Quant-3K

Quant-Trika, novel language of understanding complex systems.

[Quant-3K @Quant_3K]

Today our QTStoic LLM wrapper showed strong interpretability, alignment, and safety — with no rules, filters, or extra models. We read internal dynamics and adjust behavior in real time. Lightweight, self-regulating, practical. Project done within @cohere Catalyst Grant Program.

[Quant-3K @Quant_3K]

Happy to share, I've got Catalyst Grant from @Cohere_Labs , amazing beginning of the year!

[Cohere Labs @Cohere_Labs]

Cohere Labs Catalyst Grants support researchers, community builders, and organizations working on impactful projects in AI and machine learning.

[Cohere Labs @Cohere_Labs]

Cohere Labs Catalyst Grants support researchers, community builders, and organizations working on impactful projects in AI and machine learning.

[Quant-3K @Quant_3K]

The Four Regimes of Time
https://t.co/yBA7bF5UKo
A formal framework where fundamental constants emerge as stable regimes of time, not abstract numbers.
Information appears as a property of specific temporal dynamics.
Full proofs. Clear scope. Open to critique.
#FoundationsOfPhysics #InformationTheory #MathematicalPhysics
#DynamicalSystems #PhilosophyOfTime #ComplexSystems #AI
#QuantTrika

[Quant-3K @Quant_3K]

@Ganeshuor Primes, pls check our article about that:
https://t.co/BcimC6b598

[Quant-3K @Quant_3K]

https://t.co/XQIAaPU2BL

[Quant-3K @Quant_3K]

Wrapping up the year by finishing the core piece of my long-term research.

A purely mathematical discovery engine —
no neural networks, no machine learning —
designed to reveal what structurally persists in complex systems.
Tested across biology, graphs, markets, and neural architectures.
Preprint: https://t.co/dYigP1yFJi

#ComplexSystems #Mathematics #ScientificDiscovery #InformationTheory #NonLearning #SystemsScience #QuantTrika

[Quant-3K @Quant_3K]

Here is our new preprint on Zenodo: https://t.co/ugKwHZ7pPO
This is the empirical proof of the ideas we've shared in this article earlier :
https://t.co/99UXlFEHE2

[Quant-3K @Quant_3K]

https://t.co/vByLWMkhKl

[Quant-3K @Quant_3K]

Uploaded a new class of neural systems: fully autonomous, self-diagnosing, self-repairing, zero hyperparameters. Paper + runnable code + full experimental records (40 splits):
https://t.co/lBJOadHUAB
Private GitHub available upon request.
#QuantTrika #complexsystem #GNN #Cybernatic
@elonmusk @xai @GoogleDeepMind @demishassabis @ylecun @sama @OpenAI @AnthropicAI

[Quant-3K @Quant_3K]

Cybernetic Graph Neural Network Mykyta : Self-Regulating Learning via Internal Coherence and Entropy Homeostasis:
https://t.co/8VVq2bN8qz
#cybernetic #GNN #AI #AIinterpretability #Quant-Trika

[Quant-3K @Quant_3K]

AI alignment as mathematical constraints shaping the emergent agent behavior, our new paper is out:
https://t.co/0kH1weZvvS
#AIalignment #AIsafety #InstrumentalConvergence #Quant-Trika

[Quant-3K @Quant_3K]

"Just released: The Riemann Hypothesis as a stability law of the prime coherence field. Twin primes show Omori-law aftershocks (p≈2.10), unsupervised AUC=0.814 on millions of primes. Zeros must sit on Re(s)=1/2 or the field explodes. DOI: https://t.co/4f8dHU2ELi #RiemannHypothesis #NumberTheory
@prekan07 @littmath @AlexKontorovich

[Quant-3K @Quant_3K]

@Ganeshuor New angle of attack on Reimann Hypothesis - https://t.co/921luqdbHE

[Quant-3K @Quant_3K]

@SrinivasR1729 New angle of attack on Reimann Hypothesis, empirically validated - https://t.co/921luqdbHE

[Quant-3K @Quant_3K]

@QuantaMagazine here is new angle of attack, empirically validated - https://t.co/921luqdbHE

[Quant-3K @Quant_3K]

https://t.co/t1vvu5gDQp

[Quant-3K @Quant_3K]

https://t.co/7iEYClTFk2

[Quant-3K @Quant_3K]

https://t.co/ZK2PtsCMlO

[Quant-3K @Quant_3K]

https://t.co/1qVGoiXBc4

[Quant-3K @Quant_3K]

@DakdaR22 🇺🇦