Charles Selva

Live, Let Live!! Retweets !== Endorsements

[𝗟𝗼𝗴𝗮𝗻♬ @vasloga]

1978 ல் தமிழ்நாடு🤍

எல்லாரையும் கவனியுங்கள் ஒருவருக்கு கூட உடல் பருமன் இல்லை😶
All the places are very neat & clean, with no plastic waste.

நீங்க எதெல்லாம் கவனிச்சீங்க இதுல??

[Charles Selva @scrajesh]

#learn
#learnai

[Noisy @noisyb0y1]

He is a 1st year AI engineering student at Stanford - and already launched an automated system making $2.1M a year:

00:20 - how Anthropic engineers make millions with LLM and Transformers
38:34 - In-Context Learning makes AI smarter for free
59:47 - 1st year student made $2.1M using LLM from scratch

after watching I gave LLM the idea I had been holding in my head for 3 years - it built it in one evening.

save & watch - the article below is a step by step guide to build your automated LLM system.

[Saravanan Annadurai @saravofcl]

What a moronic take?

What do you know about that Kid?
He is studying law in Jindal Global University near New Delhi. If you think that he is going to be treated preferentially there cos his dad is an MLA in Vilathikulam from Tamilnadu, I pity your worldly knowledge.

The first thing that sprung my mind was, may be this entitled gentleman is envious of the accent and command of the kid over English language.

What I have always observed is that, entitled gentlemen like him, will not be able to tolerate anybody else having a good command over English. They think speaking English is their birthright alone.

If you really are a gentleman, which I believe you may be, you will seek an apology to that kid.

[Min Choi @minchoi]

This Claude Code prompt is literally $300/hr senior engineer🤯

[Ruben Hassid @rubenhassid]

Stop bookmarking 50 guides you'll never read.

You can skip all of it with these 17 free guides:

Claude 101: https://t.co/HNa5MrCLVU
Claude Fable-5: https://t.co/682TA10gmu
Claude Cowork: https://t.co/AvO8fCLTrL
Claude Code: https://t.co/O2kJvFkgan
Claude Skills: https://t.co/jT4uB5Bdjw
Claude Design: https://t.co/q1zjMfeAyg
Claude for Excel: https://t.co/7g3CFNcKrs
How to detect AI: https://t.co/Tcc7YTTf1D
Be good at Claude: https://t.co/SVGd967eMQ
Stop writing like AI: https://t.co/JWKUGNKgOS
Claude for your team: https://t.co/U1JsBVCzYH
Claude Connectors: https://t.co/TSAQqOpDeV
Stop Prompting Claude: https://t.co/j1LATSJiat
Claude to sound like you: https://t.co/kDGBpSF7Wh
Stop hitting Claude limits: https://t.co/j5fEzSH5br
Stop using Claude at work: https://t.co/c6X55Thy6t

27 unknown Claude tips: https://t.co/Uk66CN3rj5

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[Khairallah AL-Awady @eng_khairallah1]

this is f*cking gold

Andrej Karpathy joined Anthropic five weeks ago.

Two Anthropic seniors just made Karpathy's loop 1000x better with "Graph Engineering"

the agentic systems got 1000x better the moment you wired agents into a graph

I dropped it into my setup. The very first response was different.

Not slightly different. Completely different.

Claude stopped giving generic answers and started working exactly the way I think.

Bookmark it before it gets lost in your feed.

Read it now, then check the article below.

[Charles Selva @scrajesh]

#learn
#learnai
#graphengineer

[Mahax @Mahaximus_]

Anthropic engineer:

"You're not supposed to prompt Claude. You're supposed to build a graph that runs itself."

In 30 minutes she breaks down how Anthropic builds graphs that remember, learn from their mistakes, and get smarter with every run.

The difference between an agent and a graph: one runs once, the other gets better every time.

Watch it, then read the full guide on graph engineering below.

[Mahax @Mahaximus_]

Godfather of AI: "If you sleep well tonight, you may not have understood this lecture."

This 47-minute lecture is the best thing I've seen about AI in the last few months.

Hinton built the neural networks behind every AI alive, then quit Google to warn us it's already ahead of us on most cognitive tasks.

Despite that, most people open Claude, type one thing, close the tab and think they're using AI, but they're using maybe 10%.

Someone turned these ideas into a practical guide on how to actually get 100% out of AI, with ready-to-copy prompts and solutions.

Watch the lecture first, then read the article below.

[Vala Afshar @ValaAfshar]

MIT professor delivers a brilliant masterclass on how to effectively present your ideas with clarity, high impact and purpose (15 important lessons)

[Charles Selva @scrajesh]

#learn
#learnai
#aiagents

[Roan @RohOnChain]

Don't waste 2 years learning to become an AI agentic engineer in 2026.

Andrew Ng, the godfather of AI, gave the complete playbook to become one from scratch.

1 hour course. Free:

• 00:00 - AI agent basics
• 12:12 - AI Agentic workflows & design patterns
• 53:27 - Practical tips for building AI agents
• 1:20:30 - self-improving AI agent loops
• 1:30:19 - multi-agent AI systems

I watched it last night.

Halfway through, I realized I could get into Anthropic in weeks, not years.

Bookmark now. Watch it. Then build your own AI agent with the guide below.

[ooaes @21xooaes]

A NASA fellow claims the modern world runs on one equation. Your phone signal, wifi, satellites, this post reaching your screen. All of it obeys one line of math written in the 1860s, before the light bulb existed. His words.

The man is Ali Alqaraghuli, a former NASA postdoctoral fellow who now runs two hardware companies.

And the way he teaches it is what makes the video worth it.

He does not derive the equation. He teaches you to read it. His claim is that school taught you to read math wrong, and one symbol proves it: what you were told is a plus sign is actually something else. Once you see it, the whole equation turns from notation into a sentence.

Then he uses that sentence to walk you through how a signal actually gets from your phone to a satellite and back. One viewer called that section straight up magic. It is 4 minutes of it.

The comments are the proof. A physics student wrote it explained what a semester with his professor could not. An electrical engineer admitted this is where the equations finally clicked. One person wrote: I cried and I do not even know why.

His larger point: the wireless world is not magic and never was. It is one readable line, and reading it is a skill nobody bothered to teach you.

One equation. Everything wireless. 14 minutes. It is in the video.

[Charles Selva @scrajesh]

#learnai
#learn
#graphengineering

[Anatoli Kopadze @AnatoliKopadze]

Head of Claude Code:

"85% of our engineers are running dozens or hundreds of agents. The way you do it is graph engineering."

In 40 minutes he explains how a single engineer now does the work of a whole team, how far this has gone inside Anthropic and where it goes next.

This is something you can't skip if you don't want to be left behind.

Watch it, then read the full guide on graph engineering below.

[Today I Learned @TodayiLearrned]

Bookmark it and practice 🙌🏼

[Mohammed Zubair @zoo_bear]

After a youth's murder in Saharanpur, UP, Family members, along with local residents, staged a highway protest by placing the teenager's body on the road, demanding the arrest of all the accused. The protest turned violent and police resorted to a lathi charge and beat women protesters.

[Charles Selva @scrajesh]

#learn
#learnmath
#learncalculus

[Dhairya @dkare1009]

MIT filmed the single hour that makes all of calculus one subject instead of two. Free, uncut, chalk only. Almost nobody watches it.

This is 18.01, Single Variable Calculus, lecture 19, taught by David Jerison. The First Fundamental Theorem of Calculus.

Slopes and areas were separate problems for centuries. Different tools, different people, different questions. This lecture shows they were the same thing pointed in opposite directions.

Every gradient computed in every training run rides on that connection. Most engineers use it daily and have never seen the proof that makes it legal.

Watch the board work in the middle. He builds the link line by line, real students in the room, no software, no animation.

A machine learning engineer I know rewatched it before an interview and said the chain from loss to update finally read as 1 object instead of 3 tricks.

Full course free on YouTube under Creative Commons.

You've been using the theorem. You've never seen it earned.

[Charles Selva @scrajesh]

#learn
#learnai
#multiagentai

[codila @0xCodila]

Google just released free 2-hour course on full agent engineering: 1 prompt → agent teams → loops → graphs from 0% to 100%:

10% → 38:46 - build your first agent
30% → 54:46 - connect MCP tools
55% → 1:12:43 - Loop engineering: 4 ways to run agents
70% → 1:20:57 - Graph engineering
100% → 2:22:31 - the full system that works while you sleep

most people build one agent and stop there - this is the full path to a system that runs without you from scratch

watch it today - then read the full graph engineering playbook below ↓

[Charles Selva @scrajesh]

#learnai
#learn

[Khusboo Tayal @KhusbooT14835]

Claude FULL COURSE 1 HOUR (Build & Automate Anything)

[Charles Selva @scrajesh]

#learn
#learnoptions

[R @AlphaWizarDD]

99% of options traders are gambling because they never learned the fundamentals.

This 1-hour Yale lecture changes everything.

In just 60 minutes, you’ll learn more about options trading than most overpriced trading courses ever teach.

No hype. No fake gurus. Just real knowledge.

Book Mark it!!!

[Braj Shyam Maurya @brijshyam8]

महिला पत्रकार:- आपके एक SHO है नवीन राठी 20 जुलाई को जंतर-मंतर पर एक लडकी को ऐसे ठंडा कर रहे थे

That comes under se#ual assault

दिल्ली पुलिस:- you give a complain

महिला पत्रकार:- सर आप कब से Chat Gpt की तरह एक ही बात बोल रहे

दिल्ली पुलिस:- DCP sir will decide

महिला पत्रकार:- प्रोटोकाल क्या है आपका
सोचो मै भाग रहीं हूं आप कहां मारोगे

दिल्ली पुलिस:- 🤐 ये मामला कार्यवाही मे है

महिला पत्रकार:- तो तब तक आप उन्हे थाने मे बिठाकर, ऐसे फील्ड पर कैसे भेज सकते हो

[Charles Selva @scrajesh]

#learnai

[Dhairya @dkare1009]

Andrew Ng just dropped a 3-hour course on how to become an AI Engineer in 2026:

• 00:00 - How to build agentic AI systems
• 04:25 - Future of AI engineering
• 23:38 - AI Prompting full course
• 2:52:17 - Creating an app with AI in 30 minutes

This 3-hour watch could replace 10 AI engineering courses on the internet.

Watch it today, then read how to run a self-improving system in the article below.