Stanley Huang รีทวีตแล้ว
Stanley Huang
162 posts

Stanley Huang รีทวีตแล้ว

Stanley Huang รีทวีตแล้ว
Stanley Huang รีทวีตแล้ว

Einstein on energy, matter and light: E=mc2
Scientists from @BrookhavenLab in NY have the first direct observation of matter creation from light. Read: bit.ly/3ACdxWg

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Stanley Huang รีทวีตแล้ว

The Milky Way has two expanding bubbles attached to its core that are entirely powered by gamma rays. These objects, literally “burped out” by the galaxy and known as "Fermi bubbles," span a total length of about 50,000 light-years
[read more: buff.ly/37MHvw1]

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Every client deserves such V.I.P experience from their service provider, since every client is VIP
Moxo@PoweredByMoxo
Sam Bird-Robinson is a licensed broker and real estate agent with Compass based in Santa Cruz, CA. Moxo helps his real estate team improve operational efficiency with task management, centralized interactions, and private project workspaces under his own brand. #PoweredByMoxo
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Stanley Huang รีทวีตแล้ว

Sam Bird-Robinson is a licensed broker and real estate agent with Compass based in Santa Cruz, CA. Moxo helps his real estate team improve operational efficiency with task management, centralized interactions, and private project workspaces under his own brand.
#PoweredByMoxo

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Stanley Huang รีทวีตแล้ว

How would the space be curved if you could travel at nearly the speed of light?
This interactive site lets you find that: buff.ly/2ujGBBY
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Stanley Huang รีทวีตแล้ว
Stanley Huang รีทวีตแล้ว
Stanley Huang รีทวีตแล้ว

Stanley Huang รีทวีตแล้ว

This is a baby GPT with two tokens 0/1 and context length of 3, viewing it as a finite state markov chain. It was trained on the sequence "111101111011110" for 50 iterations. The parameters and the architecture of the Transformer modifies the probabilities on the arrows.
E.g. we can see that:
- state 101 deterministically transitions to 011 in the training data, so the probability of that transition becomes higher (79%). Not near 100% because we only did 50 steps of optimization.
- state 111 goes to 111 and 110 with 50% probability each, which the model almost learns (45%, 55%).
- states like 000 are never encountered during training, but have relatively sharp transition probabilities, e.g. 73% of going to 001. This is a consequence of inductive biases in the Transformer. One might imagine wanting this to be 50%, except in a real deployment almost every input sequence is unique, not present in the training data verbatim.
Not really sure where I was going with this :D, I think it's interesting to train/study tiny GPTs because it becomes tractable to visualize and get an intuitive sense of the entire dynamical system. Play with here: colab.research.google.com/drive/1SiF0KZJ…

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Stanley Huang รีทวีตแล้ว

Businesses in industries that require consistent client interactions must find ways to preserve the human aspect of digital interactions. And while it may seem counterintuitive, they can use automation to deliver a humanized client experience. moxo.one/40xLzXc

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Stanley Huang รีทวีตแล้ว

You may have noticed that:
166³ + 500³ + 333³ = 166,500,333
296³ + 584³ + 415³ = 296,584,415
710³ + 656³ + 413³ = 710,656,413
828³ + 538³ + 472³ = 828,538,472
bit.ly/2j7OeDe
and also that:

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Stanley Huang รีทวีตแล้ว
Stanley Huang รีทวีตแล้ว

There are no stationary objects in the Universe: even our Solar System is moving not only around the center of the Galaxy (828,000 km/h) but also relative to its nearest stellar neighbors (70,000 km/h)
[starwalkapp: buff.ly/3lsIwjk]
twitter.com/tuidelescriban…
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Stanley Huang รีทวีตแล้ว

.@StateDeptSpox: Earlier today, a plane arrived at Dulles International Airport carrying 222 individuals who have been held by the Government of Nicaragua. We welcome the opportunity to offer humanitarian protection to these political prisoners.
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Stanley Huang รีทวีตแล้ว

🧵 Thread of awesome AI projects by @Stanford students!
definitely gonna miss some projects so comment if i missed something!
(pic generated by stable diffusion)

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Stanley Huang รีทวีตแล้ว

325 years ago #Today, Johann Bernoulli challenged Isaac Newton with a 6 month deadline to solve the problem of the brachistochrone: Newton got the message on Jan 26 at 4 pm and solved it going to bed that same night
[date: buff.ly/2RqDCSk]
[more: bit.ly/2jjD2kW]

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Stanley Huang รีทวีตแล้ว









