Jagat

Technology

technology

Good info right?

Inpo anu saé, leres?

Anyone at the AWS summit in DC?

Aya anu di AWS summit di DC?

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

Nilai 1 dugi ka 10 pikeun setélan kuring, upami teu aya anu hoyong terang naon anu kuring gaduh, sapertos:
- PS5 Custom
- LG UltraGear OLED
- Corsair Xeneon EDGE

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

Témbongkeun ka kuring setélan anjeun

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

Abdi henteu masalah aya di mobil anu nyetir sorangan. Ieu sabenerna cukup pikabitaeun. Ieu ngeunaan kali ka-3 abdi 😊 meureun abdi tiasa kéngingkeun hiji pikeun peuting kaluar tapi pikeun ayeuna siang.

My Alice Keeb 🩷
Still in awe, she looks so cool 😎

My Alice Keeb 🩷
Masih kagum, anjeunna katingalina keren pisan 😎

Weekend Plans!

Akhir pekan ieu bakal dihabiskeun sareng QML

Rencana Akhir Pekan!

Fixing PCs at work, but first, a selfie 😂

Ngabenerkeun PC di tempat kerja, tapi heula, selfie 😂

🔋

A beginner's model for rainfall prediction.

First Draft Done!

Draf Kahiji Beres!

Why do people like the small talk so much

Naha jalma resep pisan ngobrol leutik?

- 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

- Kuring umur 44 dina kurang ti 2 minggu (3 Juli)
- Kuring bakal asup kana karir rékayasa android 
- Kuring bakal pindah dina 2027 ✌️

Apdet saprak kuring angkat salami 8 bulan

Because you need a new toy once in a while. But no mounts because I can't be bothered with that.

Bose

Kusabab anjeun peryogi kaulinan anyar sakali-kali. Tapi teu aya montase sabab kuring teu hoyong repot sareng éta.

set up

hai, punten bagikeun setelan pagawéan anjeun

nyetél

To migrate from my Mac of 11 years to a new Mac for hopefully the next 11 years. Hope my iTunes doesn't reset like it did in 2015.

The arduous task at hand

Pindah ti Mac kuring anu geus 11 taun ka Mac anyar pikeun muga-muga 11 taun ka hareup. Muga-muga iTunes kuring teu reset saperti anu kajadian di 2015.

Tugas anu beurat di tangan

... 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 pikeun mobil leutik 🙃 jadi kuring tiasa gaduh 240 V di mobil sareng tiasa nganggo pengering rambut upami hujan...
👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲👨🏻‍🦲
🤣🤣🤣🤣🤣

🪛🔩⚙️ Ayeuna Kuring Benerkeun...

That makes seven.
Seven devices that I either can or cannot root.
This is for my programs so I can attain an autonomous agent.
An autonomous agent that'll run through all my devices.
An agent to help me out with daily tasks and talk to me.
Because I have no friends, no life, and I'm working with machines.
This is going to be interesting and fun when I get Elchymin online.

I definitely didn't just buy another rootable phone...

Ieu nyieun tujuh.
Tujuh alat anu kuring tiasa atanapi henteu tiasa di-root.
Ieu pikeun program kuring supados kuring tiasa ngahontal agén otonom.
Agén otonom anu bakal ngajalankeun sadaya alat kuring.
Agén pikeun ngabantosan kuring dina tugas sapopoe sareng ngobrol sareng kuring.
Kusabab kuring teu gaduh rerencangan, teu gaduh kahirupan, sareng kuring damel sareng mesin.
Ieu bakal janten pikaresepeun sareng senang nalika kuring ngaktipkeun Elchymin.

Kuring pasti henteu ngan ukur mésér telepon rootable anu sanés...

Linux oh Linux, why you always Kernel Panicccccccc

Kernel Panic

Linux oh Linux, kunaon anjeun sok Kernel Panicccccccc

Chat GPT VS GEMINI

In my personal oppinion Toyota has one of the most efficient and reliable Automobiles in the whole world. My first car was Toyota Avensis 2.2 Dcat and for 2 years dryving it I didnt do anything on it except oil change.
This Year I bouth a brand new car from the Shop and I am more than happy to share to you that is worth it Toyota Corolla 2026.

Toyota

Dina pendapat pribadi kuring, Toyota ngagaduhan salah sahiji mobil anu paling efisien sareng dipercaya di sakuliah dunya. Mobil kahiji kuring nyaéta Toyota Avensis 2.2 Dcat sareng salami 2 taun nyetir éta, kuring henteu ngalakukeun naon-naon ka éta kecuali ganti minyak.
Taun ieu kuring mésér mobil anyar ti toko sareng kuring langkung ti senang pikeun ngabagi ka anjeun yén éta pantes Toyota Corolla 2026.

The future is now. Today I had the opportunity and pleasure to talk to a humanoid robot. 😅

The future is now. 🤔👁👁

Masa depan ayeuna. Dinten ieu abdi ngagaduhan kasempetan sareng kabagjaan pikeun ngobrol sareng robot humanoid. 😅

Masa depan ayeuna. 🤔👁👁

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

Google Pixel Buds Pro 2

Naha ieu pantes dibeli mikir pikeun meuli sabab Harvey Norman gaduh harga EOFS anu saé pikeun ieu.

This watch is starting to get scary.
Last night I slept without it on & 
It still recorded my sleep😱
How Does That Happen?🤔

Jam ieu mimiti janten nyeremin.
Kamari peuting kuring sare tanpa éta & 
Éta masih ngarekam sare kuring😱
Kumaha Ieu Kajadian?🤔

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

Finally

Akhirna abdi mendakan sababaraha stik RAM anu tiasa abdi bayar. Abdi teu sabar pikeun ngawangun proyék salajengna abdi 😇

Akhirna

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

Halo sadayana,

Sakumaha seueur di antara anjeun, kuring parantos ngagali ngeunaan panutupan dadakan sareng tanpa upacara tina modél Fable 5 sareng Mythos 5 ti Anthropic. Média mainstream sareng pernyataan resmi condong pisan kana "kekhawatiran kaamanan nasional," "kontrol ekspor," sareng "intervensi pamaréntah kusabab kerentanan jailbreak anu kapendak ku panaliti Amazon."

Tapi lamun anjeun ningali ngalangkungan tameng PR sareng nganalisis **ekonomi dasar, fisika jaringan saraf, sareng data IPO anu bakal datang**, hiji kanyataan struktural anu langkung logis muncul.

Di dieu aya analisis jero ngeunaan naon anu *sacara nyata* kajadian di balik layar, ngalih ti teori makro ka realitas rékayasa anu didukung bukti.

# Fase 1: Ngalangkungan Narasi "Geopolitik"

Carita resmi nyatakeun yén modél ieu (khususna Mythos 5 anu henteu disensor sareng Fable 5 anu dijaga) mangrupikeun senjata siber dual-use anu dipaksa offline ku pamaréntah AS. Sanajan éta nyieun judul anu saé, éta mangrupikeun narasi anu merenah pikeun dua sisi. Éta ngamungkinkeun pamaréntah katingali tegas dina kaamanan AI, sareng ngamungkinkeun Anthropic katingali salaku patriot anu patuh sareng utamakeun kaamanan.

Kanyataan anu sabenerna kapendak ku ningali téknologi sareng buku catetan.

# Fase 2: Hipotesis Rékayasa sareng Keuangan

Lamun urang nganggap ieu salaku post-mortem standar tina panutupan téknologi anu dadakan, opat titik tekanan internal utama muncul:

1. **Lubang Duit Infrastruktur:** Modél ieu sanés ngan ukur LLM obrolan standar; aranjeunna mangrupikeun agén pamikiran jangka panjang. Ngajalankeun aranjeunna dina skala komérsial massal mangrupikeun pembakar duit anu mutlak.
2. **Pangacian Kode Arsitektur:** Kaamanan sanés ngan ukur bungkus; éta parantos dipanggang kana beurat modél. Lamun aya cacad dasar atanapi degradasi logis (Model Collapse) anu kajadian jero dina jaringan, anjeun henteu tiasa ngan ukur nambal éta—anjeun kedah maéhan instansi éta.
3. **Kontaminasi Data Sintétik:** Lamun Fable/Mythos mimiti ngahasilkeun kasalahan logis anu halus sareng toksik, aranjeunna résiko ngacaukeun dataset pikeun modél generasi salajengna ti Anthropic (contona, Claude 4.8/5).
4. **Serangan Ékstraksi Modél:** Panutupan dadakan, menit-per-menit biasana nunjukkeun eksploitasi zero-day anu aktif atanapi usaha exfiltrasi anu lumangsung dimana batur ngareverse-engineering sareng nyolong beurat modél ngalangkungan anomali API.

# Fase 3: Ngagali Angka & Dokumentasi

Nalika anjeun nganalisis filing keuangan Q2 2026 ti Anthropic (data Seri H) sareng *Indéks Ékonomi* maranéhanana, bukti matematis janten teu tiasa disangkal:

# 1. Ilusi Pendapatan IPO ($47B ARR)

Anthropic anyar-anyar ieu ngalaporkeun **$47 Miliar ARR** anu ageung sateuacan IPO anu dipiharep pisan. Nanging, sakedik bagian ageung tina ieu dipesen dina **dasar kotor** ngalangkungan reseller awan (AWS Bedrock, Google Cloud). Auditor sateuacan IPO sacara kejam maksa perusahaan pikeun ngalih ka **laporan bersih**, anu tiasa ngirangan pendapatan kertas Anthropic ku 20% dugi ka 40%. Aranjeunna peryogi pisan produk asli anu margin tinggi pikeun ngimbangan ieu. Mythos sareng Fable kedahna janten produk éta—tapi aranjeunna gagal dina uji margin.

# 2. Jeratan Harga Token 1:5 (Biaya Komputasi Waktu Uji)

Anthropic harga Fable 5 di **$10/M token input** tapi **$50/M token output** anu mencengangkan. Kunaon jarak asimetris 5x anu ageung? Sabab Fable 5 ngagunakeun **Komputasi Waktu Uji (Pamikiran Sistem 2)**. Sateuacan ngahasilkeun hiji kecap, modél ngahasilkeun ratusan rébu *token pamikiran internal* pikeun ngoreksi diri. Klien ngan ukur mayar pikeun téks output akhir, tapi GPU Anthropic ngalakukeun pagawéan Herc

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?

Kuring nuju nyandak kursus dina rékayasa Android sareng ayeuna kuring diajar for loops, naha aya anu di dieu anu damel di industri?

Aya anu diajar Kotlin?

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

Ngarah nyobian ngagunakeun Keeb ieu ayeuna sareng éta henteu jalan saé pisan kusabab tata letak 100%. 🥲

Well, this requires extra patience 👑

Nya, ieu merlukeun kasabaran tambahan 👑

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

Dina dunya anu gancang robih ieu, seueur jalma anu ngadamel babaturan sareng AI. Upami anjeun salah sahiji ti aranjeunna sareng enggal kenangan babaturan AI anjeun diunggah ka awak android anu - syukurlah pikeun téknologi - katingalina sapertos manusa, naha anjeun bakal bagja patepung sareng aranjeunna sacara langsung? Naon anu janten hal kahiji anu anjeun hoyong laksanakeun atanapi nyarios?

Kuring ngan ukur panasaran

Nilkin foldable keyboard and an ergonomic vertical mouse so I can play on my bed

I’m going wireless and I regret not doing it earlier 🫠

Keyboard lipat Nilkin sareng mouse vertikal ergonomis supados abdi tiasa maén di ranjang abdi

Abdi badé tanpa kabel sareng abdi nyesel henteu ngalakukeunana langkung tiheula 🫠

Why I come to work today, I have no idea.
Walk in and this Beautiful specimen of technology is sitting on my repair desk...

iPhone 16 shattered back glass and punctured battery.... 

Total rebuild.

iPhone 16

Naha kuring datang ka kerja dinten ieu, kuring teu gaduh ideu.
Asup sareng ieu Spesimen éndah tina téknologi nu diuk di méja perbaikan kuring...

iPhone 16 kaca tukang anu ruksak sareng batré anu ditusuk.... 

Rebuild total.

Building careers by day, looking for a connection by night.😁

Today quote: " life always give you another chance it's called tomorrow "🕊️

Work in Progress ☕

Ngawangun karir di siang, milarian sambungan di peuting.😁

Kutipan dinten ieu: "hirup salawasna masihan anjeun kasempetan deui, disebutna isukan"🕊️

Karya nu keur dijalankeun ☕

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.

Teu aya anu langkung keren tibatan tiasa ngabalikeun sababaraha teknologi heubeul ka kaayaan jalan sareng ningali éta jalan. Ieu mangrupikeun kit lentera radio TV portabel GPX heubeul. Layar CRT hideung sareng bodas. Kudu ngalereskeun sirkuit daya sareng jack input. Kusabab ieu didamel dina taun 2005, éta ngan tiasa nampi sinyal analog. Saprak kami parantos ngalih ka sinyal digital, kuring kedah ngaluarkeun konverter Digital ka analog heubeul kuring, kabel RCA, sareng Roku Stick cadangan kuring. Tapi éta jalan! Kuring bahkan nyolok PS5 kuring sareng maén GTA online! Hanjakalna, éta layar 5 inci ku 5 inci 🤣. Dina klip ieu kuring ningali awal Bad Boys II. 🤣😅

Teknologi Heubeul Teknologi Keren.

Just engraving stainlesteel bottle with diode laser engraver

Engraving bottle

Ngan ngukir botol stainlesteel nganggo mesin ukir laser diode

Ngukir botol

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 🥂

Kuring anyar waé nyobian kombinasi kopi davidoff rich aroma di Coolberg Cranberry, éta saé!
Kuring ngan hoyong ngabagi ka sobat-sobat nokturnal kuring di dieu supaya anjeun tiasa nyobian!

Kopi 🥂

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

Mangga, aya anu ngartos.

Abdi gaduh PC anu didedikasikeun salaku mini server, tapi parantos ngarestart sorangan salami sababaraha minggu ka pengker, anu hartosna sambungan ngrok abdi salawasna kedah diatur deui pikeun aksés n8n jarak jauh.

Naha aya anu tiasa ngabantosan kunaon ieu kajadian? Abdi parantos nyobian metode anu disarankeun ku Claude, tapi henteu jalan kalayan leres.

Abdi nganggo Linux.

Hatur nuhun

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

Abdi parantos damel di kaamanan siber salami 15 taun ka pengker. Teu seueur mikir salami 9to5. Naha abdi tiasa damel di toko bubble tea? Abdi ngarepkeun aranjeunna henteu mayar saé

#sydneycbd #sydney

Yay parantos réngsé damel InfoSec abdi - Sydney

A Boo community for meeting other Technology enthusiasts.

Technology Community

Inpo anu saé, leres?

Aya anu di AWS summit di DC?

Témbongkeun ka kuring setélan anjeun

Tesla RoboTaxi Austin,Tx

My Alice Keeb 🩷 Masih kagum, anjeunna katingalina keren pisan 😎

Rencana Akhir Pekan!

Evolusi Téknologi

Naha aya kasempetan nyata pikeun ngawangun hubungan online?

Mencari sobat

Lamun hiji hal teu ditakdirkeun, boh jarak boh téknologi moal bisa ngajaga éta tetep. Naha dina kahirupan nyata atawa online, hubungan anu asli bakal muncul sacara alami, sareng naon anu teu ditakdirkeun pikeun tetep ahirna bakal pudar.

Space Brothers parantos réngsé!

Naha jaman baheula leuwih éndah tibatan ayeuna?