I like helping teams win. Ravenously curious about people & the world. AI on me: bit.ly/chatgpme. Prev: bit.ly/howee | @roote_ | @mitdci | @EthereumDenver. AI:

Joined September 2013
2,977 Photos and videos
Pinned Tweet
I'm officially ending Roote! Proud of the fellows for their relentless energy & curiosity. Proud of myself for creating the How Everything Evolved YouTube series. Grateful to have some time to focus on my health. Full post below. ❤️
5
4
38
985
Rhys retweeted
This applies beyond founders. From my experience, AI is a superpower in the sense that it enhances, sometimes by a qualitative shift, skills and expertise people already have. The confused, just produce more confused stuff.
Exactly right. The bottleneck has never been compute or capital. Its taste and judgment about what humans actually want. Infinite compute just makes the great founders faster and the confused ones more confused. x.com/dflieb/status/20601962…
14
18
161
15,593
Rhys retweeted
My MLSys keynote on AI writing systems code got more interest than I expected. The recording will take a while, so in the finest tradition of AI labs sharing blog posts, we’re starting the Core Automation Blog with this one coreauto.com/blog/when-ai-st…
3
5
266
21,511
LLMs Jevon us so hard on curiosity & asking questions.
1
1
4
503

Over the past year, we've been building our own internal agent infrastructure at YC: over 350 tools, self-improving skill loops, and a shared organizational brain that gets smarter overnight. In this episode of the @LightconePod, we sat down with YC General Partner Pete @koomen to talk about how he led the effort from the ground up. We cover how giving agents unrestricted access to one database was the key unlock, the self-improving skill loops that get smarter overnight, and why he thinks we've arrived at the personal computer moment for AI. 00:39 — YC's AI Stack 02:15 — The Finance Team Problem That Started It All 05:07 — SQL Access Changes Everything 07:20 — One Database to Rule Them All 09:14 — Jevons Paradox 10:07 — Denormalizing for Agents 12:15 — The Single-Player Era of Agents 14:16 — 350 Tools and a Shared Registry 16:24 — Skillify, DRY, and MECE Resolvers 18:23 — The Self-Improving Dream Cycle 20:26 — The Two-Sentence Pitch Skill 23:06 — How Super Intelligence Compounds 25:10 — Recording Everything as a Building Layer 27:10 — The Shared Organizational Brain 29:18 — Trust-Default Culture as a Requirement 30:44 — Raising the Floor for New Employees 32:35 — Horseless Carriages 34:24 — Why Chat Is the Best Interface for Agents 38:50 — Just-in-Time Software 40:49 — Centralizing vs. Decentralizing AI 43:32 — The Personal AI Revolution
1
158
Roughly 2x'ed the number of "questions to machines per day" 10B google searches now 10B chatbot messages
48
Rhys retweeted
For 63 years, medicine couldn’t lower lipoprotein(a). Now everyone is trying at once. Three Phase 3 trials. Over 32,000 patients. 35 countries. Drugs hitting 80 to 94% Lp(a) reduction. The first results from 8,323 patients land this summer. But that’s the injectable chapter. Behind it: -> @EliLillyandCo is testing the first oral Lp(a) pill. No needle. Daily dose. 86% reduction in Phase 2. -> And behind that: gene editing. One infusion. Potentially permanent. -> @CRISPRTX cut Lp(a) by 73% in humans with a single dose (CTX320, Phase 1). -> @editasmed just showed ~90% reduction in primates by editing LDLR regulatory regions instead of the Lp(a) gene itself. -> @EliLillyandCo is developing its own one-time gene edit through Verve. 1 in 5 people carry elevated Lp(a). It’s over 90% genetic. Diet and exercise don’t touch it. 0.1% of Americans have ever been tested (Cleveland Clinic, 71 million records). One blood draw. $25. Once in your life.
Tens of millions of people in the U.S. have elevated Lp(a), an inherited and largely hidden driver of heart disease. A drug trial to address it is expected to report results soon. 🔗 on.wsj.com/49qpoIU
20
65
451
190,000
Rhys retweeted
New FRO dropping!
Today we're launching Deliverome Bio, a focused research organization tackling one of the biggest bottlenecks in medicine: getting therapeutics to tissues beyond the liver.
6
50
4,144
Rhys retweeted
Replying to @Pontifex
Holy Father the post will perform better if you append the url in a threaded reply as opposed to linking it in the tweet
103
1,470
25,981
938,694
Rhys retweeted
After AlphaGo, the skill of human Go players noticeably improved. I suspect we will see a similar pattern in math.
Another major problem, this time in additive combinatorics, has fallen, this time to humans rather than AI, but using methods related to the AI solution to the unit distance conjecture.
187
973
9,039
784,959
Rhys retweeted
I’m really excited about the Strep A Vaccine Fund we’re launching today. IMO the basic case here is a great recipe for impact: → A huge problem: ~1% of total annual deaths worldwide (>600k) → Super neglected: ~$14M/yr of R&D globally before this, ~50x less than malaria which has similar mortality → Newly tractable: new human challenge models and earlier diagnostics should speed the path to an approved vaccine Grateful to our partners Adam and Abigail Winkel, Good Ventures, Lucy Southworth, @ThePatchworkCLT, and a few anon donors for getting us to >$140M at launch. We’re continuing to actively fundraise and think we could effectively spend >$200M over the next few years. Our goal is to double the number of Strep A vaccine candidates in clinical trials and have at least one ready for Phase 3 trials by the end of 2030. And I’m thrilled to be betting on Katharine’s vision here! As a grad student, she co-invented the R21 malaria vaccine that’s now reaching millions of kids. I’m hoping to see hundreds of millions of future Strep A vaccine doses with her fingerprints on them.
Today, @coeff_giving is launching the Strep A Vaccine Fund, a multi-donor initiative to accelerate vaccine development against one of the world's most neglected infectious diseases relative to its scale. Strep A kills ~639,000 people a year. There is no vaccine. I think that can change 🧵
4
48
235
34,026
Rhys retweeted
One shot and you’re protected from heart disease. Imagine that for cancer, dementia and aging
It feels very futuristic to imagine a world with one-and-done therapies that lower LDL cholesterol for life, but... it might not be far off! These are new phase 1 data for Verve/Lilly's PCSK9 base editor: one single intravenous infusion reduces LDL cholesterol by as much as 60%
152
248
2,598
335,838
Rhys retweeted
23 Aug 2025
Fukuyama was so prescient. In a society with strong rights and material comfort, but light on demanding shared purposes and some degree of sacrifice, thymotic energies go searching. Some quiet into bourgeois hedonism; other will seek “metaphorical wars” and eventually real ones.
39
229
1,815
241,234
Rhys retweeted
May 24
effective altruism ended up being one of the most powerful political movements of the 21st century
123
45
1,323
133,780
Rhys retweeted
I just sequenced a human genome to 30× coverage entirely at home. As far as I know, this is the first time this has been done. I didn’t step foot in a lab once. Every step - from saliva collection, to running the sequencer - took place in a single room with a dining table kitchenette. Six weeks ago, I had never done wet lab biology before. I used an Oxford Nanopore P2 Solo - the only commercially available sequencing device portable enough to do 30x human genome sequencing at home. Biggest takeaway - I could build something that combined software, hardware, and molecular biology far faster than I thought was possible. I can name >100 specific instances where AI helped me solve a technical problem that would previously have blocked me because I lacked access to a domain expert. For example: how do I save my sequencing run when my DNA extraction yield is 4x lower than I need it to be, and I have this limited set of reagents to hand? To make this work, I had to navigate multiple disciplines: - writing software to monitor sequencing runs and orchestrate remote GPU infra for basecalling - learning executing 5 hour long molecular biology protocols - building a hardware device to quantify DNA concentration Apologies for the hyperbole, but I feel super lucky to be living in 2026. A few weeks ago I decided to sequence a human genome to 30x at home. Then I actually did it. And I did it really quickly.
253
470
4,765
396,682
Rhys retweeted
Ok, so I learned that these are called phonesthemes :)
Today I learned that in English: words starting with "gl-" often relate to light: gleam, glint, glance, glare, glaze, glimpse, glitter, gloss, glower, glisten, glaze, glitz, glazed. words starting with "sn-" often relate to nose: sniff, sneeze, snuff, snore, snort, snot.
101
7,914
59,069
1,547,945
Rhys retweeted
May 14
Claude's first day at Dunder Mifflin
443
2,116
31,878
13,438,857
Rhys retweeted
Been teaching 3yo to read (inspired by @erikphoel's great posts on the topic). He's into superheroes so I asked Claude to create a Batman story series that uses spaced repetition to practice sight words. His engagement is night and day. You can just dad school.
8
8
157
9,677
Rhys retweeted
May 13
“oring theory” is true on the individual cognition level especially at high levels of skill. minor differences in energy levels, stamina, focus, emotional stability etc change what you are capable of by orders of magnitude
42
52
1,032
60,832
Rhys retweeted
We're hiring 10 grantmakers and senior generalists across our GCR teams. Most of our capital is bottlenecked on a tiny number of people working to identify, vet, and generate strong funding opportunities. Apply here by May 24: jobs.ashbyhq.com/coefficient…
1
28
105
16,220