A friend of mine earns $1.2M a year as an Anthropic engineer.
I asked him how he mastered prompting. His answer? A video that was never supposed to be public: Anthropic’s internal prompting playbook.
It’s one of the most valuable 30-minute guides to prompting you’ll find.
I watched it last night and realized I’d been using Claude the wrong way for two straight years.
Watch it. Bookmark it.
🚨Leave Netflix tonight.
Watch this 2 h 34 min Stanford class.
It's the clearest, most complete, and brutally honest explanation out there on how ChatGPT and Claude are really built.
From Tokenization and BPE to the Transformer architecture, the training pipeline, and the next-token decoder. No fluff. No marketing. Just the truth.
Doesn't matter if you've never touched a line of AI code or if you spend your days launching Agents: by the end, you'll suddenly connect a ton of pieces you've been trying to fit together for years.
The real core boils down to this:
How text turns into numbers the model can "eat" (BPE tokenization)
The sole mission of a language model: predict the next token
How the Transformer uses Attention so tokens can pass messages to each other
In training, the NLL loss pushes the probability of the entire sequence
In generation, the decoder builds the response token by token
The big-picture view that takes most people years to form… this class delivers it to you complete in one sitting.
Free up your time.
This could be, no exaggeration, the most valuable class you watch this month.
Elon Musk
The remaining time is at most 5 years.
During this period, it's still possible to make money through "human labor."
But after that,
Most jobs that have been paid salaries until now
will become automated. The business of earning money will end.
The "meaning of paying money to humans" will disappear.
This system that's been going on for the last 200 years
"If you lend us your time for 40 years, we'll pay you a salary"
This will end... Work will end
In other words, history's largest-scale "money movement" will take place.
So, what's the situation now?
👉Some people have realized it and taken action
👉Many people are "waiting until it's explicitly stated in the news"
This "time gap between realizations" is everything.
So, what needs to be done in these 3 years?
Very Simple
"Transform your own time into an asset that machines cannot take away"
Specifically, the following
• Rare digital assets like Bitcoin
• Real assets like land or energy
• Computers or infrastructure
• Connections with people (network)
• The power to produce food or things necessary for life
What even is a salary???
"Just for having lent your own time"
If the value of that time,
becomes cheaper and superior with machines...
- That value will suddenly collapse
In the end, the only thing left will be this
"What you own (assets)"
In these 3 years
Those who can transform from
"a salaried person"
to
"an asset-owning person"
In 2035-2036
will be the "people who saw the future."
After that
• Salaries won't increase
They'll eventually become irrelevant
The only thing left is one
"Who owns what"
The door of opportunity is open right now.
But it's closing faster than everyone thinks.
i'm sorry, Claude can WHAT?
it can take your website link, find people who need your product, email them and book the calls?
since when?? i've been doing this by hand for a YEAR.
ok. testing it: $30 free 👇
https://t.co/w4Dn93BDSY
Dear Mr. Ambani, Hire 10,000 Indian engineers. Pay them 50 LPA. Build our own X, Instagram, WhatsApp, AWS and ChatGPT. Just move the money from one ice cream business into tech. India doesn't need more cones. It needs code.
(Microsoft) is hiring for few positions:
1.SDE1
2.SDE2
3.Senior Applied Scientist
Please fill the form for referral ASAP.
https://t.co/F7JfVVsatA
Online Assessment
Tech Rounds (2-3 rounds)
System Design round (sometimes)
HR round (sometimes)
Video 1: Train #15017 (DOJ: July 5)
Despite efforts by @RailMinIndia@IRCTCofficial to clean up India's railway tracks, people entrusted to do it simply opt for the easy way out in absence of strong enforcement. The cleaner argued with me as I didn't allow him to throw the trash