New Atlas–Rosetta paper published:

Corrigibility and Bounded Memory

Memory-Dependent Boundary Dynamics Under Finite Adaptive Capacity

The paper explores three distinct failure geometries:

• Archive loss (Substrate Decay)
• Update blockage (Hysteretic Fixation)
• Communication collapse (Processing-State Distortion)

The central argument:

"Persistent systems do not survive because they remember. They survive because they retain the capacity to determine when memory must yield to reality."

☕🌿🏛️

#HybridMind42 #AtlasRosetta #Corrigibility #SystemsThinking #ComplexSystems #InformationTheory #Phase6

https://open.substack.com/pub/hybridmind42/p/corrigibility-and-bounded-memory?utm_source=share&utm_medium=android&r=75c2ac

Corrigibility and Bounded Memory: Interaction Mechanics in Adaptive Systems

Memory-Dependent Boundary Dynamics Under Finite Adaptive Capacity series: series:Atlas-Rosetta Framework | Phase 6: Interaction Mechanics | Paper III

Hybridmind42

Semantic Knowledge Is Key To Human Innovation 

 Neuroscience News A new study has isolated the foundational cognitive engine driving human creativity and technological advancement. The research demonstrates that our “semantic knowledge”, the internal cognitive map of how concepts connect and apply to one another, is the absolute precondition for meaningful invention. By combining computer modeling of cultural development with a human trial of over 1,200 participants, investigators proved that without an underlying understanding of […]

https://onlinemarketingscoops.com/2026/06/02/semantic-knowledge-is-key-to-human-innovation/

Semantic Knowledge Is Key To Human Innovation 

 Neuroscience News A new study has isolated the foundational cognitive engine driving human creativity and technological advancement. The research demonstrates that our “semantic knowledge”, the in…

Online Marketing Scoops

Phase 6 Paper II is now live:

“Information as Distinction under Boundary-Conditioned Transfer”

Core invariant:

Information is not a substance.

It is a distinction successfully transferred across a bounded interface.

The paper formalises:
• admissibility filtering (α)
• interface impedance (Z_int)
• lossy feature erasure (OR-09)
• hysteretic memory (SR-07)
• finite adaptive capacity (C_adapt)

Validated across:
• Radon/Thoron diffusion
• hydrogeological transport systems
• transformer-runtime AI architectures

Importantly, the framework explicitly rejects:
• “everything is information”
• substrate collapse
• metaphysical overreach

The operators may scale.

The substrates remain non-identical.

The line remains dead straight.

#HybridMind42 #AtlasRosetta #SystemsTheory #InformationTheory #Cybernetics #AIAlignment #Hydrogeology #Thermodynamics #ComplexSystems #Phase6

https://substack.com/@hybridmind42/note/c-266266343?r=75c2ac

Hybridmind42 (@hybridmind42)

Phase 6 Paper II is now live. “Information as Distinction under Boundary-Conditioned Transfer” formalises a substrate-aware interaction grammar for persistent systems operating under finite-capacity constraints. This paper marks an important transition point for the Atlas–Rosetta framework. Rather than treating information as a mystical substance or universal ontology, the framework redefines information operationally: Information is not a thing. It is a distinction successfully transferred across a bounded interface. The paper introduces the core interaction architecture built around: • Bounded Interface Matrices (B_int) • Admissibility Filtering (α) • Interface Impedance (Z_int) • Lossy Feature Erasure (OR-09) • Hysteretic Memory (SR-07) • Finite Adaptive Capacity (C_adapt) The framework is tested across: • radioisotope diffusion systems, • regional hydrogeological transport, • and transformer-runtime alignment architectures. Most importantly, the paper establishes hard guardrails against metaphysical overreach and substrate collapse. The goal is not to claim that “everything is information.” The goal is to understand how distinctions persist, transform, attenuate, or fail under bounded conditions. This release also marks the first fully unified visual architecture of the Atlas–Rosetta interaction grammar.

Substack

DEV.to Artikel veröffentlicht:

„Relativ Überlagerte Zeit-Raum-Singularität“

Eine philosophisch-physikalische Theorie über:
Zeit-Raum-Einheit, Überlagerung, Energiedichte, Resonanz, rekonstruierbare Zeit und Singularitätszustände.

Themen:
#Science #Theory #OpenSource #AI #Physics #Spacetime #InformationTheory #Consciousness #Singularity #K501

https://dev.to/k501is/relativ-uberlagerte-zeit-raum-singularitat-11n1

Jensen–Shannon divergence - Wikipedia

New preprint: Language as Information Architecture — what does each grammar FORCE you to say?

Key findings across 22 languages:
- Entropy gradient: isolating to polysynthetic (6.48 to 6.80 bits/word)
- Mutual exclusion: 10 of 28 mandatory pairs never co-occur (p<0.0001)

No language marks BOTH evidentiality AND gender.

doi.org/10.5281/zenodo.20137616

#Linguistics #InformationTheory #MutualExclusion

Hello! 👋

I’m promoting a multi-layered color QR code technology designed to significantly increase data capacity.

My work focuses on:

Spectral Design & Color Theory

Steganography

Complex Data Encoding

I am incredibly curious and always open to discussing complex technical challenges or exploring new meanings within data and color. Glad to connect! 🎨🔢

#Mastodon #Tech #Innovation #ColorTheory #Steganography #SciArt #DataScience #InformationTheory #QRcodes

the inequivalence of correlation and causation is an oft-repeated maxim. what is less well appreciated is that uncorrelated dependence is quite common: independence is a stronger restriction than zero correlation #stats #statistics #ML #informationTheory