प्रज्ञेश

i do nth

[प्रज्ञेश @pragyesh03]

Project 0 -> 1 -> Billion

[Mathematica @mathemetica]

How to read the Attention formula from the Attention is all you need paper
Attention(Q, K, V) = softmax( (Q Kᵀ) / √dₖ ) V

This equation shows how every position in a sequence gathers information from every other position.
The diagram walks through the full path from raw inputs X to the final combined context vectors.

[प्रज्ञेश @pragyesh03]

entering the zone

[Antonio Lupetti @antoniolupetti]

"Mathematical Theory of Deep Learning" is another excellent free resource if you are interested in the mathematical analysis of deep neural networks.

The book starts with the formal definition of feedforward neural networks and then covers universal approximation, splines, ReLU networks, high-dimensional approximation and interpolation. It also has detailed chapters on neural network training, gradient descent, stochastic gradient descent and backpropagation. The later chapters are about the geometry of neural network spaces with sections on overparameterization, double descent, robustness and adversarial examples.

It is a solid and very rich resource, with many useful mathematical abstractions for understanding the mechanisms behind deep learning. I think it is especially useful if you want to go beyond a practical use of neural networks and have a more rigorous view of their mathematical foundations. The latest version was updated in January 2026 and is freely available as a PDF.

https://t.co/l8B176FeNl

[प्रज्ञेश @pragyesh03]

yes, ODE is very imp for work and Business, I should focus on that instead of k

[प्रज्ञेश @pragyesh03]

In the end, it doesn’t even matter.
I try so hard but not so far
In the end ?

[प्रज्ञेश @pragyesh03]

It’s been three years, but it feels like it was just yesterday.

[Tesla Owners Silicon Valley @teslaownersSV]

Elon Musk:

"Don't pursue money.

Make useful products, and money will come as a consequence."

A simple philosophy that has shaped some of the world's most ambitious companies.

[✧˚ @Kinngszn]

Anagapesis

[प्रज्ञेश @pragyesh03]

@NarutoDaily_ all Naruto fans believe Baruto never happened

[☆ @Literarium24]

Nevrine

[♡ @velunehq]

Ataraxia

[प्रज्ञेश @pragyesh03]

I have fallen away from serving Your lotus feet.
O Mother, O Saviour of all, O Auspicious One (Śive)!
Please forgive this.
A bad son may sometimes be born,
but a bad mother can never exist.

[प्रज्ञेश @pragyesh03]

कुपुत्रो जायेत क्वचिदपि कुमाता न भवति ॥

[Reddyone8 @SriBuilds]

Tech companies every week:

Have you tried our new AI feature?

[Andrew Ng @AndrewYNg]

Announcing OpenWorker! An open-source agent that doesn't just chat with you, but delivers finished work -- like hand you a polished document, send a slack message, or update a calendar entry.

Ask it to prepare a customer brief, untangle your calendar, draft a report, or triage a Slack alert. It works across your files and everyday tools, produces the deliverable, and checks in before doing anything consequential.

OpenWorker runs on your Mac, with Windows support coming soon. It does not lock you into any one model. Bring your own API key and run it with GPT 5.6 Sol, Claude Fable, Gemini 3.6, an open weight model (like Kimi, GLM, DeepSeek, Inkling), or Ollama to keep your data local. Your data does not leave your machine except through an LLM provider and integrations that you choose.

@rohitcprasad and I are building OpenWorker because AI coworkers are an important way to get work done, and we want there to be an open, privacy-preserving, model-independent option. Check it out and let us know what you think!

Try it out: https://t.co/P0mGnI1o31 (requires your own API key)
Source code: https://t.co/NYCiTD6hSq

[The Figen @TheFigen_]

The beautiful life cycle of a cherry.

[Lorwen Harris Nagle, PhD @LORWEN108]

Erling Haaland doesn’t sleep like a normal person.

He treats sleep like a performance drug.

Just 6 body signals that tell his nervous system it's safe to sleep:

1. Wear blue-blocking glasses 3 hrs before bedtime.

[Jensen Huang @JensenHuang]

For my first post, I’m sharing a letter @NVIDIA signed on why open models matter.

AI will transform every industry, power every company, and be built by every country.

Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty.

The world needs both frontier closed models and frontier open models.

https://t.co/AUKzoQ5Ikb

[橋本幸士 Koji Hashimoto @hashimotostring]

Terence TaoのICM2026の一般講演スライドが素晴らしい。『AI時代の数学』
https://t.co/U2A0JMtbmn