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benjack.io
Data things in 📍Philly. Soon 📍NYC. Data scientist, strategist and engineer 👨‍💻. Weightlifter 🏋️. Home cook 👨‍🍳. Traveler 🧳. Recently married 🏳️‍🌈
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Wild www.nature.com/articles/d41...

Some stats from 100 days in on congestion pricing: - Complaints about car-honking are down 70% - The Holland Tunnel has 65% fewer delays at rush hour; time to get thru it is down 48% - 6 million fewer cars - Half as many traffic-related injuries - 1.5 million more visitors to BIDs year over year

"Rather than focus on curing Alzheimer’s, I spend my day scrambling just to keep those scientists employed." We asked Philadelphia scientists, doctors, and researchers to weigh in on Trump's federal funding cuts. Their responses were bleak—for all of us. New @phillymag.com:

Whoah.. sonnet was *not* distilled "3.5 Sonnet was not trained in any way that involved a larger or more expensive model (contrary to some rumors)." —Dario Amodei darioamodei.com/on-deepseek-...

👉 DeepSeek may well have broken OpenAI’s Terms of Service and distilled their intellectually property without permission 👉 OpenAI may well have done analogous things to YouTube, New York Times, and countless artists and writers. 👉 Karma is a bitch.

I don't have any quantitative comparison to make here, but Claude feels so much better to use than Gemini. The character training really shines. #llms

I was tagged the other day by someone kindly sharing my Python Rgonomics post and realized that my thesis of "tooling keeps improving" held up too well and some of the recos have changed Hence, here's the 2025 update: www.emilyriederer.com/post/py-rgo-... Now feat uv (vs pyenv, pdm) and Positron

Install and run Open WebUI in one command w/ uv: `uvx --python 3.11 open-webui serve` h/t @simonwillison.net #openwebui #llm

Two weeks ago a I finally got rid of a deep learning PC I had built back in 2016. Glad to see local development for AI is still going strong. #ai #locallama #llm #datascience www.theverge.com/2025/1/6/243...

Can’t believe there were like 6 months last year when I thought I would have to use LinkedIn as my primary social media platform

LLMs have been crammed into so many different products as sparkle, magic wand, or crystal ball buttons. This feels like a bad UX. How do I know what's going to happen when I click that button?

Updated my handle to a custom domain! Pretty straightforward and an interesting way to "verify" your account.

"I meet lots of idealistic folks who think that all they’re missing is money, or credentials, or access to the levers of power. More often, what they’re really missing is friends."

I had an old boss tell me that most of programming is reading code. This is even more true today with LLMs spitting out code of questionable quality.

New post: From PDFs to AI-ready structured data 📃✨ A deep dive into document processing, layout analysis and a modular workflow for building end-to-end document understanding and information extraction pipelines using PDFs, Word documents, scans and more. explosion.ai/blog/pdfs-nl...

When large language models surpass neuroscientists for prediction of results of experiments nature.com/articles/s41... "which presages a future where LLMs assist humans in making discoveries. Our approach is not neuroscience specific and is transferable to other knowledge-intensive endeavours"

A vertical takeoff of life science with #AI LLLMs. Publication of 10 new foundation models of Proteins, DNA, RNA, methylation, cells, and interactions, evolution, and design in the past couple of weeks! Unprecedented progress, reviewed in the new Ground Truths erictopol.substack.com/p/learning-t...

New at Science Evo, a large language of life (LLLM) genomic foundation model, predicting & generating tasks from molecular to genomic scale science.org/doi/10.1126/...

Will this be the twitter replacement that sticks? I miss data science and academic twitter :(