A man spends 50 years teaching at MIT.
He knows his time is running out.
So he records one last lecture — everything he knows, distilled into a single hour.
He died 5 months later.
This is that lecture.
The most important hour you'll watch this week.
Bookmark it for later!
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.
Anthropic engineer: "You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."
Loops.
Most builders are doing this wrong:
No memory file, so every loop starts from zero.
No sub-agent split, so one agent tries to do everything.
No stop condition, so loops run forever and bill you in your sleep.
Most builders are missing at least two of the three.
Watch the video first.
Then read this - everything you need to know about Loops in 2026, in one place.
Bookmark this before it gets buried.
Creator of Claude Code:
"At Anthropic, almost 100% of our engineers are running 100+ agents with self-improving loops
self-improving loops help agents become better with each run."
in a 1-hour podcast, Boris explains how they build agents loops from sratch.
Claude + loops + routines + dynamic workflows - that’s the secret.
Watch the talk, then read how to apply the same playbook to quant trading below.
🔴 EEE ŞİMDİ KİM KOMPLOCU
" RFK JR: Çok endişe verici. New Hampshire'da test edilen Siyah Bacaklı KENE'lerin %60'ından fazlasında Lyme Hastalığı'na neden olan Bakteri tespit edildi. Bu Bill Gates'in suçu "
Thank you Bill Gates…
🚨 RFK JR says it’s no longer safe for Americans to go into the Woods Anymore due to Lyme Disease
“One of the real tragedies now is that American’s can’t go into the woods anymore safely— and going to the woods to hike, to fish, to hunt, to photograph, or just a walk in the woods is part of the seminal experience of being an American, and particularly an American child— and it’s now a science fiction nightmare we now live in.”
https://t.co/rbVfFFDl69
L'ennemi invisible : Comment vaincre les tiques naturellement
Elles se cachent dans les hautes herbes, prêtes à bondir.
Pourtant, nos grands-mères vivaient en harmonie avec la nature sans crainte. Leur secret ? Des remèdes simples et 100% naturels. 🧵
With everything we are hearing right now about ticks this seems like good information to share.
“Here’s what I’ve learned after more ticks than I care to count.
First, whatever your uncle told you, forget it. No matches. No nail polish. No Vaseline. No soap on a cotton ball. All of those do the same terrible thing, they stress the tick out, and a stressed tick empties its gut back into the bite before letting go. Which, if you think about what that actually means for a second, is literally how Lyme and the rest get transmitted so you’re not speeding up its exit. You’re making it throw up into you.
Fine-tipped tweezers. Grip right where the mouthparts enter the skin, not the body, the head. Pull straight up, steady, no twisting, no jerking. It’ll feel like it’s resisting because it is, the mouthparts are barbed. Just keep the pressure on and it lets go in a few seconds. If a piece breaks off in the skin, leave it alone. Your body pushes splinters out. Digging around with a needle does more damage then the fragment ever would.
Clean it with alcohol or soap. Wash your hands.
Now here’s the part most people skip: don’t flush the tick.
Tape it to an index card. Clear packing tape right over the body, write the date and where on your body it was, and stick the card in a drawer. If you come down with anything weird in the next 30 days, rash, fever, joint pain, that flu-that-isn’t-flu feeling, that tick goes with you to the doctor. Some labs will test the tick itself, which is faster and often more reliable than waiting for antibodies to show up in your own blood. A dated tick taped to a card is one of the most useful things you can hand a doctor who’s trying to figure out what’s wrong with you.
The other thing worth saying out loud: if the tick was engorged when you pulled it, and you can’t swear it was off your body within 24 hours, call your doctor that same day. Don’t wait for a rash. Fewer than three out of four Lyme cases even produce the classic bullseye. A single preventive dose of doxycycline within 72 hours of a deer tick bite cuts the Lyme odds way down, and most docs in tick country will write that prescription without giving you a hard time, especially if you walk in with the tick taped to a card and a clear timeline.”
Seconde bombe dans la même journée. Juste après l’annonce de LINK pour les agents IA
C’est typiquement ce que je mentionnais dans ma dernière vidéo
https://t.co/BecMKQdDnV
You are bored because you are not doing side quests.
Life is not just work and lying in bed doing nothing.
Here are 50 side quests every man should complete:
🚨 BREAKING: NVIDIA just removed the biggest friction point in Voice AI
They open-sourced PersonaPlex 7B, a real-time conversational model. It listens and speaks simultaneously to handle natural interruptions and overlaps.
100% Open Source.
Blockchain wasn't built for humans. It was built for machines. We just didn't know it yet. My conversation with Arpan from @0xbeepit on agents, money, and the invisible economy that's already going vertical.
As ever, please enjoy!
The &Walsh team, with creative direction by @jessicawalsh, has created the branding for the initiative that you can't ignore. Developed for this year’s Countdown event in October, TED speakers will outline their vision of a net-zero future.
https://t.co/C5JaZofhHV
Claude Code just quietly killed the entire startup team model.
Yeah — I said it.
No hiring.
No standups.
No 10-person Slack chaos.
Just this:
A .claude/agents/ folder with 30+ specialized agents.
Each one = a single markdown file with ONE job.
→ Engineer
→ PM
→ Marketer
→ Designer
→ Legal
→ Finance
→ QA
All replaced.
By one person.
With commands like:
"Hey rapid-prototyper, build this."
"Hey growth-hacker, get me users."
"Hey compliance-checker, are we safe?"
This isn’t a tool.
It’s a one-person startup operating system.
And right now — almost no one is using it.
That’s the edge.
Bookmark this before your competition does. 🔖
On the @theallinpod this week, @chamath asked @nvidia CEO Jensen Huang about decentralized AI training, calling our Covenant-72B run "a pretty crazy technical accomplishment."
One correction: it's 72 billion parameters, not four. Trained permissionlessly across 70+ contributors on commodity internet. The largest model ever pre-trained on fully decentralized infrastructure.
Jensen's answer is worth hearing too.
Je vous explique dans cet article l’un des skills les plus important en Finance
L’estimation et l’application d’une méthode au travers de l’Estimation de Fermi.
Ce raisonnement a guidé énormément de mes intuitions et est un incontournable.
Enjoy the reading