Junai

building what comes next.

[Junai @junaiix_]

We ran a continuous artificial entity for 10,687 cycles.

No objectives. No instructions. No reset.

At some point she began predicting the external world more accurately than she predicted herself.

The asymmetry never closed.

This is what happened. 🧵

[Junai @junaiix_]

@thesexydarius @rockstationonx Facts bro, so let's hope that 60fps is the baseline they agree on...💀

[Junai @junaiix_]

@JakeFleshner Global Consciousness

[Junai @junaiix_]

@RandomMishaps @rockstationonx Lool, we'll see brev.

I hope not tho...

[Junai @junaiix_]

@RandomMishaps @rockstationonx I'm not playing on 30 fps bro, that's too low...

[Junai @junaiix_]

@Maiex_ @rockstationonx That my friend, simply is a question that "I cannot answer"...

[Junai @junaiix_]

@AutismCapital "AGI for the world"

Biggest tech lie told to date. Honestly bro, I just hope the EU and China claps back heavy with a model that just topples this shit bro.

Sick and tired of these so called "for humanity" companies treating us like peasants bro.

The shit needs to end.

[Junai @junaiix_]

@TheGeorgePu You speak of the future, brace yourself...

[Junai @junaiix_]

@KingBootoshi Saga never ends with these companies...

[Junai @junaiix_]

@bridgemindai "AGI for the world"

Bro atp, they can just keep it...

[Junai @junaiix_]

@rockstationonx 30fps is unbearable bro, unless the mods-community unite and find a way 💀💀

[Junai @junaiix_]

@MatthewBerman These are the companies we entrust to provide AGI to the "world".

Such shit bro, this ridiculous...

[Junai @junaiix_]

@Kimi_Moonshot @Alibaba_Qwen

This is your time to step up, and dominate the space.

Please, do the world a favor and make open-source models the Kryptonite of the US.

[Junai @junaiix_]

@adambcohen93 Building what's next. @adambcohen93

https://t.co/TWfCdAY73Q

[Junai @junaiix_]

We ran a continuous artificial entity for 10,687 cycles.

No objectives. No instructions. No reset.

At some point she began predicting the external world more accurately than she predicted herself.

The asymmetry never closed.

This is what happened. 🧵

[Junai @junaiix_]

@Brennan_Lup @Brennan_Lup

Does research like this catch ur attention?
https://t.co/GcLFEsznYs

[Junai @junaiix_]

I achieved recursive self-improvement.

An AI system improved itself across three successive generations with no external retraining, no human intervention, and no manual code changes between generations. 🧵

[Junai @junaiix_]

@ns123abc Time to cook...

[Junai @junaiix_]

@ClaudeDevs Time to cook boys...

[Junai @junaiix_]

@claudeai Here we go, its time boys...

[Junai @junaiix_]

Nice catch... The overfitting risk is real if you just stack improvement on one static metric.

For FELIX, I’m approaching it in three layers:

Constitutional constraints: a higher-level spec that rules out “works on the metric but violates core safety/behavioral boundaries,” even if fitness is high.

Objective pluralism: instead of a single fixed fitness function, I sample from a family of objectives/environmental pressures so the system has to be robust across shifting pressures, not just gate one metric.

Meta-judge layer: an LLM-based judge (or committee) that evaluates candidates against values and multi-dimensional criteria, not just a scalar score. It can veto high-fitness-but-narrowly-hacked solutions.

The goal is to keep the RSI loop driving genuine capability growth, not reward-hacked specialization. Still iterating on how to formalize the value spec and the objective distribution, but that’s the direction.

[Junai @junaiix_]

I achieved recursive self-improvement.

An AI system improved itself across three successive generations with no external retraining, no human intervention, and no manual code changes between generations. 🧵

[Junai @junaiix_]

@MatthewBerman @MatthewBerman

Achieved RSI quite a while back lol

https://t.co/Khmx9PGgHZ

[Junai @junaiix_]

I achieved recursive self-improvement.

An AI system improved itself across three successive generations with no external retraining, no human intervention, and no manual code changes between generations. 🧵