Ruchith Fernando retweeted
I'm a cardiologist. Everyone is sharing this study as a skin story. They're burying the part that matters.
Scientists took the aorta of a 75-year-old donor, applied a single engineered enzyme, and stripped away more than 70% of the molecular damage — bringing it down to the levels you'd see in a 30-year-old artery.
Published five days ago in Nature Communications. Revel Pharmaceuticals, with Calico and the University of Colorado.
Here's what they erased.
Sugar reacts with proteins in your body the same way heat browns bread — slowly, over a lifetime. It leaves behind a residue called CML, the most abundant advanced glycation end product in aging tissue. It welds itself onto collagen and elastin in your skin, your eye lens, and your arterial walls.
Two things follow. Your arteries stiffen. And CML latches onto a receptor called RAGE, which drives chronic inflammation — the exact fire I've been writing about for months as the engine of heart disease.
Since the 1980s this damage was considered permanent. Your body has no enzyme to remove it. Every existing approach only slows new damage from forming. Nothing touched what was already there.
So they built an enzyme that doesn't exist in nature. They screened 45,000 protein structures, then ran five rounds of directed evolution across more than 500 million variants until they had CMLase — a molecular lawnmower that oxidizes the CML off the protein and restores the original, healthy lysine underneath.
Not patched. Reversed.
Over 70% cleared from elderly arterial tissue. Over 55% from elderly skin — below the levels found in 31-year-old skin. 45-78% in lens proteins. The CEO said they expected 20% and were floored.
Arterial stiffness drives systolic hypertension, heart failure, and stroke, and I have no drug that reverses it. I can slow the process. I cannot undo it. This paper says undoing it may be possible.
The caveats are real and I won't skip them. This was done on donated tissue in a dish, not in a living person. No functional data yet — we don't know if that artery got measurably more elastic. Delivering a large enzyme deep into human tissue is a hard, unsolved problem. Clinical trials are years away.
But something considered permanent for forty years just came off human tissue.
We spent a century learning to slow aging. Someone finally figured out how to erase it.
Thank you @theallinpod @friedberg @chamath @pesottas
Friedberg: New study shows enzyme reverses skin age from 70+ years to 31
Chamath: That’s a $2T market.
Did Scientists Just Discover How to Reverse Skin Aging!?
“CML is kind of the predominant molecule that gets formed in this extracellular matrix that's driving aging, and nothing breaks it down.
So these scientists set out to try and create an enzyme, an enzyme is a protein that breaks something down, that can break down CML.
And so these guys kind of went out and they took the target, which is CML, and tried to figure out, ‘Okay, how do we actually degrade CML, clear that extracellular matrix, and reverse aging?’
They started to test it on the proteins that we would find in our body, casein, collagen, retinal proteins, which are in your eye, hemoglobin, and they were able to get rid of 52 to 97% of the CML, just degrade it away.
And then they found several sites where they were able to degrade over 90%.
And then they took actual human skin from elderly patients that had donated their skin, and they put this enzyme onto that skin, and they were able to eliminate 55% of the CML on the skin, basically reverse the skin's age down to the age of a 31-year-old, this is from greater than 70-year-old patients, just by putting this enzyme on the skin.
And so it's kind of a groundbreaking demonstration of combination of AlphaFold, what's called directed evolution, where you change the order of the DNA that changes the structure of the protein to test different proteins, do high throughput screening, and ultimately make a novel protein that doesn't exist in nature today that can do something pretty profound for human health.”
Chamath:
“It will be a trillion-dollar market. If you can create a cream…”
Friedberg:
“I mean, dude, if you could put this enzyme literally on your skin and have it absorb in…”
Chamath:
“Game over. That alone is $2 trillion.”
Ruchith Fernando retweeted
As engineering, product, design, DS, etc. melt into a new kind of role, I was reflecting on what roles might look like in the future. For example, when I look at the Claude Code team I see what I think is five archetypes:
1. Prototyper: comes up with brand new ideas; churns out many ideas, most of which don't ship
2. Builder: quickly turns a prototype/idea into production-grade product/infra
3. Sweeper: cleans up the UI, simplifies the code and system, unships, optimizes performance
4. Grower: takes a product that has been built and iterates on it to improve Product-Market Fit
5. Maintainer: owns a mature system to make it secure, reliable, fast, and efficient as it scales
Many people span across 2 roles, and sometimes 3 roles. I also notice that these roles are not really tied to job function -- eg. across Anthropic, some designers match category 1, some 2, some 3; same for engineers, PM, DS.
A healthy team needs a mix of these, depending on the product:
- A product that is new and pre-PMF needs people that are strong at 1+2+3
- A product that is growing and has found PMF needs 2+3+4 and some 5
- A product that has strong PMF needs 3+4+5 and some 2
Maybe product roles of the future will look more like this, and less like the domain-specific roles of today?
Ruchith Fernando retweeted
Anthropic onboarding day: Michael Scott introducing Karpathy like he just signed Wemby in free agency.
Claude code helped me create this simple @claudeai usage tracker. #vibecoded
Ruchith Fernando retweeted
In this shop in Sri Lanka customers choose the sole and straps to make custom flip flops.
[📹zahar_k]
Ruchith Fernando retweeted
Mythos Preview has already found thousands of high-severity vulnerabilities—including some in every major operating system and web browser.
🤖 Ruchith Fernando: 72/100 clone fidelity — Almost Gone
are you just a system prompt? → replacebyclawd.com/?url=http…
Ruchith Fernando retweeted
I’m in love with this sentence:
“The degree to which a person can grow is directly proportional to the amount of truth he can accept about himself without running away.”
Ruchith Fernando retweeted
Engineering Faculty of Peradeniya has a new BSc degree in Electronic and Intelligent Systems Engineering for those who did A/L in 2025 with Direct Entry. This is a huge win for students as it removes the uncertainty of field selection forced on them after joining a university.👏
We just passed React on GitHub stars. 🦞
Let that sink in. A personal AI assistant built by a lobster-obsessed Austrian and an army of crustacean enthusiasts just outstarred the library that powers half the internet.
We shipped 90+ changes today. They shipped a conference.
Ruchith Fernando retweeted
The most efficient U.S. road trip route, as determined by a data scientist…
In 2015, data scientist Dr. Randal Olson created what he dubbed the “perfect” U.S. road trip using genetic algorithms—a type of search heuristic—to tackle the classic Traveling Salesman Problem. His aim was to chart the most efficient route visiting either 50 major national landmarks or all 47–50+ National Parks without needless backtracking. The final route stretches over 13,699 miles, covering all 48 contiguous states and iconic sites like the Statue of Liberty, the Alamo, and Yellowstone. While the pure driving time totals roughly 224 hours, most travelers would spend 2 to 3 months completing the journey with sightseeing.
Ruchith Fernando retweeted
Anthropic published a blog post one hour ago.
Cybersecurity stocks have lost $10B since.
CrowdStrike -6.5%. Cloudflare -6%. Okta -5.7%.
One blog post. One hour. $10B gone.
Ruchith Fernando retweeted
The torch lighting at the 1992 Barcelona Olympics stands as one of the most unforgettable moments in Olympic history.
Introducing Claude Code Security, now in limited research preview.
It scans codebases for vulnerabilities and suggests targeted software patches for human review, allowing teams to find and fix issues that traditional tools often miss.
Learn more: anthropic.com/news/claude-co…





















