El

M | Philo

[Mustafa @oprydai]

markov chains are simple but powerful.

they model systems where the next state depends on the current state.

not the whole past.

• states → possible conditions
• transitions → ways the system moves
• probabilities → uncertainty with structure
• memorylessness → only now matters
• steady state → long term behavior emerges

weather.
markets.
language.
biology.
robot navigation.
queues.

markov chains teach you a brutal systems lesson:
complex behavior can emerge from simple transition rules.

[Cosmos Archive @cosmosarcive]

At first glance, Gradient, Divergence, and Curl may look like just more symbols from vector calculus. In reality, they describe three fundamentally different ways a field can behave. Understanding the intuition behind them makes many concepts in physics and engineering much easier to visualize.

The Gradient points in the direction of the steepest increase of a scalar quantity and tells us how rapidly that quantity changes. Divergence measures the net flow leaving or entering a point, helping identify sources and sinks within a vector field. Curl, on the other hand, measures the tendency of a field to rotate or circulate around a point.

These three operators form the mathematical language behind phenomena such as heat flow, fluid motion, gravity, and electromagnetism. Mastering their physical meaning is often more important than memorizing their formulas, because they provide a powerful way to understand how fields behave in the real world.

[El @iamel24]

@oprydai sayangnya, tidak semudah itu pindah ke China. namun jika berhasil, dalam jangka panjang memang kelihatannya memang lebih worth it

[shirish @shiri_shh]

The laptop hasn't changed in 30 years. NVIDIA just changed it

RTX Spark is their first PC chip ever.

- RTX 5070 level GPU
- 128GB unified memory
- 1 petaflop of local AI
- thin, light, barely throttles unplugged

Your AI agent lives on the machine. 24/7. No cloud.

This is step one of the agentic AI PC, and everyone else is about to copy it.

[Miaw @Miaw]

She is a princess 💫

[El @iamel24]

@nakamatika dikira china kali, negara mega manufaktur

[まるお2号🇯🇵（羊の皮を被った猫） @maruon22]

カオス

[El @iamel24]

@tataqwq lanjut ke master degree, terus PhD

[El @iamel24]

@RAYZEN2026 MBG itu program makan gratis terbaik di dunia. tidak mungkin jadi akar masalah semua ini

[El @iamel24]

@myshawti kalo fisik kelewat jomplang cukup sering lihat: cowok burik deketin cewek cakep.

tapi kalo ekonomi yg kelewat jomplang, apalagi gajinya sampe imut2 jika dibandingkan foundation cewenya, itu dimana ada yg kaya begitu njir

[El @iamel24]

@fangsiyiyi 我现在有点懵了😅
你说你本人是真的、照片也是真的，但我又看到别的账号也有一模一样的人。

所以我已经分不清谁才是真的了：
https://t.co/w0XuUVwFUX

[El @iamel24]

@hansdavidian selain penjilat pejabat, penjilat orang kaya juga banyak di negara ini

[고양이 트윗 번역계猫ポスト翻訳垢🐱 @nihongowacaran]

태국 지하철역 계단에서 인형을 끌어안고 자는 고양이, 수아 우안(เสือวาน, '호랑이'라는 뜻). 매일 아침 오토바이 택시 기사가 출근시켜 주고, 밤엔 퇴근시켜 준다. 유명해진 뒤로는 팬들이 가져다주는 선물도 받는다. 고양이계 직장인 중 복지가 제일 좋다.

[El @iamel24]

@whatever never mind annual income—even with a net worth of $20M - $100M, you've got way more attractive and sustainable options when it comes to a partner

[El @iamel24]

@MangAgus_10 3 digit nol kali. serebu perak/jam

[El @iamel24]

@18fesss selesain berak kalian dulu lah

[El @iamel24]

@AFpost mungkin dia sangat ahli di biologi, tapi sangat buruk di matematika, statistika, dan ilmu komputer. tidak heran mengapa ia memilih biologi, bukan fisika

[The Pets 𝕏 @ThePetsX]

NOOOOOOOOO