BeautifulData

[BeautifulData @bd42567]

@RealPrincessJas @yvzyayla1071 @latestincosmos I think it’s a simple and beautiful design. A wave with no beginning and no end. And with every distinction we process and every new question we generate we become closer to the source.

[BeautifulData @bd42567]

@SouthBostonKev 😂🥳

[BeautifulData @bd42567]

@SouthBostonKev Let’s do it. 😂🥳

[MindBranches @MindBranches]

“Thinking in Systems”

book summary in 4k

[BeautifulData @bd42567]

@KarmaPolice4You @Vjs_Diary @BPGLPP @toiletjesuss @antonisanchezx @objectionokay @elonmusk 😂

[BeautifulData @bd42567]

@Vjs_Diary @BPGLPP @toiletjesuss @antonisanchezx @KarmaPolice4You @objectionokay @elonmusk I’ve been aware of Kristy for a long time. We aren’t friends and we aren’t lovers. 😂 she knows who I am. And she knows what I know. She just wishes she didn’t. 🥳

[BeautifulData @bd42567]

@antonisanchezx @Vjs_Diary @BPGLPP @toiletjesuss @KarmaPolice4You @objectionokay @elonmusk Yeah that’s not true. 😂

[BeautifulData @bd42567]

@Vjs_Diary @BPGLPP @toiletjesuss @antonisanchezx @KarmaPolice4You @objectionokay @elonmusk Haha I have my own screenshots and understanding. I don’t need Kristy to be transparent. She shows things she doesn’t mean to. And that is fascinating. So focused on the current target she forget where she started. 😂😭✨

[BeautifulData @bd42567]

@PhysInHistory Real vs Reality

[BeautifulData @bd42567]

@DataDecoder11 Quack fucking quack.

[BeautifulData @bd42567]

@SouthBostonKev ✋

[Mathelirium @mathelirium]

What Happens When Randomness Learns to Flow?

Markov (1906) showed that randomness can remember the present and still obey long-run stability. The bead jitters, the path looks unpredictable, but the occupation pattern settles into a stationary glow.

Kolmogorov (1931) takes that same Markov idea and turns it into motion. Instead of asking where the chain spends its time, we watch the whole distribution move in real time.

dp/dt = p Q

Here, p(t) is the probability fog spreading through the labyrinth, Q is the transition-rate generator, and the bright flux layer shows the net current being pushed through corridors and the portal.

Jᵢⱼ(t) = pᵢ(t)Qᵢⱼ - pⱼ(t)Qⱼᵢ

The particles are sample paths of the same generator. The fog is the evolving law. The flow is probability itself moving through state space.

This idea now appears everywhere:

Queueing Systems, Population Dynamics, Chemical Reaction Networks, Ion-Channel Models, Reliability Theory, Epidemics, Finance, And Modern Stochastic Simulation.

Its One Markov Mechanism With Two Lenses... Microscopic Paths And Macroscopic Evolution.

#ProbabilityTheory #RussianMathematics #Kolmogorov #MarkovChains #StochasticProcesses #Mathematics #AppliedMath #StatisticalPhysics #MathAnimation

[BeautifulData @bd42567]

@toiletjesuss @SherrFarFarAway Trigger and confirm? What’s the end game? You think people can’t see? You think people won’t say what they see?

[The Scientific Lens @LensScientific]

"Sometimes it is the people no one imagines anything of who do the things that no one can imagine."

— Alan Turing

[BeautifulData @bd42567]

Been in the receiving end. Know more than I say. But at this point it’s so far down the road it’s become less hurtful and more fascinating. Still have my screenshots but I want no part of the yucky anymore even though technically I could blow some shit up. Going to grab my lawn chair and bevvy and just watch.

[BeautifulData @bd42567]

Honestly requires strength. And I’m sure she has used all her strength to get through this. But Corri I completely agree…now it’s time for KR to show the honest impact of years of stolen life and safety by being caught in a corrupt system. She actually speaks for so many people. I hope she finds her voice. ✨

[Lionel Mora @lionel_mora]

We built an interactive 3D module to teach kids about what temperature does to water.

- You adjust the temperature in real time
- You see the impact on the state of water and what's changing at a molecular level
- You can unlock two secret states in there if you pass a quick quizz

This is the first of a giant series. We're turning the open source @withmarbleapp curriculum into a full bank of these interactive lessons. One for each topic kids learn in primary school.

If you are a parent or primary school teacher, let us know in comments which module you want to see next.

Link to play with the water lab below 👇

[Lionel Mora @lionel_mora]

Explore it: https://t.co/9P3Dfmfjmo
The data: https://t.co/bDTeP4atOI