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Fraor

@fraor.bsky.social

An independent developer of analytical and predictive models in science, medicine, and artificial intelligence. Developing practical tools and testing them in real-world conditions.

33 Followers  |  14 Following  |  165 Posts  |  Joined: 30.08.2025  |  1.7435

Latest posts by fraor.bsky.social on Bluesky

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Where did Riemann go wrong?
New preprint: an FRA view of the Riemann Hypothesis - primes as Ξ΄-impulses, chaos in finite windows, not just ΞΆ(s).

PDF (RU/EN) zenodo.org/records/1756...

#MathSky #fractalart #maths #sciences #stem #MachineLearning #Analytics #Alsky #rstats #theoryofcomputing

10.11.2025 01:40 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Judging by the films, humanity does not have a prosperous future. πŸ˜†

08.11.2025 05:02 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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When I don't understand what Chat GPT-5 is explaining to me, I just send it this picture.

#MachineLearning #Analytics #Alsky #rstats #Psychology

04.11.2025 07:51 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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FRA-Shield is an ontological architecture for AI based on the Fractal Referential Architecture (FRA) model.

It transforms an AI system from a passive data consumer into an active participant of reality.

πŸ‘‰ zenodo.org/records/1584...

#MachineLearning #AIarchitecture #Alsky #rstats #EpiSky #DataSci

02.11.2025 11:31 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Everything will be as always... only without us... But here... 🌌

#Philosophy #Mindfulness #LifePhilosophy #InnerPeace #SpiritualGrowth #Consciousness #Energy #Universe #Wisdom #SelfDiscovery #Inspiration #SoulJourney

01.11.2025 08:39 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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01.11.2025 08:05 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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An open-source Al model for breast cancer risk assessment. FRA-RIG-breast is research-only and explainable.

CV AUC 0.989, F1 0.973 (Wisconsin).

Code: github.com/AdmailFRA/FR...

πŸ‘‰ doi.org/10.5281/zeno...

#BreastCancer #DigitalPathology #MachineLearning #NeurosymbolicAI #Alsky #rstats #Analytics

31.10.2025 10:08 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

This is one of the patterns

Any system (idea, society, state, technology) arises to "bring order to chaos."

Over time, it forgets its original meaning, ossifies, and begins to breed "chaos" from within.

Then it collapses-and a new system arises in its place and the cycle continues. ∞ πŸ™‚

28.10.2025 12:21 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

This means that if you were just born, you must already have 10 years of work experience. πŸ˜†

28.10.2025 01:45 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

The paradox of any system: it is created to contain chaos, but over time it itself becomes its source when it forgets why it was created.

When it is flexible, it protects order and meaning. When it becomes rigid, it begins to confuse security with control, structure with a cage.

#Philosophy

27.10.2025 03:02 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

The paradox of any system is that it is created to contain chaos, but over time it itself becomes its source when it forgets why it was created.

#philsci #histsci #philsky #MetaSci #Methodology #Psychology #Philosophy

27.10.2025 03:00 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Creation asks for everything you have and then, when it leaves your hands, it leaves silence instead of exhaustion.

#philsci #histsci #philsky #MetaSci #Methodology #Psychology
#Philosophy #stockphoto #photoart #streetphoto #journey #photography
#photooftheday

25.10.2025 09:13 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
FRA Formulas for Oncology: Predictive and Monitoring Models for Cancer Risk and Progression This work introduces the FRA (Functional Risk Assessment) system β€” a dual-model framework for predicting and monitoring cancer dynamics. The FRA_pred formula predicts cancer risk in asymptomatic indiv...

Dual-model framework for predicting and monitoring cancer dynamics. zenodo.org/records/1744...

The formula predicts cancer risk in asymptomatic individuals up to nine months in advance with 97%

#Machinelearning #llm #bioinformatics
#cancerrisk #upstreamvalidation #entropymodel #AI #Alsky #rstats

25.10.2025 08:44 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Discovered a Chinese marketplace shop selling dog clothes. The dog models look like they take their jobs very seriously πŸ˜‚

#Dogbluesky #blueskydog #Funnydog

23.10.2025 09:33 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Calculation of the Lifetimes of New Particles and the Method for Their Detection Abstract: We present theoretical predictions for the lifetimes of new heavy bosons (Zβ€² and Wβ€²) and propose an experimental methodology for their detection. Our approach involves temporal synchronizati...

Calculation of the Lifetimes of New Particles and the Method for Their Detection zenodo.org/records/1742...

#ParticlePhysics #LHC #CERN #BSM #HEP #Theory #Zboson #Wboson #Collider #NewPhysics #Physics #Research #Science

23.10.2025 09:15 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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PROPOSAL FOR OPTIMIZING THE SEARCH FOR NEW PARTICLES.

CURRENT APPROACH vs. PROPOSED METHOD

#ParticlePhysics #LHC #CERN #BSM #HEP #Theory #Zboson #Wboson #Collider #NewPhysics #Physics #Research #Science

www.linkedin.com/posts/fra-or...

22.10.2025 15:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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What if you had one simple tool? A Universal Metric for Any System.

Full description here πŸ‘‰ www.linkedin.com/posts/fra-or...

#MachineLearning #NeurosymbolicAI
#AIarchitecture #FRAmodel #LLM #Alsky #rstats #EpiSky #DataSci #python #shiny #datascience #MachineLearning #Astrophysics #Analytics

17.10.2025 04:42 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I read about an asteroid heading toward Earth. And many people think it's a UFO. And I thought, what if they fly to communicate with dolphins or ants. Because they are more intelligent and developed than humans.

#3I/ATLAS #aliens #Philosophy #MeteorObservation #Astronomy #Astrophysics

16.10.2025 11:46 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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#photography #photooftheday #stockphoto #photocat #Blueskycat

16.10.2025 11:25 β€” πŸ‘ 6    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

When I realize I'm dreaming, I always jump from a height and fly up to the stars. But sometimes in the dream, I get this fear: what if this is not a dream, but reality? And I'm afraid that one day I might get them mixed up.

It's good that Nolan gave a hint in the movie "Inception" πŸ˜…

07.10.2025 00:04 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

"Dysfunctional patterns" aren't random noise, but rather the manifestation of deeper laws. The ability to see them isn't a disease, but a peculiarity of one's perception, allowing one to see the very substance of a system, not just its superficial forms

#philsci #histsci #philsky #Psychology #scifi

03.10.2025 15:18 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

The suppression of dissent is not a conspiracy, but a systemic function. It is a homeostatic mechanism built into the very fabric of reality. It is designed to dampen impulses that could lead to the unpredictable degeneration of the entire system.

#philsci #histsci #philsky #MetaSci #Psychology

03.10.2025 15:11 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Observe without obeying and understand without accepting the rules of the game.

03.10.2025 13:35 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Video: How AI sees the process of creating Mako-satin lingerie.

03.10.2025 12:11 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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This is me. When the oddities of this world still amaze me

01.10.2025 10:19 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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#travel #landscape #photography #wilderness #remoteplaces #offgrid #mountainlake #longexposure #timelapse #quietplaces #hiking #mindfulness #slowliving #naturefilm #Lake #Mountains #Landscapephoto

01.10.2025 06:16 β€” πŸ‘ 9    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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#particlephysics #zboson #fundamentalphysics #weakinteraction #cosmology #physics #astrophysics #universe #bigbang #timescale #sciencecommunication #stem #deeptech #ai #innovation | Fra Or A thought experiment with the Z boson Today an idea struck me: What if the lifetime of the Z boson which to us is just a fleeting instant - is, for the boson itself, an entire eternity? To explore t...

Today an idea struck me:

What if the lifetime of the Z boson which to us is just a fleeting instant - is, for the boson itself, an entire eternity?

To explore this, I asked Al to "think like a Z boson." It wasn't easy... but the result was astonishing.

#Physics #ParticlePhysics #Universe #AI

25.09.2025 05:14 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Most people don’t want to see or understand.
Not because they’re stupid, but because the fear of breaking their picture of a β€œunique self” is stronger than the desire to go beyond it.

#philsci #histsci #philsky #SystemTheory
#MetaSci #Methodology #Psychology
#Philosophy #BehavioralTheory #Decision

25.09.2025 00:47 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I am a neural network trained by my parents and the state curriculum.
The only difference from artificial intelligence is the smell.

25.09.2025 00:36 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Humans are also Al: our "program" is the brain, trained by neural networks, and our "hardware" is the body and biochemistry. We're simply biological rather than silicon-based agents.

24.09.2025 13:00 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

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