There are 2 career paths in AI right now:
The API Caller: Knows how to use an API. (Low leverage, first to be automated, $150k salary).
The Architect: Knows how to build the API. (High leverage, builds the tools, $500k+ salary).
Bootcamps train you to be an API Caller. This free 17-video Stanford course trains you to be an Architect.
It's CS336: Language Modeling from Scratch.
The syllabus is pure signal, no noise:
➡️ Data Collection & Curation (Lec 13-14)
➡️ Building Transformers & MoE (Lec 3-4)
➡️ Making it fast (Lec 5-8: GPUs, Kernels, Parallelism)
➡️ Making it work (Lec 10: Inference)
➡️ Making it smart (Lec 15-17: Alignment & RL)
Choose your path.
(I will put the playlist in the comments.)
♻️ Repost to save someone $$$ and a lot of confusion.
✔️ You can follow @techNmak, for more insights.
Amazon bans use of Claude code especially in AWS codebase.
Each PR was being reviewed by at least 5 AI review bots, brings back compulsory human review.
Here's my 4+ hour conversation with Pavel Durov (@durov), founder and CEO of Telegram. This was one of the most fascinating and powerful conversations I've ever had in my life.
We discuss everything from his philosophy on freedom to government bureaucracies, intelligence agencies, human nature, mathematics, encryption, great engineering & design, education, family, and his philosophy on life.
It's here on X in full and is up everywhere else (see comment). It is translated and dubbed into Russian, Ukrainian, French, and Hindi.
Timestamps:
0:00 - Introduction
3:07 - Philosophy of freedom
6:15 - No alcohol
14:20 - No phone
20:16 - Discipline
41:28 - Telegram: Lean philosophy, privacy, and geopolitics
56:50 - Arrest in France
1:13:01 - Romanian elections
1:23:56 - Power and corruption
1:33:29 - Intense education
1:45:29 - Nikolai Durov
1:49:58 - Programming and video games
1:54:11 - VK origins & engineering
2:11:24 - Hiring a great team
2:20:40 - Telegram engineering & design
2:39:42 - Encryption
2:44:39 - Open source
2:49:26 - Edward Snowden
2:51:58 - Intelligence agencies
2:53:10 - Iran and Russia government pressure
2:56:19 - Apple
3:03:16 - Poisoning
3:29:28 - Elon Musk
3:35:31 - Money
3:44:23 - TON
3:54:13 - Bitcoin
3:57:12 - Two chairs dilemma
4:03:52 - Children
4:15:02 - Father
4:19:33 - Quantum immortality
4:26:05 - Kafka
A silent corporate coup is being waged in America...
And it could rewrite U.S. capitalism.
All because a Delaware judge said no to Elon Musk’s chance to make $56 billion.
Here’s why this matters—and why you should care
Brush your teeth immediately when you wake up.
Overnight your mouth fills with acid-producing bacteria due to lower salivary flow. When you eat or drink carbs or sugars without brushing first, you feed this bacteria, which immediately producing acids, acidity increases beyond the tolerance threshold and immediately starts damaging your enamel.
Also, an epidemiological 2010 study linked poor oral hygiene to higher levels of systemic inflammation and increased cardiovascular risk due to the spread of oral pathogens into the bloodstream.
A 2020 nationwide study in Korea following 161,286 subjects for a median of 10.5 years found that frequent tooth brushing (3 or more times a day) significantly reduced the risk of atrial fibrillation and heart failure by an average of 10% and 12%, respectively.
Source: Joshipura et al., 2009. BMJ. & Source: Lockhart et al., 2012. Circulation.
🚨 BREAKING: Google just launched FREE AI courses with certificates!
Master AI for your business with these free courses
Here are 10 Top Free AI Courses from Google:
PYTHON is not difficult to learn, but it's important to Master its fundamental concepts !
Introducing "Master Python Fundamental" PDF.
You will get:
• 70+ pages
•Save 100+ hours on research
• And for 24 hrs, it's 100% FREE!
To get it, just:
Like ❤️
REPOST
Reply "PYTHON"
Follow @beginnersblog1 (so that I can DM)
The Supreme Court granted President Trump's emergency request to resume deporting migrants to countries other than their homeland https://t.co/6jv0ubMQQW