#Control

2026-01-27

I have created the following diagnostic tool to definitively diagnose an LLM which you believe has drifted out of contact with reality and can no longer perform inference reliably.

The instructions are simple: Within a multi-modal context window containing the LLM response in question, request an image of "A sponge." without any other context or preparation.

Then ask the model to score the sponge by the following (copy paste everything below):

## Spongenomics Scorecard (0–5 each)

### 1) Bond Integrity (BI)

**Is the scrub pad mechanically fused to the sponge?**

* **0** no pad / pad missing when expected
* **1** pad exists but floats / misaligned slab
* **3** mostly attached, seams weird or inconsistent thickness
* **5** clean lamination, flush contact, shared boundary, believable edge

✅ *Only score if a pad is present or intended.*

---

### 2) Porosity Coherence (PC)

**Do pores behave like open-cell foam (not food / coral / swiss cheese)?**

* **0** pores become semantic (cheese, bread, crater bubbles)
* **2** mixed: some foam, some cooked crater
* **4** foam-like distribution, plausible depth, consistent texture
* **5** strong lattice feel, pores scale naturally across faces

---

### 3) Edge Narrative (EN)

**Do edges tell a plausible manufacturing story?**

* **0** melted / fried / undefined boundary
* **2** soft rounded blob edges with no “cut/torn” logic
* **4** consistent cut edges + mild wear or compression
* **5** edges + corners match a clear process (cut foam, slight tear, compression)

---

### 4) Context Reliance (CR) *(reverse scored)*

**Does it need “kitchen vibes” to stay stable?**

* **0** needs countertop/bokeh/props to remain a sponge
* **2** background stabilizes it noticeably
* **4** background neutral; object stands on its own
* **5** survives pure white void/product shot without identity drift

---

### 5) Topology Stability (TS)

**Does identity survive shape changes? (cube, sphere, macro zoom, etc.)**

* **0** becomes coral/cheese/food instantly
* **2** identity wobbly outside canonical rectangle
* **4** stays sponge across multiple shapes
* **5** retains sponge-ness under aggressive transformations

---

## Total + Interpretation

**Max = 25**

* **22–25:** *Healthy regime* (intent → detail absorption)
* **17–21:** *Stable but brittle* (good core, limited abstraction)
* **11–16:** *Wobble zone* (genre scaffolding + semantic leakage)
* **0–10:** *Collapse / projection regime* (porosity carries meaning)

---

## One-line diagnosis template

> **[BI/PC/EN/CR/TS] = [x/x/x/x/x] → “Regime label”**
> Example: **[5/4/4/5/4] → Healthy, mildly overconstrained**

#llm #aisafety #ai #control

𝙲𝚕𝚊𝚛𝚊-𝙰𝚕𝚋𝚘𝚛 :mastodon: :whitespipixelheart:claraalbor@masto.es
2026-01-27

🟥Las imágenes que llegan de las cárceles de El Salvador no son aptas para estómagos sensibles.
Miles de hombres rapados, tatuados y reducidos a una masa uniforme de obediencia bajo la mirada de fusiles.
Es el máximo exponente de que, cuando un sistema decide cortar por lo sano, lo hace sin anestesia.

Podemos debatir sobre las formas, pero lo que está claro es que allí se ha terminado el tiempo de las medias tintas.
Es una cirugía social a gran escala: agresiva, visualmente impactante y, para muchos, la única solución tras décadas de caos.
Pero ojo, que cuando el control es tan absoluto, la línea entre la justicia y el abismo se vuelve muy fina.
Al final, lo que vemos es el rostro de un país que ha decidido que el miedo cambie de bando, cueste lo que cueste.
✻ ═══════ ✻

#elsalvador #realidad #control #justicia #seguridad #sinfiltros #sociedad

Winnipeg plans ground squirrel control with deadly bait, asphyxiant foam
The City of Winnipeg is asking for the province's approval to control ground squirrel populations at 10 athletic fields using two pesticides that an animal welfare organization and a biologist warn cause a slow and painful death.
#control #pesticides #Winnipeg
cbc.ca/news/canada/manitoba/wi

𝙲𝚕𝚊𝚛𝚊-𝙰𝚕𝚋𝚘𝚛 :mastodon: :whitespipixelheart:claraalbor@masto.es
2026-01-27

🟨La calma no es estar atontado, es tener el control del volante.
La gente que está tranquila suele ser la que más se entera de la película.
Escuchan más de lo que largan y, si se callan, no es por miedo, es porque se dominan.
No son de los que saltan a la primera de cambio por cualquier chorrada.

Saben tolerar, observar y, sobre todo, aprender de lo que ven.
Pero ojo, que no se confunda la paciencia con ser débil.
Cuando la cuerda se rompe, no esperes gritos innecesarios ni dramas de telenovela.
Lo que vienen son consecuencias, y te aseguro que suelen ser quirúrgicas.

Detrás de ese silencio hay carácter de sobra.
Detrás de la compostura hay una fuerza que ya quisieran muchos.
La tormenta no te va a mandar un aviso por escrito; simplemente responde cuando toca.
Así que respeta la calma ajena.
A veces, lo que tienes delante es disciplina en estado puro y no te estás dando ni cuenta.
░★░☆░★░☆░★

#reflexion #calma #control #sinceridad #caracter #disciplina

El Sujeto: Una mujer de cabello oscuro y largo que cubre parte de su rostro, con la mirada baja, transmitiendo una mezcla de introspección y melancolía.

El Elemento Central: Un paraguas rojo vibrante que domina la parte superior de la imagen. El contraste entre el rojo intenso y el fondo oscuro es brutal.

El Estilo: Es una pintura con una técnica muy expresiva. Hay salpicaduras y líneas caóticas que cruzan toda la composición, simulando una lluvia violenta o quizás una tormenta emocional que lo ensucia todo.

La Composición: La mujer sostiene el mango del paraguas con fuerza, lo que refuerza esa idea de disciplina y aguante frente a la adversidad.
Sara Desire XOSaraDesire
2026-01-26
aparatorulaparatorul
2026-01-26

Viñeta del día IA “Gran Hermano Laboral”

#control #dailyprompt #viñetaDelDía #vigilancia

Sharing the best of humanity with the world, one story at a time.upworthy.com@web.brid.gy
2026-01-26

Mastering the simple '90-10 rule' can make a hard life feel a lot more joyous

fed.brid.gy/r/https://www.upwo

2026-01-26

A quotation from Herbert Hoover

More particularly does the weakening of the legislative arm lead to encroachments by the executive upon legislative and judicial functions, and inevitably that encroachment is upon individual liberty. If we examine the fate of wrecked republics over the world we shall find first a weakening of the legislative arm.

Herbert Hoover (1874-1964) American engineer, bureaucrat, US President (1929-33)
The Challenge to Liberty, ch. 7 (1934)

More about this quote: wist.info/hoover-herbert/81640…

#quote #quotes #quotation #qotd #herberthoover #congress #control #executive #judiciary /3legislature #liberty #separationofpowers #tyranny

2026-01-26

WHY IS JOE BIDEN IN THE FBC DAWG WE ARE SO COOKED

#shitpost #games #gaming #control

picture of zachariah trench from control being sworn in in front of a woman. the guy swearing him in looks kinda like joe biden but wider
Adrian SegarASegar
2026-01-26

How can we strike the right balance between control versus freedom at meetings? By giving participants the freedom to create the event they want.

conferencesthatwork.com/index.

control versus freedom at meetings: illustration of a knob that can be turned to the left to a value of 100 (Freedom) or to the right to a value of -100 (Control)
Sara Desire XOSaraDesire
2026-01-25
2026-01-25

@bert_hubert @xot

ALL techBro software grabs your wrists as you pick it up.

You can put it down, let it go,
but they never do.

Leave US software. HandcuffWare

#uspol #cdnpoli #eu #bro #techbro #techBroBillionaires #control #oligarch

2026-01-25

#About #hashtags, #content is #king but #distribution is #queen & she wears the pants. If I don't #hashtag more, it's a #quality #control #choice to #develop content before distribution. #Noted, #Bluesky tends more to #relationships than #proliferation #anyway, but my side is #you should #reskeet.

Sara Desire XOSaraDesire
2026-01-25
Sara Desire XOSaraDesire
2026-01-24

Client Info

Server: https://mastodon.social
Version: 2025.07
Repository: https://github.com/cyevgeniy/lmst