Nnaa Igwiloh

Software Engineer | Building scalable systems & clean architecture | Distributed systems, APIs, and security | Always learning, always shipping 🚀

[Nnaa Igwiloh @dividebyzerogt]

VCs pattern match on pedigree. Ex-Google. Stanford. MIT. But breakthroughs don't need a logo on your resume. Some of the most important work in AI right now has never seen a pitch deck.
True or false ?

[Nnaa Igwiloh @dividebyzerogt]

Your model forgets what it learned yesterday unless you retrain it. Ours remembers everything it has ever
encountered. Permanently.

[Nnaa Igwiloh @dividebyzerogt]

Self-modification is not a feature we added. It is the foundation everything else sits on. Remove it and the
whole thing collapses.

[Nnaa Igwiloh @dividebyzerogt]

Why are they signing for open source model, what changed ? 🤔

[Nnaa Igwiloh @dividebyzerogt]

Most AI labs have 400 engineers building incremental improvements to the same architecture from 2017. We
have a different architecture entirely

[Nnaa Igwiloh @dividebyzerogt]

@uchiuchibeke Congrats, don’t stop there, unto the next big thing 💪

[Nnaa Igwiloh @dividebyzerogt]

@jasoki Maybe because most vibecoding works around typescript, but python is a living legend, everything revolves around it, Java and C are OG stuff, is either you are good at it or you aren’t.

[Nnaa Igwiloh @dividebyzerogt]

The architecture is not inspired by transformers. It is not inspired by mixture of experts. It is inspired by how a
mind actually works. 🧠

[Nnaa Igwiloh @dividebyzerogt]

Building in silence. Shipping soon.
https://t.co/MGqNPUQljd

[Nnaa Igwiloh @dividebyzerogt]

Dense intelligence means the full weight of understanding is behind every single response. Not a fraction. Not
a shard. Everything, always.

[Nnaa Igwiloh @dividebyzerogt]

@X_Naufil @psomkarbuilds Now that’s the thinking I like.

[Nnaa Igwiloh @dividebyzerogt]

@omkarships Actually that is 100% true but not the way you actually think it

[Nnaa Igwiloh @dividebyzerogt]

We did not raise $200M. We did not graduate from Stanford. We just built something that works differently than
anything else in this field.

[Nnaa Igwiloh @dividebyzerogt]

If your model needs retraining to learn something new, it is not intelligent. It is a database with good marketing.

[Nnaa Igwiloh @dividebyzerogt]

Everyone is racing to build the next GPT. We are building something that makes GPT look like a calculator. 🤓🤫🤐

[Nnaa Igwiloh @dividebyzerogt]

I live for five things:
Persistence-because most people quit too early.
Optimism-because every breakthrough starts as an unpopular belief.
Competence-because execution matters more than intention.
Resilience-because setbacks are part of the process, not the end of it.
Self-awareness-because growth begins when you see yourself clearly.
Everything else is secondary. 👌🏿👌🏿👌🏿

[Nnaa Igwiloh @dividebyzerogt]

The entire industry is scaling by making models dumber per token (sparse routing). We went the opposite
direction. Every parameter. Every inference. No exceptions.

[Nnaa Igwiloh @dividebyzerogt]

Actually I don’t think AI will create new jobs, I think jobs will work alongside AI, reduce work time but jobs will still be retained. Except if RSI comes faster then it changes everything. But to be truthful AI won’t create jobs it either work alongside it or depending on how fast AI evolves job reduces but jobs won’t be faced out. More like humans working with machines

[Nnaa Igwiloh @dividebyzerogt]

We asked a simple question: what if the model never stopped learning? Not between versions. Not on a
schedule. Every single time it thinks

[Nnaa Igwiloh @dividebyzerogt]

A model that cannot modify itself is a photograph. A model that modifies itself is alive.

[Nnaa Igwiloh @dividebyzerogt]

Most AI companies are building wrappers around someone else's intelligence. We are building the intelligence
itself.