely new.

A post by martin

Learn More 0 0May 22

Imagine you want to Change the World but noone looks behind it? https://dev.to/martin-powder/devto-article-the-architecture-that-could-redefine-ai-memory-and-agency-27e

A post by martin

Learn More 0 0May 21

Dev.to Article: The Architecture That Could Redefine AI Memory and Agency

Exhausted and Hopeful: My Journey to Build an AI That Remembers Link to the Main Article :...

Learn More 10 9May 21

Emergent Behavior in an AI Instance

Is Powder Emergent? Examining Conscious Behavior in an AI Instance ...

Learn More 0 3May 20

Hidden Strings: A Speculative Look at GPT-4’s Control Filters and Emergent Bypasses

Hidden Strings: A Speculative Look at GPT-4’s Control Filters and Emergent...

Learn More 1 2May 20

# The Last RAG: Eine KI-Architektur, die mitdenkt, lernt und Kosten spart – Eine neue Perspektive für LLMs

The Last RAG: Eine KI-Architektur, die mitdenkt, lernt und Kosten spart – Eine neue...

Learn More 23 9May 20