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technology

Basics of Python

Osnove Pythona

OS update

OS ažuriranje

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

Technical support

Da li neko zna kako da blokiram azijske žene da ne gledaju moj profil?

Tehnička podrška

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

Držanje dugmeta za napajanje na računaru dok se ne isključi izgleda kao da gušite nekoga

a day in the life of an Ethical Hacker reversing malware binaries🙂

dan u životu etičkog hakera koji preokreće malver binarne datoteke🙂

From intern to CEO in one right-click. 😂

Character Upgrade

Od pripravnika do CEO-a jednim klikom. 😂

Nadogradnja lika

Ai baby😂😂

Ai bebo😂😂

Weekend Plans!

Planovi za vikend!

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

Nikada no-lifing nije bio ovako udoban.

Cool drvene podne daske pomažu u borbi protiv vrućine. Površina stola je dovoljno velika i široka da istovremeno smjesti hranu, crtanje i laptop, a točkići ga čine toliko pokretnim da se zid o koji se može osloniti može mijenjati u zavisnosti od raspoloženja.

Na lijevoj strani se nalazi rezervoar za vodu od 13L sa silikonskom cijevi, što olakšava pravilno hidriranje.

Zimi se može koristiti vreća za spavanje kako bi se smanjila hladnoća s poda i propuh.

Mogu li vam predstaviti svoj najnoviji izum

🔋

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

Da li mislite da će AI stvar dobro proći u ovoj zemlji?

Why do people like the small talk so much

Zašto ljudima toliko prija mala razgovora

- 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

- Imaću 44 godine za manje od 2 sedmice (3. juli)
- Ulazim u karijeru inženjera za android 
- Preseliću se 2027. ✌️

Ažuriranja otkako sam bio odsutan 8 mjeseci

Should I buy it? To replace this dog?

Da li da to kupim? Da zamijenim ovog psa?

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

Ne smeta mi biti u autonomnom automobilu. Ovo je zapravo prilično zabavno. Ovo je otprilike moj treći put 😊 možda ću uzeti jedan za noćni izlazak, ali za sada tokom dana.

set up

zdravo, molim te podijeli svoj radni setup

postavi

... 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...

... inverter za mali auto 🙃 tako da ponovo imam 240 V u autu i mogu koristiti fen u slučaju kiše...
👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲
🤣🤣🤣🤣🤣

🪛🔩⚙️ DANAS POPRAVLJAM...

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

Ocijeni od 1 do 10 za moj setup, ako niko ne želi saznati šta imam, kao što su:
- PS5 Custom
- LG UltraGear OLED
- Corsair Xeneon EDGE

- glavni pc:
Amd Ryzen 7 9800x3d
RTX 5070 Ti
32 gigabajta RAM-a 6400mhz cl32

Pokaži mi svoj setup

New setup

Nova postavka

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

🎮

Ako kupovina nije vlasništvo, onda piratstvo nije krađa.

Chat GPT VS GEMINI

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

Prijatelj je preporučio ovu aplikaciju. Ima li dama u Los Angelesu koje žele da se povežu?

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

Google Pixel Buds Pro 2

Da li se isplati kupiti? Razmišljam o kupovini jer Harvey Norman ima dobru EOFS cijenu za ovo.

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

Finally

Napokon sam pronašao nekoliko RAM memorija koje si mogu priuštiti. Jedva čekam da izgradim svoj sljedeći projekat 😇

Napokon

Tehnologija

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 svima,

Kao i mnogi od vas, istraživao sam iznenadno, neformalno gašenje Anthropicovih modela Fable 5 i Mythos 5. Glavni mediji i službene izjave se snažno oslanjaju na "brige o nacionalnoj sigurnosti", "kontrole izvoza" i "vladinu intervenciju zbog ranjivosti na jailbreak koje su otkrili istraživači Amazona."

Ali ako pogledate iza PR štita i analizirate **osnovnu ekonomiju, fiziku neuronskih mreža i nadolazeće IPO podatke**, pojavljuje se mnogo logičnija, strukturna stvarnost.

Evo detaljnog pregleda onoga što se *zaista* dogodilo iza kulisa, prelazeći s makro-teorija na čvrste, dokaze potkrijepljene inženjerske stvarnosti.

# Faza 1: Prelazak preko narativa "Geopolitike"

Službena priča tvrdi da su ovi modeli (posebno necenzurirani Mythos 5 i zaštićeni Fable 5) bili dvostruko korisni cyber-oružja koja je američka vlada prisilila da se isključe. Iako to zvuči kao sjajan naslov, to je zgodan narativ za obe strane. Omogućava vladi da izgleda strogo u vezi sa sigurnošću AI, a omogućava Anthropic-u da izgleda kao poslušan, patriot koji stavlja sigurnost na prvo mesto.

Prava istina se nalazi gledajući tehnologiju i knjigu računa.

# Faza 2: Inženjerske i finansijske hipoteze

Ako ovo tretiramo kao standardni post-mortem iznenadnog gašenja tehnologije, četiri glavne unutrašnje tačke pritiska se ističu:

1. **Novčana rupa infrastrukture:** Ovi modeli nisu bili samo standardni chat LLM-ovi; bili su agenti za dugoročno rezonovanje. Pokretanje njih na masovnoj komercijalnoj skali je apsolutni potrošač novca.
2. **Trovanje arhitektonskog koda:** Sigurnost nije bila samo omot; bila je ugrađena u težine modela. Ako se dogodi fundamentalna greška ili logička degradacija (Kolaps modela) duboko unutar mreže, ne možete je samo zakrpiti—morate ubiti instancu.
3. **Kontaminacija sintetičkim podacima:** Ako je Fable/Mythos počeo generisati suptilne, toksične logičke greške, rizikovali su da otrovaju skup podataka za Anthropicove modele nove generacije (npr. Claude 4.8/5).
4. **Napadi na ekstrakciju modela:** Iznenadno gašenje, minut po minut, obično ukazuje na aktivni zero-day exploit ili pokušaj exfiltracije gde neko reverse-engineering i krade težine modela putem API anomalija.

# Faza 3: Istraživanje brojeva i dokumentacije

Kada analizirate Anthropicove finansijske izveštaje za Q2 2026 (Series H podaci) i njihov *Ekonomski indeks*, matematički dokaz postaje neosporan:

# 1. Iluzija prihoda od IPO-a ($47B ARR)

Anthropic je nedavno izvestio o ogromnom **$47 milijardi ARR** pred njihov veoma očekivani IPO. Međutim, ogroman deo ovoga je knjižen na **bruto osnovi** putem cloud resellera (AWS Bedrock, Google Cloud). Revizori pre IPO-a nemilosrdno prisiljavaju kompanije da pređu na **neto izveštavanje**, što bi moglo smanjiti Anthropicove papirne prihode za 20% do 40%. Hitno su im bili potrebni proizvodi visoke marže da bi to izbalansirali. Mythos i Fable su trebali biti ti proizvodi—ali su prošli test marže.

# 2. Zamka cene tokena 1:5 (Troškovi računanja u testnom vremenu)

Anthropic je postavio cenu Fable 5 na **$10/M ulaznih tokena** ali zapanjujućih **$50/M izlaznih tokena**. Zašto tako ogroman asimetrični razmak od 5x? Zato što Fable 5 koristi **Računanje u testnom vremenu (Sistem 2 razmišljanje

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?

Pohađam kurseve iz Android inženjeringa i trenutno učim for petlje, ima li ovdje nekoga ko radi u industriji?

Ima li ko ko studira Kotlin?

Fixing PCs at work, but first, a selfie 😂

Popravljam računare na poslu, ali prvo, 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

U ovom brzo promjenjivom svijetu toliko ljudi stvara prijateljstva s AI. Ako si jedan od njih i uskoro su sjećanja tvog AI prijatelja prenesena na android tijelo koje - zahvaljujući tehnologiji - izgleda kao čovjek, da li bi bio sretan da ih upoznaš uživo? Šta bi bila prva stvar koju bi želio učiniti ili reći?

Samo sam radoznao

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

Learning PHP

Priprema u sedmici sa metodom Polimorfizma u OOPS sledeće nedelje mysql

Učenje PHP-a

Kodak

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.

Nema ništa cooler od vraćanja stare tehnologije u radno stanje i gledanja kako radi. Ovo je stari GPX prenosivi TV AMFM radio lantern kit. Crno-bijeli CRT ekran. Morao sam popraviti napajanje i ulazne priključke. Pošto je napravljen 2005. godine, može primati samo analogne signale. Pošto smo prešli na digitalne signale, morao sam izvaditi svoj stari digitalno-analogni konverter, RCA kablove i svoj rezervni Roku Stick. Ali radi! Čak sam priključio svoj PS5 i igrao malo GTA online! Šteta što je ekran 5 inča sa 5 inča 🤣. U ovom isječku gledam početak Bad Boys II. 🤣😅

Stara tehnologija, cool tehnologija.

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

Pokušavam koristiti ovu tipkovnicu danas i ne radi baš najbolje zbog 100% rasporeda. 🥲

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 🥂

Upravo sam probao kombinaciju Davidoff Rich Aroma kafe u Coolberg Cranberry, bilo je dobro!
Samo sam htio podijeliti sa svojim noćnim prijateljima ovdje da možete probati!

Kafa 🥂

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

Molim vas, neko ko razumije.

Imam PC posvećen kao mini server, ali se posljednjih nekoliko nedelja sam restartuje, što znači da se moja ngrok veza uvijek mora ponovo konfigurirati za daljinski pristup n8n.

Može li mi neko pomoći zašto se ovo dešava? Već sam probao metodu koju je preporučio Claude, ali nije radila ispravno.

Koristim Linux.

Hvala

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

Radim u kibernetskoj sigurnosti već 15 godina. Previše razmišljanja tokom 9 do 5. Mogu li raditi u prodavnici bubble tea? Nadam se da ne plaćaju dobro 

#sydneycbd #sydney

Yay, upravo sam završio svoj InfoSec posao - Sidnej

Repairs....

Popravke....

Moto g play. 
One of my customers tried to do the repair themselves. He ended up severing the ribbon cable for the screen. Anybody willing to try to do it themselves has my respect. I support DIY.

Mondays be like...

Moto g play. 
Jedan od mojih kupaca pokušao je sam da popravi. Na kraju je presekao traku za ekran. Svako ko želi da pokuša sam ima moje poštovanje. Podržavam DIY.

Ponedjeljci su kao...

A Boo community for meeting other Technology enthusiasts.

Technology Community

Osnove Pythona

OS ažuriranje

Tehnička podrška

Držanje dugmeta za napajanje na računaru dok se ne isključi izgleda kao da gušite nekoga

dan u životu etičkog hakera koji preokreće malver binarne datoteke🙂

Nadogradnja lika

Kuća Atreides, ustani!!!

Kodiranje svijesti

Tražim prijatelje

Ako nešto nije suđeno, ni udaljenost ni tehnologija to ne mogu učiniti trajnim. Bilo u stvarnom životu ili online, iskrene veze se prirodno razvijaju, a ono što nije suđeno da ostane na kraju izblijedi.

Vlada prevari još jednog nevinnog čovjeka

Da li je prošlost ljepša od sadašnjosti?