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.
Cc : Respective Owner
Don't waste 2 years learning to build LLMs like Claude & ChatGPT.
Stanford just dropped a 2 hour course on how to build LLMs from scratch.
• 00:00 - LLM tokenization
• 25:44 - how LLMs decode user prompts
• 35:40 - training pipeline of LLMs
• 1:16:47 - LLM architecture from scratch
Anthropic pays $750,000/year to engineers who understand this exact knowledge of LLMs.
Bookmark this & give 2 hours today, no matter what. Then read the article below.
@kanishkaansh@Cleverlydey4u "the crowd has the upper hand, but this guy decided to turn the tables completely"
Same way we have the upper hand but the visionless, treacherous leaders have decided to turn the tables completely.
WTF
AI companies are purchasing large quantities of used and rare books. Scanning their contents to train models. Then turning the originals to pulp.
The sum of human thought, digitized and shredded.
Every book that gets scanned disappears from the physical world permanently. The knowledge survives only as training data inside a system no one can hold, browse, or resell.
What used to sit on a shelf for centuries now exists as weights in a model that might get deprecated next quarter.
@Benn_X1 from when the top fails for decades, which is reality, citizens don’t have the hope for the social contract to just suddenly work.
Why I lean towards a “citizen up” approach. Not to replace government, but because pressure and innovation from below can force change above .../2
@Benn_X1 I do understand where you coming from and you and I know there is a parallel govt being run in that country.... that's why I am of the "citizen up top" approach because I factor in reality.
Ideally you’re right, broken systems should be fixed from the top. But I’m arguing .../1
When we criticise the govt, we mean our economical, health and societal welfare are en route oblivion where people act like sub-humans.
And when you look at the avrg Lagosian today, don’t say they are smart or they can survive anyway, they just living on the thin line of sanity
@Benn_X1 The social contract in Nigeria is already broken, largely from the top even from independence but history shows that even broken systems are repaired when citizens move from passive mindset to organised pressure.
I mean, it's still citizens that make up the government, yh?
@Benn_X1 Yes, it can, i believe, and from history ranging from India's independence movement to civil rights movement in The States, which followed this pattern: mindset shift → collective action → pressure → change
The collective action part is just Nigeria's road-block
@Benn_X1 you can do for your country", then, the visionless people around will definitely sit up.
It's basically a pragmatic ideology of majority turning the tide but what we see now is the small circle deciding the fate of millions. /2
@Benn_X1 My belief is that "a leader reflects those they govern", therefore, if citizens are not accountable and productive, you can't expect the politicians who have no vision to do anything.
But imagine citizens have the mindset of "ask not what your country can do for you, ask what /1
@kenyipas@Big_Mck Well....
It will be good to know that Wahhabi is just a strict subset of Sunni Islam and the Saudi state was founded on Wahhabism, which had a global influence as the state grew powerful but extremists — Gumi exploit its rigid, literalist elements in conflict zones to gain power.