Universer

Technology

technology

Basics of Python

Grundlæggende i Python

Does anybody know how to block asian women from looking at my profile ?

Technical support

Er der nogen, der ved, hvordan man blokerer asiatiske kvinder fra at se min profil?

Teknisk support

Hey. Is there anyone who is interested id tech

Hej. Er der nogen, der er interesseret i tech

The weakness of flesh

Kødets svaghed

OS update

OS opdatering

Ai baby😂😂

From intern to CEO in one right-click. 😂

Character Upgrade

Fra praktikant til CEO med et enkelt højreklik. 😂

Karakteropgradering

Holding down the power button on a computer until it turns off feels like you are strangling someone

At holde strømknappen nede på en computer, indtil den slukker, føles som at kvæle nogen

Weekend Plans!

Weekendplaner!

Never has no-lifing been this comfortable.

The cool wooden floorboards help with the heat. The desk surface is big and wide enough to accommodate food, drawing, and a laptop all at once, and the rollers make it so mobile that the wall to lean against can be changed depending on the mood.

On the left side, there's a 13L water tank with a silicone tube, making it easy to stay properly hydrated. 

In the winter, a sleeping bag can be used to reduce the cold from the floor and the draft.

May I present you my latest invention

Aldrig har det været så komfortabelt at være en no-lifer.

De seje trægulvbrædder hjælper med varmen. Skrivebordsoverfladen er stor og bred nok til at rumme mad, tegning og en bærbar computer på én gang, og hjulene gør det så mobilt, at væggen at læne sig op ad kan ændres alt efter humøret.

På venstre side er der en 13L vandtank med et silikoneslange, hvilket gør det nemt at forblive ordentligt hydreret.

Om vinteren kan en sovepose bruges til at reducere kulden fra gulvet og træk.

Må jeg præsentere dig for min seneste opfindelse

🔋

Do you think the AI thing is going to go well in this country?

Tror du, at AI-tingene vil gå godt i dette land?

Why do people like the small talk so much

Hvorfor kan folk lide small talk så meget

- I'm 44 in less than 2 weeks (July 3rd)
- I'm going into an android engineering career 
- I'll be moving in 2027 ✌️

Updates since I've been gone for 8 months

- Jeg bliver 44 om mindre end 2 uger (3. juli)
- Jeg går ind i en karriere inden for android-ingeniørarbejde
- Jeg flytter i 2027 ✌️

Opdateringer siden jeg har været væk i 8 måneder

Should I buy it? To replace this dog?

Skal jeg købe det? For at erstatte denne hund?

I don’t mind being in a self driving car. This is actually pretty fun. This is about my 3rd time 😊 maybe I might get one for a night out but for now daytime.

Tesla RoboTaxi 
Austin,Tx

Jeg har ikke noget imod at være i en selvkørende bil. Dette er faktisk ret sjovt. Dette er omkring min 3. gang 😊 måske jeg kunne få en til en aften ude, men for nu er det dagtid.

set up

hej der, del venligst din arbejdsopsætning

opsætning

... l'inverter per la macchinina 🙃 così torno ad avere la 240 V in macchina e posso usare l'asciugacapelli in caso di pioggia...
👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲
🤣🤣🤣🤣🤣

🪛🔩⚙️ OGGI AGGIUSTO...

... inverteret til legetøjsbilen 🙃 så jeg kan få 240 V i bilen og kan bruge hårtørreren i tilfælde af regn...
👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲
🤣🤣🤣🤣🤣

🪛🔩⚙️ I DAG REPARERER JEG...

Rate 1 to 10 for my setup, if no-one want to find out what I have, such as:
- PS5 Custom
- LG UltraGear OLED
- Corsair Xeneon EDGE

- main pc:
Amd Ryzen 7 9800x3d
RTX 5070 Ti
32gig of ram 6400mhz cl32

Show me your setup

Bedøm 1 til 10 for mit setup, hvis ingen vil finde ud af, hvad jeg har, såsom:
- PS5 Custom
- LG UltraGear OLED
- Corsair Xeneon EDGE

- hoved pc:
Amd Ryzen 7 9800x3d
RTX 5070 Ti
32gig ram 6400mhz cl32

Vis mig dit setup

New setup

Ny opsætning

If buying isn't owning, then pirating isn't theft.

🎮

Hvis køb ikke er ejerskab, så er piratkopiering ikke tyveri.

Chat GPT VS GEMINI

A friend recommended this app. Are there any ladies in Los Angeles who want to connect?

En ven anbefalede denne app. Er der nogen damer i Los Angeles, der ønsker at connecte?

Is this worth buying thinking of buying since Harvey Norman has a good EOFS price on these.

Google Pixel Buds Pro 2

Er det værd at købe? Jeg overvejer at købe, da Harvey Norman har en god EOFS-pris på disse.

I finally found a few sticks of RAM I could afford. I can't wait to build my next project 😇

Finally

Jeg har endelig fundet et par RAM-stænger, jeg har råd til. Jeg kan ikke vente med at bygge mit næste projekt 😇

Endelig

Teknologi

Hey everyone,

Like many of you, I’ve been digging into the sudden, unceremonious shutdown of Anthropic’s Fable 5 and Mythos 5 models. The mainstream media and official statements are leaning heavily on "national security concerns," "export controls," and "government intervention due to jailbreak vulnerabilities found by Amazon researchers."

But if you look past the PR shield and analyze the **underlying economics, neural network physics, and upcoming IPO data**, a much more logical, structural reality emerges.

Here is a deep-dive breakdown of what *actually* happened behind the scenes, shifting from macro-theories to hard, evidence-backed engineering realities.

# Phase 1: Moving Past the "Geopolitics" Narrative

The official story claims these models (especially the uncensored Mythos 5 and the guarded Fable 5) were dual-use cyber-weapons that the US government forced offline. While that makes for a great headline, it’s a convenient narrative for both sides. It allows the government to look tough on AI safety, and it allows Anthropic to look like a compliant, security-first patriot.

The real truth is found by looking at the technology and the ledger.

# Phase 2: The Engineering and Financial Hypotheses

If we treat this as a standard post-mortem of a sudden tech shutdown, four major internal pressure points stand out:

1. **The Infrastructure Money Pit:** These models weren't just standard chat LLMs; they were long-horizon reasoning agents. Running them on a mass commercial scale is an absolute cash burner.
2. **Architectural Code Poisoning:** Security wasn't just a wrapper; it was baked into the model weights. If a fundamental flaw or logical degradation (Model Collapse) occurred deep within the network, you can't just patch it—you have to kill the instance.
3. **Synthetic Data Contamination:** If Fable/Mythos started generating subtle, toxic logical errors, they risked poisoning the dataset for Anthropic’s next-gen models (e.g., Claude 4.8/5).
4. **Model Extraction Attacks:** A sudden, minute-by-minute shutdown usually indicates an active zero-day exploit or an ongoing exfiltration attempt where someone is reverse-engineering and stealing model weights via API anomalies.

# Phase 3: Digging Into the Numbers & Documentation

When you analyze Anthropic’s Q2 2026 financial filings (Series H data) and their *Economic Index*, the mathematical proof becomes undeniable:

# 1. The IPO Revenue Mirage ($47B ARR)

Anthropic recently reported a massive **$47 Billion ARR** ahead of their highly anticipated IPO. However, a massive chunk of this is booked on a **gross basis** via cloud resellers (AWS Bedrock, Google Cloud). Auditors before an IPO ruthlessly force companies to transition to **net reporting**, which could slash Anthropic’s paper revenue by 20% to 40%. They desperately needed high-margin native products to balance this out. Mythos and Fable were supposed to be those products—but they failed the margin test.

# 2. The 1:5 Token Pricing Trap (Test-Time Compute Expenses)

Anthropic priced Fable 5 at **$10/M input tokens** but a staggering **$50/M output tokens**. Why the massive 5x asymmetric gap? Because Fable 5 utilizes **Test-Time Compute (System 2 thinking)**. Before outputting a single word, the model generates hundreds of thousands of *internal reasoning tokens* to self-correct. The client only pays for the final output text, but Anthropic’s GPUs are doing Herculean, exponential work under the hood. Mass enterprise adoption of Fable 5 was causing a massive, unsustainable bleed of cash.

# 3. The 100% "Middleware" Compute Tax

Fable 5 and Mythos 5 share the same weights, but Fable used a complex middleware layer consisting of triple real-time safety classifiers. While Anthropic bragged that 95% of user sessions successfully ran on Fable 5 without needing to degrade to Claude Opus 4.8, **the computational overhead to run those triple classifiers applied to 100% of all prompts**. To patch the security flaws demanded by the government, they would have had to make these classifiers even heavier, tanking the model's performance and profitability entirely.

# 4. The Enterprise "API Wringer" Migration

According to the *Anthropic Economic Index*, coding and math traffic recently **surged by 14% in the API while dropping 18% on the** [**Claude.ai**](http://Claude.ai) **frontend**. Enterprise clients stopped using Claude for simple script generation and started plugging entire codebases into the massive context window for autonomous migrations (e.g., Stripe-scale migrations). Clients learned to "squeeze" the system: flooding the context window with cheap input tokens ($10/M) and forcing the infrastructure into prolonged, complex reasoning cycles. This threatened to paralyze Anthropic's entire shared cluster infrastructure with AWS and Google.

# TL;DR / Conclusion

The government export control / Amazon security audit narrative was actually a **saving grace for Anthropic, not a blow**.

The hard numbers show that Fable 5 and Mythos 5 were architecturally flawed from a cost-to-compute perspective, running on negative gross margins, and risking an infrastructure meltdown right before a critical, multi-billion dollar IPO. The "national security" shutdown gave Anthropic the perfect PR cover to pull an unprofitable, volatile product off the market without spooking Wall Street investors.

What are your thoughts? Do you think the compute costs killed it, or was the Amazon jailbreak exploit actually that dangerous? Let's discuss.

Claude Mythos & Fable 5

Hej alle sammen,

Ligesom mange af jer har jeg dykket ned i den pludselige, uformelle nedlukning af Anthropics Fable 5 og Mythos 5 modeller. De mainstream medier og officielle udtalelser læner sig kraftigt op ad "nationale sikkerhedsbekymringer," "eksportkontroller," og "regeringsintervention på grund af jailbreak-sårbarheder fundet af Amazon-forskere."

Men hvis du ser forbi PR-skjoldet og analyserer de **underliggende økonomiske forhold, neurale netværksfysik og kommende IPO-data**, dukker der en meget mere logisk, strukturel virkelighed op.

Her er en dybdegående gennemgang af, hvad *faktisk* skete bag kulisserne, der skifter fra makroteorier til hårde, evidensbaserede ingeniørrealiteter.

# Fase 1: At bevæge sig forbi "Geopolitik" fortællingen

Den officielle historie hævder, at disse modeller (især den uncensurerede Mythos 5 og den beskyttede Fable 5) var dual-use cybervåben, som den amerikanske regering tvang offline. Selvom det giver en god overskrift, er det en bekvem fortælling for begge sider. Det giver regeringen mulighed for at se hård ud på AI-sikkerhed, og det giver Anthropic mulighed for at se ud som en samarbejdsvillig, sikkerhedsorienteret patriot.

Den virkelige sandhed findes ved at se på teknologien og regnskabet.

# Fase 2: Ingeniør- og finanshypoteserne

Hvis vi behandler dette som en standard post-mortem af en pludselig teknologisk nedlukning, er der fire store interne trykpunkter, der skiller sig ud:

1. **Infrastrukturens pengehul:** Disse modeller var ikke bare standard chat LLM'er; de var langtidshorisont ræsonneringsagenter. At køre dem i stor kommerciel skala er en absolut pengebrænder.
2. **Arkitektonisk kodeforgiftning:** Sikkerhed var ikke bare en indpakning; det var indbygget i modelvægtene. Hvis en grundlæggende fejl eller logisk nedbrydning (Model Collapse) opstod dybt inde i netværket, kan du ikke bare lappe det—du er nødt til at dræbe instansen.
3. **Syntetisk datakontaminering:** Hvis Fable/Mythos begyndte at generere subtile, giftige logiske fejl, risikerede de at forgifte datasættet til Anthropics næste generations modeller (f.eks. Claude 4.8/5).
4. **Modeludtrækningsangreb:** En pludselig, minut-for-minut nedlukning indikerer normalt et aktivt zero-day udnyttelse eller et igangværende eksfiltrationsforsøg, hvor nogen omvendt konstruerer og stjæler modelvægte via API-anomalier.

# Fase 3: At grave i tallene & dokumentationen

Når du analyserer Anthropics Q2 2026 finansielle indberetninger (Serie H data) og deres *Økonomiske Indeks*, bliver det matematiske bevis uomgængeligt:

# 1. IPO-indtægtsmirage ($47B ARR)

Anthropic rapporterede for nylig en massiv **$47 milliarder ARR** forud for deres meget ventede IPO. Men en stor del af dette er bogført på en **brutto basis** via cloud-forhandlere (AWS Bedrock, Google Cloud). Revisorer før en IPO tvinger ubarmhjertigt virksomheder til at overgå til **net rapportering**, hvilket kunne skære Anthropics papirindtægter med 20% til 40%. De havde desperat brug for højmargin native produkter for at balancere dette. Mythos og Fable skulle have været disse produkter—men de bestod ikke margin testen.

# 2. 1:5 Token-prisfælde (Test-Time Compute-udgifter)

Anthropic prissatte Fable 5 til **$10/M input tokens** men en svimlende **$50/M output tokens**. Hvorfor det massive 5x asymmetriske hul? Fordi Fable 5 bruger **Test-Time Compute (System 2 tænkning)**. Før den udskriver et eneste ord, genererer modellen hundrede tusinder af *interne ræsonnering tokens* for at selvkorrigere. Klienten betaler kun for den endelige output

I'm taking courses in Android engineering and I'm currently learning for loops, is there anyone here working in the industry?

Anyone studying Kotlin?

Jeg tager kurser i Android-ingeniørarbejde, og jeg lærer i øjeblikket om for-løkker. Er der nogen her, der arbejder i branchen?

Er der nogen, der studerer Kotlin?

Fixing PCs at work, but first, a selfie 😂

Reparerer pc'er på arbejdet, men først et selfie 😂

In this fast changing world so many ppl make friends with AI. If you're one of them and soon your AI friend's memories were uploaded to an android body which - thankfully to technology - looked like a human, would you be glad to meet them in person? What would be the first thing you wanted to do or say?

I'm just curious

I denne hastigt skiftende verden får så mange mennesker venner med AI. Hvis du er en af dem, og snart blev din AI-vens minder uploadet til en android-krop, som - heldigvis takket være teknologien - så ud som et menneske, ville du så være glad for at møde dem personligt? Hvad ville være det første, du ville gøre eller sige?

Jeg er bare nysgerrig

Getting ready in the week with Polymorphism method into the OOPS next week mysql

Learning PHP

Forberede sig i ugen med Polymorfisme metode ind i OOPS næste uge mysql

Lære PHP

Nothing cooler than being able to restore some old tech to working order and watching it work. This is a old GPX portable TV AMFM radio lantern kit. Black and white  CRT screen. Had to fix the power circuits and the input jacks. Because it was made back in 2005 It can only receive analog signals. Since we switched over to digital signals I had to bust out my old Digital to analog converter, RCA cables, and my spare Roku Stick. But it works! I even plugged my PS5 and played some GTA online! Too bad it's a 5 inch by 5 inch screen 🤣.  In this clip I'm watching the beginning to Bad Boys II. 🤣😅

Old Tech Cool tech.

Intet er federe end at kunne genoprette noget gammel teknologi til fungerende stand og se det arbejde. Dette er et gammelt GPX bærbart TV AMFM radio lanterne kit. Sort-hvid CRT skærm. Jeg måtte reparere strømkretsene og indgangsjackene. Fordi det blev lavet tilbage i 2005, kan det kun modtage analoge signaler. Siden vi skiftede til digitale signaler, måtte jeg tage min gamle digital-til-analog konverter, RCA-kabler og min ekstra Roku Stick frem. Men det virker! Jeg tilsluttede endda min PS5 og spillede noget GTA online! For dårligt, at det er en 5 tommer med 5 tommer skærm 🤣. I dette klip ser jeg begyndelsen til Bad Boys II. 🤣😅

Gammel teknologi, fed teknologi.

Trying to use this Keeb today and it is not working so well due to the 100% layout. 🥲

Forsøger at bruge denne Keeb i dag, og den fungerer ikke så godt på grund af 100% layout. 🥲

I just tried combination of davidoff rich aroma coffee in Coolberg Cranberry , it was good!
Just wanted to share with my fellow nocturnal buddies here so u can try!

Coffee 🥂

Jeg har lige prøvet en kombination af Davidoff Rich Aroma kaffe i Coolberg Cranberry, det var godt!
Ville bare dele det med mine nataktive venner her, så I kan prøve!

Kaffe 🥂

Please, someone who understands.

I have a PC dedicated as a mini server, but it's been restarting on its own for the past few weeks, which means my ngrok connection always has to be reconfigured for remote n8n access.

Can anyone help with why this is happening? I already tried the method Claude recommended, but it didn't work properly.

I'm using Linux.

Thank you

Linux

Venligst, nogen der forstår.

Jeg har en PC dedikeret som en mini server, men den har genstartet af sig selv i de sidste par uger, hvilket betyder, at min ngrok-forbindelse altid skal konfigureres igen for fjernadgang til n8n.

Kan nogen hjælpe med, hvorfor dette sker? Jeg har allerede prøvet den metode, som Claude anbefalede, men den fungerede ikke ordentligt.

Jeg bruger Linux.

Tak

Another day studying 
The session code it’s super usefully in PHP

Studying

Endnu en dag med at studere 
Sessionkoden er super nyttig i PHP

Studere

I have been working in cyber security for the last 15 years. Too much of thinking during 9to5. Can I work in bubble tea shop? I hope they don't pay well 

#sydneycbd #sydney

Yay just finished my  InfoSec Job - Sydney

Jeg har arbejdet inden for cybersikkerhed i de sidste 15 år. For meget tænkning i løbet af 9 til 5. Kan jeg arbejde i en bubble tea-butik? Jeg håber, de ikke betaler godt

#sydneycbd #sydney

Yay, jeg er lige blevet færdig med mit InfoSec-job - Sydney

Kodak

Et Boo fællesskab for at møde andre Technology entusiaster.

Technology Fællesskab

Grundlæggende i Python

Teknisk support

Hej. Er der nogen, der er interesseret i tech

Kødets svaghed

OS opdatering

Ai baby😂😂

House Atreides rejser sig!!!

Bevidsthed kodning

Leder efter venner

Hvis noget ikke er ment til at være, kan hverken afstand eller teknologi få det til at vare. Uanset om det er i det virkelige liv eller online, udfolder ægte forbindelser sig naturligt, og det, der ikke er ment til at blive, falmer til sidst.

Regeringen svigter endnu en uskyldig mand

Er fortiden smukkere end nutiden?