instead of watching 2 hours of Netflix tonight, watch this Stanford lecture
it's the clearest explanation I've seen of how ChatGPT and Claude actually work
useful whether you've never touched AI in your life or have been using it every day for the past year
i took the key ideas and turned them into a practical guide on how to actually get 100% out of AI
you can find it below with ready-to-copy prompts and solutions
Anthropic hired this engineer at $250k-$600k/year because he can built projects with zero lines of code - in Claude chat:
in this 30-min workshop he showed exactly how, using loops - from 0% to 100%
here's workflow, step by step:
step 1 → set your rules once at the top: "no preamble, use artifacts, you're a React expert" - every reply after that stays on rails
step 2 → load the docs plus a random Medium article about the API - the human explanation teaches it more than the reference
step 3 → wrap your ask in XML tags and tell it to ask you questions first. Answer 5, and the scope is locked before a single file exists
step 4 → now run the loop: screenshot the broken UI, paste it back, let it fix, screenshot again - each pass gets closer - this is the agentic loop in its simplest form
step 5 → push to GitHub, then paste the repo link in - every next loop iteration builds on working code, not chat history
most people never did this - it pays for itself on day one
watch & bookmark - then read how to get Claude Certified Architect in the article below ↓
The Philippines has formally deposited its official nautical chart of Bajo de Masinloc and its surrounding maritime zones with the United Nations Secretariat on 29 July 2026, marking another important milestone in the country’s continuing efforts to uphold international (1/2)
A kindergarten teacher figured out the secret to making complex ideas simple. I use this same framework in all of my presentations. Here’s how it works:
The most socially acceptable way to destroy your life:
Overthink everything.
Act on nothing.
Your mind calls it “figuring things out.”
Here are Eckhart Tolle’s 7 steps to break the loop: 👇
1. Recognize that there’s a voice in your head that never shuts up.
Anthropic engineer:
"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."
In 45 minutes she shows exactly how Anthropic builds agents that remember, fix their own mistakes and get smarter with every run.
This beats any paid course on agents I've seen.
Watch it, then read the guide on building loops below.
A FREE 'E-BOOK' ABOUT THE WPS? 🌊🇵🇭
LOOK: The University of the Philippines – Institute for Maritime Affairs and Law of the Sea (IMLOS) has just published "a concise yet comprehensive document tackling significant aspects of the West Philippine Sea from the point of view of the Philippines."
The 95-page document can be downloaded for free from IMLOS' web site.
Named "The West Philippine Sea: The Territorial and Maritime Jurisdiction Disputes from a Filipino Perspective (The WPS Primer 2026)," the document is an updated version of the primer first published in 2013 by IMLOS and the Asian Center.
"The newest iteration covers significant developments that have happened since, the most notable of which is the 2016 Award in the South China Sea Arbitration, which affirmed the Philippines’ sovereign rights and jurisdiction over its exclusive economic zone in the West Philippine Sea," IMLOS wrote.
Image courtesy: UP IMLOS
Visit https://t.co/3DVm1n0hHP for the latest news and updates.
The 2016 Arbitral Award was an important moment for the law of the sea and remains final and legally binding on the parties.
Maritime disputes must be resolved peacefully and in accordance with UNCLOS.
Read the UK and partners' joint statement.
Australia, Canada, Estonia, Germany, Italy, Japan, Latvia, Lithuania, New Zealand, Romania, Slovenia, United Kingdom, and the US join the Philippines in asserting that the award is 'final, legally binding, and definitive'
PILIPINAS TODAY... WOAH.🤯
"An investigation by Rappler, however, shows that behind this newsroom facade is a sophisticated political machinery run by a political consulting firm with a history of digital manipulation."
🧵/1
🚨 You’re thinking about Claude the wrong way.
“You don’t build better prompts.
You build systems that generate better prompts.”
That’s how Boris Cherny, the engineer behind Claude Code, approaches AI.
In just 26 minutes, he walks through the exact architecture step by step.
Once you see it, you’ll never go back to one-shot prompting.
Watch the session.
Bookmark it.