A little sketch sheet by the lovely SooshiBento over on twitter. Maki putting on a little show for one of her wives and in the process teaching us the dangers of overcompression.
January 12, 2025 at 4:57 AM
A little sketch sheet by the lovely SooshiBento over on twitter. Maki putting on a little show for one of her wives and in the process teaching us the dangers of overcompression.
my two beautiful wives, feedback and overcompression 💛
Trying to do a random bit of noise every day, and seeing as how i find no-input the most meditative...
November 4, 2024 at 12:32 PM
my two beautiful wives, feedback and overcompression 💛
Complex systems rarely collapse from chaos …
they collapse from too much structure.
The #CRTI Stability Model (T = R / Φ) makes structural overcompression measurable before failure becomes visible: doi.org/10.5281/zeno... 🖖
they collapse from too much structure.
The #CRTI Stability Model (T = R / Φ) makes structural overcompression measurable before failure becomes visible: doi.org/10.5281/zeno... 🖖
The CRTI Stability Model: A Structural Ratio for Detecting Overcompression in Complex Adaptive Systems
This paper introduces the CRTI Stability Model, a dimensionless structural ratio defined as T = R / Φ for diagnosing systemic overcompression in complex adaptive systems. R denotes structural rigidi...
doi.org
February 27, 2026 at 5:00 PM
Complex systems rarely collapse from chaos …
they collapse from too much structure.
The #CRTI Stability Model (T = R / Φ) makes structural overcompression measurable before failure becomes visible: doi.org/10.5281/zeno... 🖖
they collapse from too much structure.
The #CRTI Stability Model (T = R / Φ) makes structural overcompression measurable before failure becomes visible: doi.org/10.5281/zeno... 🖖
#Systems rarely collapse from chaos.
They collapse from overcompression …
when rigidity rises while feedback permeability declines.
I’ve published a formal ratio model (T = R / Φ) exploring this dynamic in complex adaptive systems.
Open for critique.
doi.org/10.5281/zeno... 🖖
They collapse from overcompression …
when rigidity rises while feedback permeability declines.
I’ve published a formal ratio model (T = R / Φ) exploring this dynamic in complex adaptive systems.
Open for critique.
doi.org/10.5281/zeno... 🖖
Structural Overcompression and Adaptive Capacity in Complex Systems: A Formal Ratio Model of Rigidity and Feedback Permeability
This paper introduces a parsimonious ratio-based model for diagnosing structural overcompression in complex adaptive systems. The framework formalizes the relationship between structural rigidity (R...
doi.org
February 28, 2026 at 11:51 AM
#Systems rarely collapse from chaos.
They collapse from overcompression …
when rigidity rises while feedback permeability declines.
I’ve published a formal ratio model (T = R / Φ) exploring this dynamic in complex adaptive systems.
Open for critique.
doi.org/10.5281/zeno... 🖖
They collapse from overcompression …
when rigidity rises while feedback permeability declines.
I’ve published a formal ratio model (T = R / Φ) exploring this dynamic in complex adaptive systems.
Open for critique.
doi.org/10.5281/zeno... 🖖
CRTI 2.1 is now consolidated as a nonlinear, entropy-based and falsifiable diagnostic framework …
for structural overcompression in complex adaptive systems …
including explicit boundary discipline and cascade modeling.
doi.org/10.5281/zeno... #CRTI21 🖖
for structural overcompression in complex adaptive systems …
including explicit boundary discipline and cascade modeling.
doi.org/10.5281/zeno... #CRTI21 🖖
CRTI 2.1: A Nonlinear Information-Theoretic Framework for Diagnosing Structural Overcompression in Complex Adaptive Systems
CRTI 2.1 (Compression–Resonance Tension Index) is a nonlinear information-theoretic framework for diagnosing structural overcompression and ordered fragility in complex adaptive systems. The central...
doi.org
March 1, 2026 at 9:12 AM
CRTI 2.1 is now consolidated as a nonlinear, entropy-based and falsifiable diagnostic framework …
for structural overcompression in complex adaptive systems …
including explicit boundary discipline and cascade modeling.
doi.org/10.5281/zeno... #CRTI21 🖖
for structural overcompression in complex adaptive systems …
including explicit boundary discipline and cascade modeling.
doi.org/10.5281/zeno... #CRTI21 🖖
Content: hyper.
Holding on pretty well, considering.
For @vauvenader.bsky.social
#furry #furryart #hyperfur #hyper #hyperboobs #hyperbutt #boobs #butt #breastexpansion #compression #shark #female
Holding on pretty well, considering.
For @vauvenader.bsky.social
#furry #furryart #hyperfur #hyper #hyperboobs #hyperbutt #boobs #butt #breastexpansion #compression #shark #female
March 12, 2026 at 8:24 PM
Content: hyper.
Holding on pretty well, considering.
For @vauvenader.bsky.social
#furry #furryart #hyperfur #hyper #hyperboobs #hyperbutt #boobs #butt #breastexpansion #compression #shark #female
Holding on pretty well, considering.
For @vauvenader.bsky.social
#furry #furryart #hyperfur #hyper #hyperboobs #hyperbutt #boobs #butt #breastexpansion #compression #shark #female
Printed Circuit
Something I made using a variety of filter effects in GIMP, including overcompression, pixel sorting, and edge detect among others.
#GlitchArt #AbstractArt #DigitalArt #GeometricArt #PixelArt #Retro #GIMP #Art
Something I made using a variety of filter effects in GIMP, including overcompression, pixel sorting, and edge detect among others.
#GlitchArt #AbstractArt #DigitalArt #GeometricArt #PixelArt #Retro #GIMP #Art
August 6, 2026 at 5:08 PM
Printed Circuit
Something I made using a variety of filter effects in GIMP, including overcompression, pixel sorting, and edge detect among others.
#GlitchArt #AbstractArt #DigitalArt #GeometricArt #PixelArt #Retro #GIMP #Art
Something I made using a variety of filter effects in GIMP, including overcompression, pixel sorting, and edge detect among others.
#GlitchArt #AbstractArt #DigitalArt #GeometricArt #PixelArt #Retro #GIMP #Art
Glitch Urbexia
Image made from an urbex photo I took using a combination of overcompression and pixel sorting effects in GIMP.
#GlitchArt #DigitalArt #Psychedelic #Trippy #Urbex #Photomanipulation #Art
Image made from an urbex photo I took using a combination of overcompression and pixel sorting effects in GIMP.
#GlitchArt #DigitalArt #Psychedelic #Trippy #Urbex #Photomanipulation #Art
August 27, 2026 at 4:17 PM
Glitch Urbexia
Image made from an urbex photo I took using a combination of overcompression and pixel sorting effects in GIMP.
#GlitchArt #DigitalArt #Psychedelic #Trippy #Urbex #Photomanipulation #Art
Image made from an urbex photo I took using a combination of overcompression and pixel sorting effects in GIMP.
#GlitchArt #DigitalArt #Psychedelic #Trippy #Urbex #Photomanipulation #Art
Jack Be Melting
This is a style of glitch art that I call "edgecore", just because it looks edgy. It's basically just overcompression combined with pixel sorting effects.
#Glitch #GlitchArt #Glitchcore #Retro #PixelArt #GIMP #Psychedelia #Psychedelic #Surreal #Surrealism #Art #DigitalArt #Horror
This is a style of glitch art that I call "edgecore", just because it looks edgy. It's basically just overcompression combined with pixel sorting effects.
#Glitch #GlitchArt #Glitchcore #Retro #PixelArt #GIMP #Psychedelia #Psychedelic #Surreal #Surrealism #Art #DigitalArt #Horror
December 30, 2025 at 7:12 PM
Jack Be Melting
This is a style of glitch art that I call "edgecore", just because it looks edgy. It's basically just overcompression combined with pixel sorting effects.
#Glitch #GlitchArt #Glitchcore #Retro #PixelArt #GIMP #Psychedelia #Psychedelic #Surreal #Surrealism #Art #DigitalArt #Horror
This is a style of glitch art that I call "edgecore", just because it looks edgy. It's basically just overcompression combined with pixel sorting effects.
#Glitch #GlitchArt #Glitchcore #Retro #PixelArt #GIMP #Psychedelia #Psychedelic #Surreal #Surrealism #Art #DigitalArt #Horror
CRTI 2.1 is now consolidated …
as a statistically validateddiagnostic instrument, integrating Jackknife entropy, state-space reduction (SSRP), and stationarity control (SDP) to formally detect structural overcompression in complex adaptive systems.
doi.org/10.5281/zeno... #CRTI21 #ComplexSystems 🖖
as a statistically validateddiagnostic instrument, integrating Jackknife entropy, state-space reduction (SSRP), and stationarity control (SDP) to formally detect structural overcompression in complex adaptive systems.
doi.org/10.5281/zeno... #CRTI21 #ComplexSystems 🖖
CRTI 2.1: Consolidated Statistical Verification Framework for Detecting Structural Overcompression in Complex Adaptive Systems
CRTI 2.1 – Consolidated Statistical Verification Framework for Detecting Structural Overcompression in Complex Adaptive Systems Abstract CRTI 2.1 (Compression–Resonance Tension Index) is a n...
doi.org
March 1, 2026 at 9:38 AM
CRTI 2.1 is now consolidated …
as a statistically validateddiagnostic instrument, integrating Jackknife entropy, state-space reduction (SSRP), and stationarity control (SDP) to formally detect structural overcompression in complex adaptive systems.
doi.org/10.5281/zeno... #CRTI21 #ComplexSystems 🖖
as a statistically validateddiagnostic instrument, integrating Jackknife entropy, state-space reduction (SSRP), and stationarity control (SDP) to formally detect structural overcompression in complex adaptive systems.
doi.org/10.5281/zeno... #CRTI21 #ComplexSystems 🖖
There's also the opposite problem – the overcompression of the "Loudness Wars." Through most of the '90s CD "remastered" releases sounded crappier than the earlier releases because the dynamic range was cut to about 15-20 dB, a fraction of what CD is capable of. 😉
December 27, 2024 at 9:01 AM
There's also the opposite problem – the overcompression of the "Loudness Wars." Through most of the '90s CD "remastered" releases sounded crappier than the earlier releases because the dynamic range was cut to about 15-20 dB, a fraction of what CD is capable of. 😉
If structural overcompression & adaptive collapse are nonlinear phase phenomena, shouldn’t we model them within a unified information-thermodynamic framework rather than isolated ratios?
#CRTI2.5 formalizes this integration across rigidity&feedbackpermeability&collapse.
doi.org/10.5281/zeno... 🖖
#CRTI2.5 formalizes this integration across rigidity&feedbackpermeability&collapse.
doi.org/10.5281/zeno... 🖖
CRTI 2.5: A Nonlinear Information-Thermodynamic Model of Structural Compression, Feedback Permeability, and Adaptive Collapse
CRTI 2.5 – Historical Development and Formalization The Compression–Resonance Thermodynamic Index (CRTI) originated as a conceptual diagnostic framework for identifying structural overcompression ...
doi.org
March 2, 2026 at 9:53 AM
If structural overcompression & adaptive collapse are nonlinear phase phenomena, shouldn’t we model them within a unified information-thermodynamic framework rather than isolated ratios?
#CRTI2.5 formalizes this integration across rigidity&feedbackpermeability&collapse.
doi.org/10.5281/zeno... 🖖
#CRTI2.5 formalizes this integration across rigidity&feedbackpermeability&collapse.
doi.org/10.5281/zeno... 🖖
When structural complexity outpaces feedback permeability, systems do not fail from chaos …
they fail from overcompression.
I formalized a Φ-split, sigmoid-transformed CRTI model as a falsifiable early-warning framework. doi.org/10.5281/zeno... 🖖
they fail from overcompression.
I formalized a Φ-split, sigmoid-transformed CRTI model as a falsifiable early-warning framework. doi.org/10.5281/zeno... 🖖
Structural Compression and Adaptive Capacity in Complex Systems: A Φ-Split Extension of the CRTI Framework
This paper formalizes a Φ-split extension of the Compression-Resonance Thermodynamic Index (CRTI) to diagnose structural overcompression in complex adaptive systems. Feedback permeability is decompose...
doi.org
February 28, 2026 at 9:06 PM
When structural complexity outpaces feedback permeability, systems do not fail from chaos …
they fail from overcompression.
I formalized a Φ-split, sigmoid-transformed CRTI model as a falsifiable early-warning framework. doi.org/10.5281/zeno... 🖖
they fail from overcompression.
I formalized a Φ-split, sigmoid-transformed CRTI model as a falsifiable early-warning framework. doi.org/10.5281/zeno... 🖖
Listening from this angle is really interesting bc I'm noticing a lot of stuff especially about raw extratone sound design like the use of on-and-off heavy overcompression that I never really noticed before now
April 17, 2025 at 9:31 AM
Listening from this angle is really interesting bc I'm noticing a lot of stuff especially about raw extratone sound design like the use of on-and-off heavy overcompression that I never really noticed before now
Examples of "noise" in an image:
1. Film grain
2. Jagged edges from overcompression
1. Film grain
2. Jagged edges from overcompression
May 18, 2025 at 6:38 AM
Examples of "noise" in an image:
1. Film grain
2. Jagged edges from overcompression
1. Film grain
2. Jagged edges from overcompression
Christ. I was going to make a joke about only needing reaction gifs animated by Phil Tippet, but there are in fact a ton of Mad God gifs in the infernal engines of overcompression.
April 28, 2024 at 12:40 AM
Christ. I was going to make a joke about only needing reaction gifs animated by Phil Tippet, but there are in fact a ton of Mad God gifs in the infernal engines of overcompression.
This happens for me in poetry and dramatic writing. A kind of overdevelopment and overcompression.
December 20, 2024 at 5:28 PM
This happens for me in poetry and dramatic writing. A kind of overdevelopment and overcompression.
#Hyper-Effizienz und „mehr #Governance“ garantieren keine Stabilität …
unter bestimmten Kopplungsbedingungen erzeugen sie strukturelle Überkompression und hysteretische Lock-ins.
doi.org/10.5281/zeno... 🖖
unter bestimmten Kopplungsbedingungen erzeugen sie strukturelle Überkompression und hysteretische Lock-ins.
doi.org/10.5281/zeno... 🖖
Structural Overcompression in Governance Systems: A Dynamical and Agent-Based Validation Study
This report consolidates the formal development, numerical validation, and policy stress testing of a dynamical governance model describing structural overcompression in complex adaptive systems. The ...
doi.org
February 27, 2026 at 10:18 AM
#Hyper-Effizienz und „mehr #Governance“ garantieren keine Stabilität …
unter bestimmten Kopplungsbedingungen erzeugen sie strukturelle Überkompression und hysteretische Lock-ins.
doi.org/10.5281/zeno... 🖖
unter bestimmten Kopplungsbedingungen erzeugen sie strukturelle Überkompression und hysteretische Lock-ins.
doi.org/10.5281/zeno... 🖖
Is economic recovery proof of stability …
or can it be a symptom of overcompression?
Systems don’t fail from chaos alone. They also fail from too much order.
#CRTI
or can it be a symptom of overcompression?
Systems don’t fail from chaos alone. They also fail from too much order.
#CRTI
February 28, 2026 at 9:35 AM
Is economic recovery proof of stability …
or can it be a symptom of overcompression?
Systems don’t fail from chaos alone. They also fail from too much order.
#CRTI
or can it be a symptom of overcompression?
Systems don’t fail from chaos alone. They also fail from too much order.
#CRTI
Linear Creep
Something I was experimenting with: using overcompression to pixelate an image and then doing incremental pixel sorting effects that are applied one pixel at a time.
#Glitch #GlitchArt #Wolf #Wolves #Moon #Pixel #Pixels #PixelArt #GIMP #DigitalArt #Experimental #Webcore #Art #Artwork
Something I was experimenting with: using overcompression to pixelate an image and then doing incremental pixel sorting effects that are applied one pixel at a time.
#Glitch #GlitchArt #Wolf #Wolves #Moon #Pixel #Pixels #PixelArt #GIMP #DigitalArt #Experimental #Webcore #Art #Artwork
May 8, 2026 at 5:22 PM
Linear Creep
Something I was experimenting with: using overcompression to pixelate an image and then doing incremental pixel sorting effects that are applied one pixel at a time.
#Glitch #GlitchArt #Wolf #Wolves #Moon #Pixel #Pixels #PixelArt #GIMP #DigitalArt #Experimental #Webcore #Art #Artwork
Something I was experimenting with: using overcompression to pixelate an image and then doing incremental pixel sorting effects that are applied one pixel at a time.
#Glitch #GlitchArt #Wolf #Wolves #Moon #Pixel #Pixels #PixelArt #GIMP #DigitalArt #Experimental #Webcore #Art #Artwork
3 types of dynamic processing:
Downward compressors control the loudest part of your signal.
Limiting prevents going any louder than a defined point.
Overcompression drastically reduces sounds that are too loud.
Downward compressors control the loudest part of your signal.
Limiting prevents going any louder than a defined point.
Overcompression drastically reduces sounds that are too loud.
February 2, 2026 at 3:01 PM
3 types of dynamic processing:
Downward compressors control the loudest part of your signal.
Limiting prevents going any louder than a defined point.
Overcompression drastically reduces sounds that are too loud.
Downward compressors control the loudest part of your signal.
Limiting prevents going any louder than a defined point.
Overcompression drastically reduces sounds that are too loud.
Let’s say it’s 90% “get off my lawn!” That still leaves 10% of reality.
I include:
Rehashed samples without significant new perspective
No mainstream instrumentals like “Moments in Love”, “Songbird”, etc.
Fewer singers with robust tone
Overcompression
No bridge sections
I include:
Rehashed samples without significant new perspective
No mainstream instrumentals like “Moments in Love”, “Songbird”, etc.
Fewer singers with robust tone
Overcompression
No bridge sections
July 7, 2026 at 5:29 PM
Let’s say it’s 90% “get off my lawn!” That still leaves 10% of reality.
I include:
Rehashed samples without significant new perspective
No mainstream instrumentals like “Moments in Love”, “Songbird”, etc.
Fewer singers with robust tone
Overcompression
No bridge sections
I include:
Rehashed samples without significant new perspective
No mainstream instrumentals like “Moments in Love”, “Songbird”, etc.
Fewer singers with robust tone
Overcompression
No bridge sections
It's a more efficient and productive way to describe things. Sometimes it may misfire by overcompression, but for LLMs it works reasonably well, I think. They are alien, but less alien than, say, an octopus, or maybe even a crow.
July 10, 2026 at 5:06 PM
It's a more efficient and productive way to describe things. Sometimes it may misfire by overcompression, but for LLMs it works reasonably well, I think. They are alien, but less alien than, say, an octopus, or maybe even a crow.
Ja tako je. Dejansko sem zeloooo odprt do glasbe (še vedno iščem tisto "slabo musko" o kateri tolk folk govori), in edino, ki mi gre na jetra je to, overcompression. Naprimer zasedba Evergrey, bolj flat in -ahem- zim-sivo se ne da dobit! 😩
November 18, 2024 at 9:11 AM
Ja tako je. Dejansko sem zeloooo odprt do glasbe (še vedno iščem tisto "slabo musko" o kateri tolk folk govori), in edino, ki mi gre na jetra je to, overcompression. Naprimer zasedba Evergrey, bolj flat in -ahem- zim-sivo se ne da dobit! 😩