Anthropic pays engineers $750,000 a year to understand how AI models actually work.
Stanford just put the same knowledge on YouTube.
2 hours. Completely free.
This is the lecture that teaches you what most AI courses skip entirely.
Not how to use the tools.
Why they work the way they do.
The engineers who understand the why build things the people who only know the how cannot even conceive of.
The gap between those two groups is $750,000 a year.
You can close most of it in an afternoon.
Bookmark this before you scroll past it.
Watch it this weekend.
Not eventually.
This weekend.
A university student was chosen to deliver the graduation speech at her commencement ceremony. She walked confidently to the podium, smiled at the crowd, and began her remarks. But as she looked out at the massive audience, something shifted, she suddenly burst into uncontrollable laughter. The laughter grew louder, and despite trying to compose herself, she couldn’t stop. After several tense moments, the university director gently stepped in and escorted her off stage while the audience sat in stunned silence.
Public speaking anxiety can hit unexpectedly, even for the most prepared person. It’s a reminder that behind every polished ceremony is a human being navigating intense emotion in real time.
When nerves take over in a high-pressure moment, should institutions respond with patience, or prioritize keeping the event on schedule?
The alleged Third Secret of Fátima, which the Church kept hidden from the public eye, was later published in a polished and diluted form.
Apparently, this is the true secret: a great plague, wars, and God punishing humanity far worse than the Flood.
🚨 AUTO PARTS MANUFACTURERS COLLAPSE — FACTORIES SHUT DOWN AND PARTS ARE DRYING UP, “WE’RE IN DEEP TROUBLE”
A repair shop owner says the industry is in “deep trouble.” And what he’s seeing is alarming:
• Major remanufacturers like Cardone and Trico filed Chapter 11
• Factories broken apart
• Employees laid off
• Rebuild operations shut down
• Fewer alternators, pumps, brake components hitting shelves
He tried sourcing a power steering pump for a 2018 truck.
Nothing.
Only option? A $600 Motorcraft unit.
“Six hundred dollars… that makes it hard for anybody to even have an older vehicle.”
And here’s the bigger concern:
Rebuilt parts kept older cars affordable for decades.
If remanufacturing disappears…
Shops can’t source.
Prices spike.
Older vehicles get harder to maintain.
And the strangest part?
Most drivers have no idea this is happening yet.
What happens when millions of older cars need parts that aren’t there?
Is this temporary restructuring… or the beginning of a quiet shift toward newer vehicle dependency?
The Supreme Court just rejected Trump's stupid tariffs!
Good.
Tariffs kill jobs, reduce our choices, and raise prices.
I interviewed one of the business owners who sued:
After a year of intensive research, Dr. William Makis presents the most critical graph of his career: the ivermectin dosing schedule for cancer.
According to Dr. Makis, for most cancers - including breast, colon, lung, pancreatic, renal, gastric, and leukemias - a starting dose of 1mg per kg of body weight per day is recommended.
For a 60kg individual, this equates to 60mg daily:
- Five 12mg pills
- Or 6ml of liquid (approx. one teaspoon + 1ml)
The evidence for efficacy is compelling and dose-dependent:
- Dr. Shankara Chetty saw a prostate cancer patient's PSA drop from 89 to 11 on 45mg/day.
- A case from Dr. Tess Lawry showed CA125 (ovarian cancer marker) drop from 288 to 22 on just 0.2mg/kg.
- A long-term Castro study on children with leukemia showed no side effects after 6 months at 1mg/kg.
For aggressive cancers (pancreatic, brain), the blood-brain barrier may require a higher dose. Dr. Makis cites:
- Dr. Landrito's colleague with terminal gallbladder cancer: cancer disappeared after 14 months at 2mg/kg/day.
- The highest documented dose is 2.5mg/kg (Dr. Chetty), with only transient visual side effects that resolved.
Mainstream oncology will not offer this. Why? Ivermectin is generic, off-patent, and unprofitable. Consequently, there are no funded clinical trials.
Dr. Makis's powerful conclusion: "Using ivermectin in cancer is honestly very straightforward. It is a very, very safe drug."
His strong suggestion for those struggling: start at 1mg/kg/day. It can be taken for many months, even over a year, with an excellent safety profile based on long-term anecdotal evidence.
The power to fight may already be on your shelf.
Guys the mainstream story about Epstein is a distraction...Everyone is talking about celebrity names in the Epstein files but what they are missing is WHAT HE WAS BUILDING! I went through the actual financial documents, the wire transfers, the EFTA records with routing numbers and signatures, and what I found is way worse than a flight log.
Jeffrey Epstein was funding a genetics operation. I'm talking a company called Southern Trust that received his money and had no lab, no scientists, no employees, nothing. Just a name on paper moving cash. 23andMe kits showing up in the records. A form where Epstein personally wrote "DNA Analysis" as the purpose. Exposed checks to geneticists. This man was building something and no outlet has covered it because they're too busy dropping names for clicks.
Every single claim has a government EFTA document number. I show them on screen. You can verify all of it yourself.
This is the first 15 minutes. Full 40 minute breakdown on my YouTube, Mind Unveiled. As far as I know I'm the only channel going document by document through the financial records instead of just reading headlines back to you. But I need your help getting this in front of more people. PLEASE share and send it to someone. This is so very important for the world to hear.
#EpsteinFiles #Epstein #DOJFiles #ReleaseTheNames #EpsteinList
Video of singer holding concert during Brazil’s Carnaval going viral because of the difference in audience demographics - the centre is the paid concert tickets the sides are free