Truly wild story 🤯. A new era of "citizen science" is beginning.
An engineer with no medical training used ChatGPT and Google’s Alphafold (AI protein sequencer) to build a working cancer vaccine from scratch.
He turned raw genetic data into a custom mRNA vaccine that shrank his dying dog's tumor by 50%.
Paul Conyngham spent $3000 to get the DNA sequences of his dog's healthy blood and the cancerous tumor.
He was staring at gigabytes of raw genetic code without having any clue how to read biological data.
This is exactly where ChatGPT became the crucial missing link in his process.
He used ChatGPT as a high-level biological consultant to figure out how to compare the two DNA samples and spot the exact mutations causing the cancer.
ChatGPT gave him the step-by-step instructions to run the data pipelines and pointed him toward an AI tool called AlphaFold to map the physical shape of the damaged proteins.
The chatbot basically translated complex oncology concepts so he could write a half-page chemical recipe for an mRNA vaccine.
This mRNA is just a genetic instruction manual that tells the immune system how to recognize and attack those specific mutated cancer cells.
University researchers were blown away by his formula and manufactured the physical vaccine for him.
A veterinary expert then injected the dog, and within weeks the massive tumor had halved in size.
75% of bitcoins code comes directly from Jeoffrey Epsteins investments.
-We’ve basically funded an elite global pedophile ring since 2015.
I feel sick.
🚨 JAPAN WILL CRASH THE MARKET IN 3 DAYS!!
They’re currently sitting on $10 TRILLION in debt.
Every Japanese government bond yield just hit the highest level ever recorded.
Next week, Japan will start selling $500 BILLION in U.S. stocks to stabilize the economy.
Their economy is breaking - and it’s far worse than most people realize.
If Japan breaks, it doesn’t break alone.
It drags the global financial system with it.
They only survived because interest rates were near zero.
That support is gone.
Now as yields rise, the math gets ugly fast.
Debt payments explode.
Interest eats government revenue.
No modern economy gets through this cleanly:
→ Default
→ Restructuring
→ Or inflation
But this is where it hits everyone else.
Japan owns trillions in foreign assets.
Over $1 trillion in U.S. Treasuries.
Hundreds of billions in global stocks and bonds.
They bought all that because Japanese yields paid nothing.
Now Japanese bonds finally pay real returns.
After hedging, U.S. Treasuries actually lose money for Japanese investors.
This isn’t fear.
It’s simple math.
Money comes home.
Hundreds of billions leaving global markets isn’t gradual.
It’s a liquidity vacuum.
Then there’s the yen carry trade - over $1 trillion borrowed cheap in yen and thrown into stocks, crypto, EM… anything with yield.
As Japanese rates rise and the yen strengthens, those trades blow up.
Forced selling starts.
Margin calls spread.
Everything moves together.
At the same time:
→ U.S.–Japan yield spreads are shrinking
→ Japan has less reason to keep money overseas
→ U.S. borrowing costs rise whether the Fed likes it or not
And the Bank of Japan isn’t done yet.
Hike rates again in January?
The yen jumps.
Carry trades unwind harder.
Risk assets feel it immediately.
Japan can’t just print their way out this time.
Inflation is already hot.
Print more → yen falls → imports get pricier → domestic crisis.
They’re trapped between debt and currency - and the door is closing.
For 30 years, Japanese yields were the invisible anchor holding global rates down.
Every portfolio since the ’90s relied on it, whether people realized it or not.
That anchor just snapped.
Bonds fall.
Stocks fall even harder.
Crypto falls the hardest.
This is how “everything’s fine” turns into everything breaking at once.
The world is entering a rate environment no one alive has traded before.
I warned you before Japan shook the market in 2025.
And I’m warning you again.
Follow and turn on notifications - before it’s too late.
Walk into a high-end restaurant. Look at the menu. Notice something interesting about the pricing structure.
The steak costs £45.
The pasta costs £18.
The salad costs £15.
The cost to produce these items:
Steak: £20 in ingredients
Pasta: £2 in ingredients
Salad: £3 in ingredients
Profit margins:
Steak: £25 (125% markup)
Pasta: £16 (800% markup)
Salad: £12 (400% markup)
Restaurants make more profit on pasta and salad despite charging less because the input costs are so low.
Now expand this to the entire food system. Who benefits from convincing people to eat less meat and more plant-based foods?
Every level of the supply chain makes more money on plants:
Farmers: Can charge premium for "organic" vegetables
Processors: Turn £0.10 of grain into £3 of product
Retailers: Higher margins on processed foods
Restaurants: Much higher profit margins on plant-based dishes
The economic incentive structure is clear: Sell people cheap ingredients at meat prices.
This is why every major food company is launching plant-based lines. Beyond Meat, Impossible Foods, and hundreds of smaller brands. All producing products that cost pennies to make and sell for dollars.
Then they use the profits to fund studies, marketing, and lobbying to convince you that meat is dangerous.
It's not about health. It's not about environment. It's about profit margins.
A restaurant that could convince all its customers to order pasta instead of steak would double its profit overnight while dropping food costs by 80%.
Scale that to society. If you can convince entire populations to shift from meat to plants, you've just increased industry profit margins by 400-800% while reducing their costs.
The people pushing "plant-based for the planet" are the same people who will profit enormously from that shift.
Bill Gates owns farmland, invests in plant-based companies, and tells you to stop eating beef. His investment portfolio directly benefits from you following his advice.
Klaus Schwab tells you to eat bugs while eating beef at Davos. His organization's corporate partners include major food companies launching insect-based products.
The pattern is the same as it's always been. The elite tell you to eat cheap food. They profit from producing cheap food at premium prices. They continue eating meat themselves.
The restaurant pricing strategy scaled to society. Convince people that the expensive ingredient is dangerous. Sell them the cheap ingredient at expensive prices. Pocket the difference.
And if you can get government to mandate or incentivize the shift through policy, even better. Then it's not just profit. It's guaranteed profit backed by law.
This is why "plant-based" is pushed so hard despite no clear health or environmental benefits. The profit margins are too good to pass up.
You're not being given dietary advice. You're being given a sales pitch.
The sellers profit from your compliance. They don't follow their own recommendations.
Notice who's eating what. Then decide if you trust their advice.
WE FINALLY KNOW WHY THE MARKET CRASHED ON 10 OCTOBER AND WHY IT JUST CANT BOUNCE!
We never really understood why the big crypto crash started on October 10th and why we couldn't even get a single meaningful bounce!
Today the answer seem simple!
Let me break it down.
1. DAT's like MSTR, BMNR and others have been one of 2 big buyers that powered this cycle.
2. The DAT game is simple, you need to be the biggest so that you get into the big indices and when you do, passive index trackers are forced to buy large amounts of your stock. As they do you get bigger and get added to more indices, and so the cycle perpetuates.
3. On EXACTLY 10th October, MSCI , the world's 2nd biggest Index company published the below. They are questioning whether companies that hold crypto assets as their core business, should be considered as "companies" or "funds".
4. If they are "funds" they are not included in passive indexing. why, because this creates a circular loop. The fund buys assets , gets bigger and then is included in more indices and buys more assets.
5. The expected ruling will be announced on 15 January 2026 and if this does pass, the companies like MSTR will be automatically removed from all indices.
6. If this happens it would mean that all the pension funds, normal funds and all other passive index holders would dump their MSTR automatically.
7. It would also mean that going forward they would never be included and as such , one of the big reasons why they actually exist would disappear.
8 . Since DATs have been powering this cycle and have been most the buying pressure, the smart money saw this immediately after the 10TH of October announcement and positioned accordingly.
9. The 10TH of October wasn't a coincidence after all - It was smart money seeing a big risk to crypto and the current market structure.
10. The market will probably continue to dum until around the end of December and if the announcement is negative, we will get a huge dump in preparation for the removal from the indices.
11. On the other hand , if it is positive , the bull market is back!!
I broke this down on a 10 minute video this morning and I will leave a link in the next tweet!
If you enjoyed this analysis, please retweet and follow this account!
@cryptoking537@ourbit@TheWhiteWhaleV2 @MEXC_Official Well, sorry for the loss but you fully deserve losing everything using a unknown and shady exchange. Dex and hardware wallets. Self custody. Not 3rd party shenanigans
Michael Saylor turned a dying company into a $33B Bitcoin vault.
A system built on leverage, dilution, and a single condition:
Bitcoin must never stop going up.
And most people don’t understand how dangerous this model is🧵
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