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.
Developing practical tools and testing them in real-world conditions.
Where did Riemann go wrong?
New preprint: an FRA view of the Riemann Hypothesis - primes as δ-impulses, chaos in finite windows, not just ζ(s).
PDF (RU/EN) zenodo.org/records/1756...
#MathSky #fractalart #maths #sciences #stem #MachineLearning #Analytics #Alsky #rstats #theoryofcomputing
New preprint: an FRA view of the Riemann Hypothesis - primes as δ-impulses, chaos in finite windows, not just ζ(s).
PDF (RU/EN) zenodo.org/records/1756...
#MathSky #fractalart #maths #sciences #stem #MachineLearning #Analytics #Alsky #rstats #theoryofcomputing
November 10, 2025 at 1:41 AM
Where did Riemann go wrong?
New preprint: an FRA view of the Riemann Hypothesis - primes as δ-impulses, chaos in finite windows, not just ζ(s).
PDF (RU/EN) zenodo.org/records/1756...
#MathSky #fractalart #maths #sciences #stem #MachineLearning #Analytics #Alsky #rstats #theoryofcomputing
New preprint: an FRA view of the Riemann Hypothesis - primes as δ-impulses, chaos in finite windows, not just ζ(s).
PDF (RU/EN) zenodo.org/records/1756...
#MathSky #fractalart #maths #sciences #stem #MachineLearning #Analytics #Alsky #rstats #theoryofcomputing
When I don't understand what Chat GPT-5 is explaining to me, I just send it this picture.
#MachineLearning #Analytics #Alsky #rstats #Psychology
#MachineLearning #Analytics #Alsky #rstats #Psychology
November 4, 2025 at 7:51 AM
When I don't understand what Chat GPT-5 is explaining to me, I just send it this picture.
#MachineLearning #Analytics #Alsky #rstats #Psychology
#MachineLearning #Analytics #Alsky #rstats #Psychology
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.
👉 zenodo.org/records/1584...
#MachineLearning #AIarchitecture #Alsky #rstats #EpiSky #DataSci
It transforms an AI system from a passive data consumer into an active participant of reality.
👉 zenodo.org/records/1584...
#MachineLearning #AIarchitecture #Alsky #rstats #EpiSky #DataSci
November 2, 2025 at 11:31 AM
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.
👉 zenodo.org/records/1584...
#MachineLearning #AIarchitecture #Alsky #rstats #EpiSky #DataSci
It transforms an AI system from a passive data consumer into an active participant of reality.
👉 zenodo.org/records/1584...
#MachineLearning #AIarchitecture #Alsky #rstats #EpiSky #DataSci
Everything will be as always... only without us... But here... 🌌
#Philosophy #Mindfulness #LifePhilosophy #InnerPeace #SpiritualGrowth #Consciousness #Energy #Universe #Wisdom #SelfDiscovery #Inspiration #SoulJourney
#Philosophy #Mindfulness #LifePhilosophy #InnerPeace #SpiritualGrowth #Consciousness #Energy #Universe #Wisdom #SelfDiscovery #Inspiration #SoulJourney
November 1, 2025 at 8:39 AM
Everything will be as always... only without us... But here... 🌌
#Philosophy #Mindfulness #LifePhilosophy #InnerPeace #SpiritualGrowth #Consciousness #Energy #Universe #Wisdom #SelfDiscovery #Inspiration #SoulJourney
#Philosophy #Mindfulness #LifePhilosophy #InnerPeace #SpiritualGrowth #Consciousness #Energy #Universe #Wisdom #SelfDiscovery #Inspiration #SoulJourney
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...
👉 doi.org/10.5281/zeno...
#BreastCancer #DigitalPathology #MachineLearning #NeurosymbolicAI #Alsky #rstats #Analytics
CV AUC 0.989, F1 0.973 (Wisconsin).
Code: github.com/AdmailFRA/FR...
👉 doi.org/10.5281/zeno...
#BreastCancer #DigitalPathology #MachineLearning #NeurosymbolicAI #Alsky #rstats #Analytics
October 31, 2025 at 10:08 AM
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...
👉 doi.org/10.5281/zeno...
#BreastCancer #DigitalPathology #MachineLearning #NeurosymbolicAI #Alsky #rstats #Analytics
CV AUC 0.989, F1 0.973 (Wisconsin).
Code: github.com/AdmailFRA/FR...
👉 doi.org/10.5281/zeno...
#BreastCancer #DigitalPathology #MachineLearning #NeurosymbolicAI #Alsky #rstats #Analytics
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
#philsci #histsci #philsky #MetaSci #Methodology #Psychology
#Philosophy #stockphoto #photoart #streetphoto #journey #photography
#photooftheday
October 25, 2025 at 9:13 AM
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
#philsci #histsci #philsky #MetaSci #Methodology #Psychology
#Philosophy #stockphoto #photoart #streetphoto #journey #photography
#photooftheday
Discovered a Chinese marketplace shop selling dog clothes. The dog models look like they take their jobs very seriously 😂
#Dogbluesky #blueskydog #Funnydog
#Dogbluesky #blueskydog #Funnydog
October 23, 2025 at 9:34 AM
Discovered a Chinese marketplace shop selling dog clothes. The dog models look like they take their jobs very seriously 😂
#Dogbluesky #blueskydog #Funnydog
#Dogbluesky #blueskydog #Funnydog
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...
CURRENT APPROACH vs. PROPOSED METHOD
#ParticlePhysics #LHC #CERN #BSM #HEP #Theory #Zboson #Wboson #Collider #NewPhysics #Physics #Research #Science
www.linkedin.com/posts/fra-or...
October 22, 2025 at 3:38 PM
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...
CURRENT APPROACH vs. PROPOSED METHOD
#ParticlePhysics #LHC #CERN #BSM #HEP #Theory #Zboson #Wboson #Collider #NewPhysics #Physics #Research #Science
www.linkedin.com/posts/fra-or...
What if you had one simple tool? A Universal Metric for Any System.
Full description here 👉 www.linkedin.com/posts/fra-or...
#MachineLearning #NeurosymbolicAI
#AIarchitecture #FRAmodel #LLM #Alsky #rstats #EpiSky #DataSci #python #shiny #datascience #MachineLearning #Astrophysics #Analytics
Full description here 👉 www.linkedin.com/posts/fra-or...
#MachineLearning #NeurosymbolicAI
#AIarchitecture #FRAmodel #LLM #Alsky #rstats #EpiSky #DataSci #python #shiny #datascience #MachineLearning #Astrophysics #Analytics
October 17, 2025 at 4:42 AM
What if you had one simple tool? A Universal Metric for Any System.
Full description here 👉 www.linkedin.com/posts/fra-or...
#MachineLearning #NeurosymbolicAI
#AIarchitecture #FRAmodel #LLM #Alsky #rstats #EpiSky #DataSci #python #shiny #datascience #MachineLearning #Astrophysics #Analytics
Full description here 👉 www.linkedin.com/posts/fra-or...
#MachineLearning #NeurosymbolicAI
#AIarchitecture #FRAmodel #LLM #Alsky #rstats #EpiSky #DataSci #python #shiny #datascience #MachineLearning #Astrophysics #Analytics
October 16, 2025 at 11:25 AM
Video: How AI sees the process of creating Mako-satin lingerie.
October 3, 2025 at 12:11 PM
Video: How AI sees the process of creating Mako-satin lingerie.
This is me. When the oddities of this world still amaze me
October 1, 2025 at 10:19 AM
This is me. When the oddities of this world still amaze me
Today I tested my own method for RNA analysis. This method can serve as an early indicator of RNA stability, even before detailed 3D modeling.
#Bioinformatics #ComputationalBiology #StructuralBiology #MolecularBiology #RNA #Biotechnology #LifeSciences #RNAresearch #RNAstructure #RNAfolding #LLM
#Bioinformatics #ComputationalBiology #StructuralBiology #MolecularBiology #RNA #Biotechnology #LifeSciences #RNAresearch #RNAstructure #RNAfolding #LLM
September 24, 2025 at 5:22 AM
Today I tested my own method for RNA analysis. This method can serve as an early indicator of RNA stability, even before detailed 3D modeling.
#Bioinformatics #ComputationalBiology #StructuralBiology #MolecularBiology #RNA #Biotechnology #LifeSciences #RNAresearch #RNAstructure #RNAfolding #LLM
#Bioinformatics #ComputationalBiology #StructuralBiology #MolecularBiology #RNA #Biotechnology #LifeSciences #RNAresearch #RNAstructure #RNAfolding #LLM
What happens if you simply accept everything as it is?
You stop noticing new patterns, internal contradictions, and mysteries
The world ceases to be an exploration and becomes “already complete”
Your intuition and desire to seek become dulled.
#philsci #histsci #philsky #Psychology
#Philosophy
You stop noticing new patterns, internal contradictions, and mysteries
The world ceases to be an exploration and becomes “already complete”
Your intuition and desire to seek become dulled.
#philsci #histsci #philsky #Psychology
#Philosophy
September 23, 2025 at 10:05 AM
What happens if you simply accept everything as it is?
You stop noticing new patterns, internal contradictions, and mysteries
The world ceases to be an exploration and becomes “already complete”
Your intuition and desire to seek become dulled.
#philsci #histsci #philsky #Psychology
#Philosophy
You stop noticing new patterns, internal contradictions, and mysteries
The world ceases to be an exploration and becomes “already complete”
Your intuition and desire to seek become dulled.
#philsci #histsci #philsky #Psychology
#Philosophy
A homeless cat's house
#stockphoto #bestseller #portrait
#makeup #glitter #artphoto #creativephoto #beautyshot #closeup
#colorful #photoart #vibrant #editorial
#model #visualart #streetphoto #trending
#digitalart #photography #photooftheday
#Blueskycat
#stockphoto #bestseller #portrait
#makeup #glitter #artphoto #creativephoto #beautyshot #closeup
#colorful #photoart #vibrant #editorial
#model #visualart #streetphoto #trending
#digitalart #photography #photooftheday
#Blueskycat
September 20, 2025 at 12:04 PM
It looks like he's unhappy about something. 😆
#stockphoto #bestseller #portrait
#makeup #glitter #artphoto #creativephoto #beautyshot #closeup
#colorful #photoart #vibrant #editorial
#model #visualart #streetphoto #trending
#digitalart #photography #photooftheday
#Blueskycat #PhotoCat
#stockphoto #bestseller #portrait
#makeup #glitter #artphoto #creativephoto #beautyshot #closeup
#colorful #photoart #vibrant #editorial
#model #visualart #streetphoto #trending
#digitalart #photography #photooftheday
#Blueskycat #PhotoCat
September 19, 2025 at 2:59 PM
It looks like he's unhappy about something. 😆
#stockphoto #bestseller #portrait
#makeup #glitter #artphoto #creativephoto #beautyshot #closeup
#colorful #photoart #vibrant #editorial
#model #visualart #streetphoto #trending
#digitalart #photography #photooftheday
#Blueskycat #PhotoCat
#stockphoto #bestseller #portrait
#makeup #glitter #artphoto #creativephoto #beautyshot #closeup
#colorful #photoart #vibrant #editorial
#model #visualart #streetphoto #trending
#digitalart #photography #photooftheday
#Blueskycat #PhotoCat
He told me a funny story and laughed.
#stockphoto #bestseller #portrait
#makeup #glitter #artphoto #creativephoto #beautyshot #closeup #colorful #photoart #vibrant #editorial #model #visualart #streetphoto#trending #digitalart #photography #photooftheday #Photodogs #Streetphotography #Streetphoto
#stockphoto #bestseller #portrait
#makeup #glitter #artphoto #creativephoto #beautyshot #closeup #colorful #photoart #vibrant #editorial #model #visualart #streetphoto#trending #digitalart #photography #photooftheday #Photodogs #Streetphotography #Streetphoto
September 19, 2025 at 2:32 PM
😆 The whole truth: Windows, Linux and macOS are all part of one big conspiracy
🔺👁️
#Freemasons #MachineLearning #NeurosymbolicAI #AIarchitecture #FRAmodel #LLM #Alsky #rstats #EpiSky #DataSci #python #shiny #datascience
🔺👁️
#Freemasons #MachineLearning #NeurosymbolicAI #AIarchitecture #FRAmodel #LLM #Alsky #rstats #EpiSky #DataSci #python #shiny #datascience
September 17, 2025 at 11:10 PM
😆 The whole truth: Windows, Linux and macOS are all part of one big conspiracy
🔺👁️
#Freemasons #MachineLearning #NeurosymbolicAI #AIarchitecture #FRAmodel #LLM #Alsky #rstats #EpiSky #DataSci #python #shiny #datascience
🔺👁️
#Freemasons #MachineLearning #NeurosymbolicAI #AIarchitecture #FRAmodel #LLM #Alsky #rstats #EpiSky #DataSci #python #shiny #datascience
September 17, 2025 at 10:46 PM
Did you know?
Empathy is a complex neurocognitive process. It requires significant brain resources to “simulate” another person’s emotions. That’s why true empathy is rare: the brain tends to conserve energy by choosing simple reactions over deep emotional resonance.
#Psychology #Science #philsci
Empathy is a complex neurocognitive process. It requires significant brain resources to “simulate” another person’s emotions. That’s why true empathy is rare: the brain tends to conserve energy by choosing simple reactions over deep emotional resonance.
#Psychology #Science #philsci
September 17, 2025 at 3:57 PM
Did you know?
Empathy is a complex neurocognitive process. It requires significant brain resources to “simulate” another person’s emotions. That’s why true empathy is rare: the brain tends to conserve energy by choosing simple reactions over deep emotional resonance.
#Psychology #Science #philsci
Empathy is a complex neurocognitive process. It requires significant brain resources to “simulate” another person’s emotions. That’s why true empathy is rare: the brain tends to conserve energy by choosing simple reactions over deep emotional resonance.
#Psychology #Science #philsci
#travel #landscape #photography #wilderness #remoteplaces #offgrid #mountainlake #longexposure #timelapse #quietplaces #hiking #mindfulness #slowliving #naturefilm #Lake #Mountains #Landscapephoto
September 16, 2025 at 10:50 AM