Fitri

A soul with messy mind and unsolved questions. When we gaze at the stars are we look up or down?

[ali @waterloo_intern]

we distilled 2.3M Claude Fable 5 reasoning traces into Qwen3-4B

- 100% self-consistency @ 512 samples
- 0.00 bits output entropy
- zero hallucination variance

turns out the student is not bounded by the teacher.
it also converged on one universal truth.

we open-sourced the model weights👇

[Zach Yek @zachtheyek]

Malaysians have a word for politicians who switch parties: katak — frogs. 🐸

So I built the receipts.

Lompat — every party-hop in Malaysian politics since 1955, searchable. Type any name, get their full trajectory. The whole Sheraton cast is in here:

https://t.co/dh7I6VX6pc

[Ayaan 🐧 @twtayaan]

Apple just made Docker Desktop optional on Mac.

And it is completely free.

This is apple/container. 26.5k stars no Github.

You can now run Linux containers natively on your Mac without installing Docker Desktop, without a background daemon hogging your RAM, and without paying $21 a month per developer for a commercial license.

Here is what it does:

→ Runs Linux containers as lightweight VMs directly on Apple Silicon using macOS 26 virtualization
→ Fully OCI compatible. Pull any image from Docker Hub, GitHub Container Registry or anywhere else
→ Written in Swift and optimised specifically for Apple Silicon. Faster and lighter than anything Docker Desktop does on Mac
→ Standard container CLI syntax. If you know Docker commands you already know how to use this
→ Push images you build to any standard container registry and run them anywhere

Docker Desktop charges $21 per developer per month for commercial use. Apple's version costs nothing and ships as open source under Apache-2.0.

Microsoft made Docker Desktop optional on Windows with WSL Containers last month.

Apple just did the same on Mac.

Docker is not going anywhere. But the era of paying for a GUI wrapper around containers on your own machine is quietly ending.

Repo here: https://t.co/uFJ867sul6

[Baidu AI @BaiduAI_News]

We’re open-sourcing Unlimited OCR — built to read long documents in one pass.

With 3B total parameters and only 500M activated, Unlimited OCR sets new end-to-end SOTA results on OmniDocBench v1.5 and v1.6.

The key innovation is Reference Sliding Window Attention (R-SWA), inspired by how humans transcribe books: keeping the source, recent context, and next words in focus, while softly forgetting what’s no longer needed.

With constant KV Cache size and lower attention cost, Unlimited OCR can transcribe 40+ pages in a single forward pass — without losing context or slowing down.

Explore the model👇:
--GitHub: https://t.co/5ZJBsEldKd
--Hugging Face: https://t.co/4FKFr9EfOu

[Vaibhav Sisinty @VaibhavSisinty]

A 25-year-old housewife in Chennai earns ₹250/hour ($3) just by doing her normal housework.

She wears a phone on her head and records herself making coffee, cutting fruit, folding laundry.

These first-person videos get sent to AI companies training humanoid robots to handle real-world tasks. She shoots 90+ clips a day.

Her quote: "Who else will pay you ₹250/hour ($3) an hour just for doing housework?"

She's part of a growing gig economy in India where thousands are doing the same thing, filming everyday life to train the robots of tomorrow.

[DROID @droidbuilds]

"mom, how did we get so poor?"

"your father had Claude Max, ChatGPT Pro, Cursor Pro and shipped absolutely nothing"

[Teddy - PolyBackTest.com @Bitcoin_Teddy]

Corporation: "We made $4B but spent $3.9B so we only owe taxes on $100M."
Government: "Totally reasonable."

You: "I made $60K but spent $58K on survival."
Government: "You owe taxes on $60K."
You: "That's not—"
Government: "File by May 15."

[Jack Fields @OrdinaryInds]

Let’s be clear. If you’re doing this you aren’t a software engineer. Software engineers actually know how to use the computer.

[Akash @kaaaash____]

Be honest,

Why is every software engineer’s backup plan always farming?

[i2cjak @i2cjak]

software “engineers” are so retarded. TAILSCALE. VPS. DISABLE SLEEP WHEN YOU SHUT THE LID. what is wrong with these idiots a fucking ELECTRICAL ENGINEER has to explain this to you

[Notion Developers @NotionDevs]

Install ntn, the Notion CLI.

It brings the entire Notion API to your terminal, plus everything you need to build and deploy Workers. Built for humans and coding agents alike.

Install with: curl -fsSL https://t.co/2dJqE3YHvw | bash

[Roan @RohOnChain]

This 2 hour Stanford lecture will teach you more about how LLMs like ChatGPT & Claude are built than most people working at top AI companies learn in their entire careers.

Bookmark this & give 2 hours today, no matter what. It'll be the most productive thing you do this week.

[FrankenNu 🧟‍♀️ @KyaryHime]

This alone is the proof you are not suitable to be a PM. You don't understand the urgency to set a good example to the public during energy crisis. Unfortunately you will win because enough idiots will vote for you.

"Tak wujud krisis tenaga di Terengganu, konvoilah puas-puas."

[hoeem @hooeem]

POV: you’re the only person at work who doesn’t know how to build an AI agent.

[bubble boi @bubbleboi]

Bro has to change the name of the channel from Predictive History to Prescriptive History

[Andrew Lokenauth @FluentInFinance]

-Life of a millenial
-Recession at the age of graduation
-Pandemic at the age of independence
-AI layoffs at the age of career growth
-Housing crisis at the age of home ownership

[Elorm Daniel @elormkdaniel]

With Apple Pay, your real card number never really leaves your device. When you add your card, the bank creates a special replacement number called a Device Account Number (DAN). That DAN is stored securely inside the phone’s Secure Enclave chip, not on Apple’s servers. When you pay, your phone sends this DAN plus a one-time cryptographic code to the merchant. The merchant never sees your real card, and Apple doesn’t process the transaction itself. It’s basically: phone → bank → done. Everything sensitive stays on the device.

With Google Pay, the idea is similar but the path is different. Instead of storing everything only on the device chip, Google often uses cloud tokenization. Your card info is linked to Google’s servers, which generate payment tokens during transactions. When you tap to pay, a token is fetched/created and sent to the merchant, then validated by the bank. So it’s more like: phone → Google server → bank. Still secure, but it relies more on the cloud.

So both systems hide your real card number. Apple leans more toward hardware-based security (on-device chip), while Google leans more toward server/cloud-based token management.

In simple terms:
Apple Pay locks your card inside your phone.
Google Pay locks your card behind Google’s servers.

Either way, the shop never gets your real card details; which is why mobile payments are often safer than swiping your physical card.

[Qeez #RobohKuilHaram @qeezfikir]

Defend kuil haram, defend kebun haram raub. Is this “democratic” action party that should “uphold and abide the law”. No dignity, disgusting and unprincipled

[Vincent The Therapist @mrhighfoster]

Let me explain what this means so that you understand better.
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Sometimes tiny cells in our stomach get very stubborn and turn into bad guys called cancer. They grow way too fast and don't listen to the body's rules.
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But you see, these smart scientists in Korea didn't want to fight them with big scary bombs and bazookas like old medicines do. Instead they sat the cells on a wooden bench and said "Look here you stubborn cells, why don't you just remember who you really are and be good again?
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So they made a pretend computer twin of our belly cells. Just like a magic video game version. (something like that sha) so they played around in the game to find the three bossy switches that were making the cells stay stubborn.
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Those three bossy switches have funny names. They are MYB, HDAC2, and FOXA2.
Fantastic 3 lool
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The scientists turned those three mean switches Off. Poof.
And just like that guess what? The stubborn cancer cells were like "Ohhh… I remember now!
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Then they calmed down, grew up properly, and turned back into nice, normal belly helper cells. No more bad growing.

They then tried this in Mice, and the poor mice got better. The bad lumps got smaller because the cells stopped being the bullies they were.

It's like telling your barking Dog at home to shusss and calm down. And it actually calms down.
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This isn't ready for humans yet, as it's still developing. But it's going to help out someday. And well, a lot of people are gonna be wayyyy happier.
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Kudos to the scientists once again and I'm super happy about this development and the positive impact it's going to have on affected people 💪🏾💪🏾
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✍️ Vincent The Therapist