Zachary Lipton
@zacharylipton.bsky.social
9.6K followers 200 following 78 posts
Cofounder & CTO @ Abridge, Raj Reddy Associate Prof of ML @ CMU, occasional writer, relapsing 🎷, creator of d2l.ai & approximatelycorrect.com
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zacharylipton.bsky.social
We’ll know he’s really made it when Alcatraz gets autocorrected to Alcaraz.
zacharylipton.bsky.social
Small idiosyncratic language errors in otherwise clear technical papers are now a plus; assurance that I'm not wasting my time trying to read GPT spam. #neurips2025
zacharylipton.bsky.social
Spent the whole day reading unlearning papers. If any of the methods worked, I might hope to recover from the experience.
zacharylipton.bsky.social
Final 5m of NBA games solved. If you foul:
• opposing team gets 1 FT
• & keeps possession w fresh 24
Next up, Israel/Palestine.
zacharylipton.bsky.social
Google miles behind Open/Anth til overnight boom 2.5.
Mosaic models underwrite $1B until boom mothballed.
Deepseek turns world upside down, but only for 5min.
The speed at which the winds turn here is truly wild.
zacharylipton.bsky.social
What problem were airplane designers hoping to solve when they proposed this monstrosity?
zacharylipton.bsky.social
50M human hours have been spent adjusting airplane seats into upright position before takeoff, saving a grand total of 0 human lives
zacharylipton.bsky.social
Unlike OpenAI, ostensibly controlled by a powerful holding entity, here have effectively 0 board power. This saga's shaping up like the Asimov's Spacer novels, but instead of each book exploring a different ratio of humans to robotic servants, it's a different level of corporate oversight.
zacharylipton.bsky.social
We even found that sometimes with deep nets imputing 0 is better than running a fancy imputation algorithm because it’s more obvious which values are imputed so there’s less destruction of information.
zacharylipton.bsky.social
Yeah, it makes sense, it gives you all the info you have. A powerful enough model can learn any reasonable imputation strategy implicitly.
zacharylipton.bsky.social
Taking me back to 2016 baby. proceedings.mlr.press/v56/Lipton16...

In some clinical tasks the indicators are so useful, they’re almost as informative as the features themselves.
proceedings.mlr.press
zacharylipton.bsky.social
On my way to Singapore for #iclr2025. Excited to pop my head out of AI product development to get inspired, connect w the next generation of researchers, and also for food. hmu
zacharylipton.bsky.social
Thus the “controversiality”. Point is, hard to imagine any non-political reason to get any other compact EV than a tesla. Seems like nobody is even close, which i found surprising given the growing market.
zacharylipton.bsky.social
Controversial opinion. It’s impossible to lease an EV in the US that’s even half as good a deal as @Tesla model 3/Y.
zacharylipton.bsky.social
Plugin that automatically clicks thru "reject" to select "only strictly necessary" on the cookie pop-ups. 💵
zacharylipton.bsky.social
CTO’s the most slippery title in the world. Depending on the company, you’re either

1. A technical founder who never wanted to manage, now an IC engineer
2. A VP of Engineering
3. Leading all of EPD (+AI)
4. An influencer with no internal responsibilities
zacharylipton.bsky.social
what sort of model was involved in the retrieval step?
zacharylipton.bsky.social
Just as the jaws of tetragenarianism are closing in, stole this W from the jaws of impending awardless decrepitude.
abridge.com
Abridge @abridge.com · Feb 10
👑 𝗔𝘄𝗮𝗿𝗱 𝗪𝗶𝗻𝗻𝗲𝗿: Modern Healthcare names Abridge Chief Science and Chief Technology Officer Zack Lipton to its 40 Under 40 list!

Learn more about the most influential leaders in healthcare here: www.modernhealthcare.com/awards/zack-... @zacharylipton.bsky.social
zacharylipton.bsky.social
...you’re thinking about infrastructure, user experience, orchestration, governance, and automation at scale. That’s a different game altogether."
zacharylipton.bsky.social
per ChatGPT:

"AI is no longer just “machine learning at scale.” It’s a full-stack engineering and economic transformation, where ML is just one piece of the puzzle. If you’re building modern AI systems, you’re thinking beyond ML—...
zacharylipton.bsky.social
Phase 1 of my research career: "ML" = rebranding of the successful subset of AI.

Phase 2: "AI" = rebranding of the successful subset of ML.

Phase 3: AI & ML truly starting to diverge.
zacharylipton.bsky.social
Can't find any person or AI that can explain Luka → Lakers. Only satisfying theory I can conjure: behind-the-scenes feud → "calf strain" masking a relationship strain → trade demand. But according to ChatGPT's research, Luka was blindsided by the trade.
zacharylipton.bsky.social
Just another boring week in the AI capabilities landscape.