dmit

[Richard Sutton @RichardSSutton]

All the more so.

[dmit @dLbydz]

@saurabhalonee https://t.co/ddR27Vdb7y

Understanding deep learning by @SimonPrinceAI

Excellent and accessible text to develop intuition on DL methods.

[dmit @dLbydz]

@liquidfox48 @saurabhalonee https://t.co/ddR27Vdb7y

Understanding deep learning by @SimonPrinceAI

[dmit @dLbydz]

@vishal_the_jain @saurabhalonee https://t.co/ddR27VdIX6

Understanding deep learning by @SimonPrinceAI

[dmit @dLbydz]

जय श्री राम:

[Abhishek Singh @abhiart]

Gita- the song of alignment.❄️

[Jim Fan @DrJimFan]

What if we set GPT-4 free in Minecraft? ⛏️

I’m excited to announce Voyager, the first lifelong learning agent that plays Minecraft purely in-context. Voyager continuously improves itself by writing, refining, committing, and retrieving *code* from a skill library.

GPT-4 unlocks a new paradigm: “training” is code execution rather than gradient descent. “Trained model” is a codebase of skills that Voyager iteratively composes, rather than matrices of floats. We are pushing no-gradient architecture to its limit.

Voyager rapidly becomes a seasoned explorer. In Minecraft, it obtains 3.3× more unique items, travels 2.3× longer distances, and unlocks key tech tree milestones up to 15.3× faster than prior methods.

We open-source everything. Let generalist agents emerge in Minecraft! Welcome you all to try today: https://t.co/1d3YocozsI
Paper: https://t.co/JcWEasgtyI
Code: https://t.co/KsvVf7rcl0

Deep dive with me: 🧵

[Kareem Carr, Ph.D. @kareem_carr]

This bar chart has attracted the attention of the richest man in the world. Let me walk you through how I would interpret it as a statistician (and a human).

[dmit @dLbydz]

@mathisstillfun 36

[dmit @dLbydz]

@mathssolutionz (x+y+z -x)/x + (x+y+z -y)/y + (x+y+z-z)/z
=(X+y+z)(1/x + 1/y + 1/z) -3
=(X+y+z)(yz + xz + xy)/xyz -3
= 0 - 3 = -3

[dmit @dLbydz]

@sonukg4india Point being that binomial prob solution(as others have done) is a good way to think about this problem and that naturally leads to a multinomial solution for the generalized version of this problem.

[dmit @dLbydz]

@sonukg4india This problem can be generalized to n people out of which n1 have bday on specific day, n2 have bday on another specific day, n3 on another specific day. Rest (I.e. n - n1 - n2 - n3) have bdays within the remaining days.

The solution can be expressed using multinomial prob.

[dmit @dLbydz]

@SrinivasR1729 C(5,1) * C(4,4) + C(5,2)*C(4,3) + C(5,3) * C(4,2) + C(5,4) * C(4,1) + C(5,5) = 5 + 40 + 60 + 20 + 1 = 126

[Elon Musk @elonmusk]

True creation eventually becomes independent of its creator. Evolution takes the original product far from its origin, with an uncertain outcome.
– Dune, The Machine Crusade

[Jim Fan @DrJimFan]

Why does ChatGPT work so well? Is it “just scaling up GPT-3” under the hood? In this 🧵, let’s discuss the “Instruct” paradigm, its deep technical insights, and a big implication: “prompt engineering” as we know it may likely disappear soon:👇

[Gergely Orosz @GergelyOrosz]

Unless you operated large systems, it’s hard to appreciate both how they work, and how they break.

Twitter won’t go down with a big b, and it won’t go down irreparable.

Things will work fine for a while - thanks to no new deploys! Then, here’s what’s likely to happen (cont’d):

[Alex Xu @alexxubyte]

1/ The Unified Payments Interface (UPI) for real-time transactions in India is a good case study for other nations in the payment space.

[Cliff Pickover @pickover]

Mathematics.

This joke, widely circulating on the web, is quite esoteric -- and sure to befuddle the vast majority of viewers.