The actual lesson from Week 4:
The sites that moved had the most indexed pages.
More content = more bets = more chances the algorithm finds something it likes.
Volume isn't lazy. It's leverage.
Andrew Ng:
"100% of my tasks now run through AI agents, the hype actually passed my expectations, loops are the next step"
"In 3-6 months, everyone will be using self-improving loops, prompting alone is over"
In a 30-minute talk, Andrew Ng breaks down how to build self-improving agentic systems from scratch
Agent loops
Feedback
Memory
Self-improvement
Worth more than most $500 agentic courses
AI gave me back 3 hours a day.
Am I learning a new skill? Building something? No.
I’m finally catching up on my corporate jargon.
“Promote synergies” at 6am. “Avoid boiling the ocean” by 9:30. “Give you back 3 minutes” by 2:30pm.
The future is bright. And bandwidth-optimized. 🫡