Ekspektasi Semu 🐨

Doing web wizardry 🕸️ | #KTBFFH | He/Him

[Ekspektasi Semu 🐨 @prikenang]

@agusmibrahim @papanberjalan Mau coba GUI bisa pakai ini

https://t.co/FSyVwYC6R1

[ertigaID @ertigaid]

Spoiler belakang model gini kan cakep, clean look. Karena ngga semua orang demen spoiler belakang yg sporty mirip betmen 😭

Kontak rmh modifikasi, bisa dibuatin spt ini tapi min order 3 pcs 🥲

[CFCDatro @CFCDatroo]

A friendly reminder that Chelsea is the only club to cook this PSG super team. Maresca is a mad man lmfao

[Bridgways. @Bridgways]

🌎🔵🏆

[Bridgways. @Bridgways]

Pride of London. 🌍🏆

[Bridgways. @Bridgways]

Champions of Europe, you'll never sing that. 🗣️

[Chelsea FC @ChelseaFC]

Come and visit London’s Home of Trophies. 🏆

Book your Stadium Tour at Stamford Bridge now. ⭐️⭐Come and visit London’s Home of Trophies. 🏆

Book your Stadium Tour at Stamford Bridge now. ⭐️⭐Come and visit London’s Home of Trophies. 🏆

Book your Stadium Tour at Stamford Bridge now. ⭐️⭐Come and visit London’s Home of Trophies. 🏆

Book your Stadium Tour at Stamford Bridge now. ⭐️⭐Come and visit London’s Home of Trophies. 🏆

Book your Stadium Tour at Stamford Bridge now. ⭐️⭐Come and visit London’s Home of Trophies. 🏆

Book your Stadium Tour at Stamford Bridge now. ⭐️⭐️

[Indra Charismiadji @icharis]

🧵 THREAD: Tech bros bilang @ibamarief tidak bersalah karena “hanya konsultan”.

Guru @zanatul_91 menjawab:
“Masalahnya bukan siapa yang eksekusi. Masalahnya, ide dan proyek yang kalian rancang tdk terbukti meningkatkan kualitas belajar murid—bahkan justru menambah beban guru.”

[Ekspektasi Semu 🐨 @prikenang]

Baru tau Start Menu di Windows 11 tuh dibikin pake React
OS aneh
😂

[Windows Latest @WindowsLatest]

Microsoft’s distinguished engineer teases that “native apps are back,” as the company plans to build 100% native apps for Windows 11.

Windows 11's biggest problem isn't ads or performance, but the app experience.

Apps like Netflix, WhatsApp, and even Microsoft's own Windows apps are now powered by either WebView2 or PWAs (web app technology).

I don't hate web apps, but they feel slow and not truly part of the operating system. A right-click makes you feel you're browsing Edge, and have options like Inspect Element.

Microsoft has confirmed it'll build 100% native apps for Windows 11, and it's also moving some OS features back to native code.

This includes the Start menu, which is currently powered by React and is now moving to WinUI. The upcoming Agenda view, which was a WebView2-based component, is also moving to native code.

However, the biggest challenge is that Microsoft needs to convince developers to build native apps for Windows.

[Arcana lagi Open Order | Asta Ebrahim @jellypastaa]

aku barusan baca soal kematian gajah.

katanya nih ya, gajah tua kalo ngerasa hidupnya udah ga lama lagi dia bakal misahin diri dari kelompok, terus dia bakalan jalan sendirian ke suatu tempat yang disebut kuburan gajah

di tempat itu banyak banget tulang gajah lain yang udah mati sebelumnya. kek seolah ada lokasi rahasia yang cuma diketahui sesama gajah.

nah, kisah ini ternyata udah ada dari lama, dipopulerkan lewat dokumenter, film, sampai jadi inspirasi adegan ikonik di film The Lion King.

kalo dipikir-pikir sedih juga ya, gajah bisa mikir waktunya udah deket, jadi dia milih menjauh dan cari tempat untuk mati.

tapi sayangnya, ini cuma mitos.

para peneliri udah bertahun-tahun mempelajari fenomena ini dan ternyata tempat yang disebut kuburan gajah pun gapernah ada secara harfiah.

ga ada lokasi rahasia yang sengaja didatangi gajah untuk mati.

"loh? terus kenapa banyak tulang gajah ditemukan di satu lokasi tertentu?"

nah, ternyata jawabannya jauh lebih sederhana. tapi karna sederhana ini menurutku bikin kondisinya ga kalah menyedihkan.

jadi, gajah tua itu biasanya kesulitan nyari makan dan minum karena giginya udah ompong. karena itu mereka cenderung tinggal di dekat sumber air dengan tanaman lunak yang mudah dimakan.

pas mereka mati, tubuh mereka bakalan disitu sampai jadi tulang belulang. dan karena banyak gajah tua lain yang berakhir di tempat yang sama, tulang mereka pun menumpuk di sana.

jadi bukan karena mereka memilih untuk pergi ke kuburan gajah, tapi tempat yang dijuluki kuburan gajah itu jadi satu-satunya tempat yang bisa menampung mereka saat tubuhnya udah ga sanggup.

oh, gajah memang ngerti konsep mati dan inituh udah didokumentasikan oleh peneliti seperti Cynthia Moss dan Karen McComb di Kenya.

kalo ada gajah mati, gajah lain bakal berdiri lama di sekitar tubuh gajah mati itu, mereka sentuh dengan belalai, kadang juga ngeluarin suara dengan frekuensi rendah.

suara dengan frekuensi rendah ini disebut lementation call, atau panggilan ratapan.

sumber bacaan lainnya:
https://t.co/ZhxBlQdwSn

https://t.co/wHFDygGQ92

https://t.co/Mpu2vrFbma

[Gogo | Dota for Toxicity @lwastuargo]

Nek ra sugih n ra pinter ra kroso le nganggo AI

The divide will get bigger. We saw it miles away, years ahead of time. Lock the fuck in

Don’t blame those who prepped when you’re left behind. Salahin aja pemerentah

[💭 baseconvo @baseconvo]

💭 TITIPAN.
Aku tadi minjem laptop abi, trus ga ekspek nemu catatan terakhir umi🥹.
I lost a piece of my heart, but he lost the reason it beat. Sehat selalu abi🥹

[Bridgways. @Bridgways]

RIP Chelsea Football Club, 2026.

[Ibrahim Arief @ibamarief]

Since last year, I've arguably been wrongfully accused in a state corruption case.

To defend my innocence, I spent past 6 weeks building an agentic AI swarm that:

Analyzed 4700+ pages court docs
Mapped 8900+ testimonies
Found dozens of contradictions

This is how I fight 👇🏼

First off, some context may be necessary.

Even though I'm accused in a state corruption case, I'm not a government official. I'm a software engineer. I spent over 15 years building large-scale tech systems across Europe and Indonesia. I've led engineering teams of up to 600 people and helped grow a small tech startup into a unicorn.

In 2016, I moved back from Europe to Indonesia, because I believe technology at scale could make a real difference to the millions of people in the nation.

Six years ago, working as a tech consultant under a nonprofit foundation, I started advising Indonesia's Ministry of Education on building large-scale technology platforms.

Public sector work pays significantly less than private sector, and I took close to a 50% pay cut to make the switch. I was fine with that. Using what I knew to help underserved communities in Indonesia felt like the right trade.

Our mission was to build a user-centric superapp for public education, specifically for teachers and public schools, the kind of work the private sector ignores because there's no money in it.

At some point, officials at the ministry asked for my input on one of their procurement plans. I helped them work through the technical details, shared what I knew, laid out the pros and cons, and recommended a set of tests they should run to determine which options were the most suitable.

By the time they made their final decision and executed the procurement, I had already resigned from the consulting work, so I didn't think much of it.

Fast forward to May 2025. My house was raided as part of a newly opened corruption investigation tied to that procurement. Two months later, I was named a suspect and placed under city detention due to my health.

The trial started in January 2026. We've been through more than a dozen sessions so far, and not a single piece of evidence or testimony has been presented showing I received a single cent from the procurement.

What came to light was the opposite: evidence and testimony that my recommendations were neutral and likely were ultimately ignored by the ministry's own team, who went ahead and made the call on their own.

So why am I the one on trial? Because the ministry officials who did take money from the procurement vendors needed someone to blame for the decisions they made. Blaming an outside consultant is the easy way out.

Witness testimonies in court has shown that the officials actively directed the procurement while claiming it was done on my instructions and even misled their own team within the ministry by saying I held a position of authority.

We needed evidence to dispute those accusations, questions to cross-examine the witnesses, and we needed them fast.

This is where my AI comes in.

A few days before the trial began, we received a 4400-page printed document containing all the witness statements collected during the investigation, plus several hundred pages of other related documents.

The information asymmetry is staggering. Those with deep enough pockets to hire large law firms can throw dozens of paralegals and associates at a document like that and mount a proper defense on short notice.

I didn't have that kind of money. By then, I had been out of work for more than six months. The AI startup I founded had to shut down. Our investors asked us to return their funding. I had to lay off the entire team.

Most of my lawyers are friends of my wife from her college days, who stepped up and waived most of their fees because they could see I was being railroaded.

The whole situation felt hopeless. But somewhere in the middle of the despair, a spark lit up.

Combing through and analyzing thousands of pages of documents is exactly the kind of problem AI was built for.

I've built AI systems before, so I know the key to applying AI to a real-world problem is understanding the strengths and limitations of the available models, and figuring out how to make things not just work, but work efficiently enough to put into production.

I was placed under city detention due to health issues with my heart, compounded by a tumor that has been growing rapidly over the past few months. But it also means I still have access to my dev PC.

So I started with small experiments. My lawyers found a printing service that could scan the thousands of pages in a couple of days. At first, I tried simply uploading the scanned PDF into existing chatbots like ChatGPT, but the file was far too large for anything they could handle.

Even when I managed to get it working through external cloud storage, the results were atrocious. Half of the strategies and "facts" the models surfaced were hallucinations. That wouldn't just be useless in court, it's actively dangerous and can jeopardize my defense.

My experience building complex AI systems told me that the key to reducing those hallucinations is better data preprocessing.

So I spent the first couple of weeks focusing on parsing the uploaded PDFs, running various kinds of text extraction, and eventually settled on building an agentic AI swarm that performs multiple layers of preprocessing and analysis.

This multi-step analysis by several AI agents that swarm the PDF and extract different aspects of the case produces a dense knowledge graph where we can even trace the flow of money involved.

My lawyers can now easily browse, filter, and search through nearly 9000 witness statements. We even discovered several witnesses with duplicate testimony, raising suspicion of coordinated efforts or tampering among them.

But I didn't stop there. The processing chain includes several higher-level intelligence layers that draw from all the signals in the extracted knowledge graph. These layers add semantic understanding that powers a Chat AI feature, where we can ask specific questions about the case and get grounded answers.

I even built a self-reflective sub-agent that automatically challenges and inspects the results to make sure there are zero hallucinations.

Overall, the AI has helped me and my legal team uncover the big picture of what actually happened, and build questions that span hundreds of separate testimony sessions, giving us an unprecedented ability to cross-examine witnesses in court and significantly improved our defenses.

But I have grander vision than just helping my own legal team. Indonesia's legal system is severely overburdened, with a huge number of cases flowing through the courts every year. This kind of AI could be a useful tool not just for lawyers, but also for judges and prosecutors trying to make sense of their caseloads.

With the cross-examinations we've conducted and the weight of evidence that has come to light, we are aiming for an acquittal.

Should that be the case, my pledge is to keep building this AI platform into something that can meaningfully improve the quality of justice in our legal system: by helping investigators analyze cases more thoroughly and shine a light on any potential crimes, by raising the standard of what prosecutors bring before a judge, and by giving lawyers the ability to uncover the truth in their clients' cases faster than ever before.

Because in the end, I want what I've built to help more than just myself. I believe it can ease the burden on our judges and raise the quality of justice across the system in Indonesia.

[TIRTA @tirta_cipeng]

Fans chelsea 🤝 fans lfc musim ini
Wkwkwwkwkwkwkw

Rentan gosong kita lik.
Lebih jengkel ama permainan dan manajemen tim sendiri skrng

[Ekspektasi Semu 🐨 @prikenang]

Masih sedih ga sengaja update ios 26 😭

[Ekspektasi Semu 🐨 @prikenang]

Animasi home screen di ios 26 tuh mbok ya dimatiin aja kalo cuma abis buka notif panel
Udah bener lho itu abis nutup control panel anteng aja home screennya
Kenapa ga sekalian sih? 😡

[Ekspektasi Semu 🐨 @prikenang]

Animasi home screen di ios 26 tuh mbok ya dimatiin aja kalo cuma abis buka notif panel
Udah bener lho itu abis nutup control panel anteng aja home screennya
Kenapa ga sekalian sih? 😡

[Ekspektasi Semu 🐨 @prikenang]

Oh nooo
Tema Dim di X di hapus ya? 😭
Sakit mata pake light theme, tp dark themenya jelek terlalu item 🥲

[Ekspektasi Semu 🐨 @prikenang]

Ya ampun, kasihan sekali masa kecilku nggak kenal sama novelnya 🥲

[NA WILLA BELUM TURUN BIOSKOP ✨ @Adriandhy]

Bismillahirahmaanirahiim OFFICIAL TRAILER NA WILLA! 👧🏻✨

Selamat datang di dunia Na Willa, cerita terbaru dariku, mengadaptasi novel Ibu Reda Gaudiamo lewat hati & imajinasi!

Izinkan LEBARAN 2026 ini kuajak kalian #JadiAnakAnak dalam perayaan terbesar untuk keluarga di BIOSKOP!

[Merapi Uncover @merapi_uncover]

Candi Prambanan dan Gunung Merapi yang dipisahkan oleh lautan awan Seperti kolase dua foto, padahal ini satu foto utuh

(Iqbalxpangestu)