John Paulett
@johnpaulett.com
📤 198
📥 43
📝 81
Engineering Leader & Architect
@hoppr.ai
#radsky
#medsky
Claude Code + Notion MCP + $DB_Vendor MCP = 🤌 Gave an outline of my idea. Claude took my outline, found the relevant data, and turned it into a polished proposal with hard data in record time.
4 months ago
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My favorite part of Claude Code: I can get an idea out over the weekend. Before: My laptop was a graveyard of personal projects that took all weekend just to get the structure in place. Now with Agentic Coding, I focus on shipping my idea.
4 months ago
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If you're not using Claude Code, you are missing out. AI coding has taken a giant leap over the past few months Great article with some tips
spiess.dev/blog/how-i-u...
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How I Use Claude Code
One month ago, I subscribed to Claude Max. I've been using AI agents including Claude Code for some time prior, but with the flat pricing, my…
https://spiess.dev/blog/how-i-use-claude-code
5 months ago
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AI Coding tools are evolving quickly -- if you have not tried them in the past month, you owe it to yourself to revisit. I spent the weekend with ChatGPT Codex and Claude Code, and wow 🤯.
5 months ago
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Time and time again, starting with
#postgresql
would just make life easier. If at some point you need to scale beyond PostreSQL, you are an enviable success story.
engineering.usemotion.com/migrating-to...
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Migrating to Postgres
Since early 2022, Motion was on CockroachDB. Cockroach has many qualities going for it: effortless horizontal scaling, especially when…
https://engineering.usemotion.com/migrating-to-postgres-3c93dff9c65d
6 months ago
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Today is starting off strong! Can't even serial console in after an interrupted upgrade borked the kernel.
7 months ago
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How is it 2025 and the receiver of Outlook invites can not control the reminder time 🤯? It's not like we need 15 minutes to walk to a conference room. We're just bouncing between video calls. The number of meetings I forgotten about because I've moved to another task ...
@microsoft.com
10 months ago
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www.latent.space/p/reasoning-...
The DeepSeek R1 meltdown is impressive to watch. The democratization of top-tier models and the cratering of training cost has opened thousands of opportunities.
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Why o3-mini *had* to be free: the coming DeepSeek R1, 2.0 Flash, and Sky-T1 Price War
2025's biggest surprise so far: Reasoning is less of a moat than anyone thought.
https://www.latent.space/p/reasoning-price-war?utm_source=post-banner&utm_medium=web&utm_campaign=posts-open-in-app&triedRedirect=true
10 months ago
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letsnotdothat.com
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Master the Art of the Product Manager 'No'
Keep your meetings smooth and your priorities on track!
https://letsnotdothat.com/
10 months ago
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reposted by
John Paulett
Woojin Kim, MD
10 months ago
HOPPR signs imaging AI vets Boonn, Kim 🙏 Thank you for sharing this news,
@auntminnie.bsky.social
@wboonn.bsky.social
@ksiddiqui.bsky.social
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HOPPR signs imaging AI vets Boonn, Kim
Imaging AI software developer HOPPR has added Woojin Kim, MD, and William Boonn, MD, to its executive lineup.
https://buff.ly/40hbBiq
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Phi-4 fine-tuneable via unsloth: fixing bugs 🐛 and moving to llama 🦙 architecture.
unsloth.ai/blog/phi4
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Finetune Phi-4 with Unsloth
Fine-tune Microsoft's new Phi-4 model with Unsloth! We've also found & fixed 4 bugs in the model.
https://unsloth.ai/blog/phi4
10 months ago
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🤗 transformers now has ModernBERT included!
github.com/huggingface/...
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Release v4.48.0: ModernBERT, Aria, TimmWrapper, ColPali, Falcon3, Bamba, VitPose, DinoV2 w/ Registers, Emu3, Cohere v2, TextNet, DiffLlama, PixtralLarge, Moonshine · huggingface/transformers
New models ModernBERT The ModernBert model was proposed in Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference by B...
https://github.com/huggingface/transformers/releases/tag/v4.48.0
10 months ago
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reposted by
John Paulett
Tailscale
10 months ago
It's easy to lose sight of the fact that, from a tech perspective, we're absolutely living in the future. Our CEO and co-founder
@apenwarr.ca
looks at just how powerful our modern machines are — and what that means for all of us
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Living in the future, by the numbers
Instead of making the traditional New Year predictions, let’s talk instead about the beautiful technological future we live in: the one that exists right now but we don’t always notice.
https://tailscale.com/blog/living-in-the-future/?utm_source=bluesky&utm_medium=owned-social&utm_campaign=devrel-social
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Very cool: prompt-based SVG generation with distinct editable shapes.
sagipolaczek.github.io/NeuralSVG/
10 months ago
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I have more LLM subscriptions than streaming subscriptions now. 🤖 > 📺
10 months ago
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🚑 Part 3 of ModernBERT in Radiology 🚑 Combining Parts 1 and 2, I show how easy it is to fully fine-tune ModernBERT with a Classifer task objective to predict UMLS concepts from radiology text.
www.johnpaulett.com/2025/modernb...
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ModernBERT in Radiology Part 3: Fine-tuning a Classifier · John Paulett
https://www.johnpaulett.com/2025/modernbert-radiology-fine-tuning-classifier/
10 months ago
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NYC AI > The city’s “AI transformation has begun,” with more than 2,000 AI startups and 40,000 workers already forming a “thriving tech ecosystem,” according to the report by the city’s Economic Development Corporation.
gothamist.com/news/ai-will...
#nyc
#ai
#startups
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AI will help drive NYC economy in 2025, but some jobs could be 'displaced,' report says
The city’s artificial intelligence “transformation has begun,” according to the New York City Economic Development Corporation.
https://gothamist.com/news/ai-will-help-drive-nyc-economy-in-2025-but-some-jobs-could-be-displaced-report-says
10 months ago
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reposted by
John Paulett
Brian Casey
10 months ago
Start the New Year off right with issue #670 of The Imaging Wire at
buff.ly/4gJi0d4
: - Is Radiation Dose Too Low? - What Now for Medicare Fix? - What Triggers Radiation Dose Alerts? - RT Enrollment Grows - Mammo Screening Falls Short ... and much more!
#radiology
#medicalimaging
#ImagingAI
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Is Radiation Dose Too Low? | What Now for Medicare Fix? - The Imaging Wire
Is radiation dose too low, Medicare fix dies, radiation dose alerts, RT enrollment grows, mammo screening falls short, and much more.
https://buff.ly/4gJi0d4
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🚀 Fine-tuning ModernBERT for Radiology 🚀. Part 2 of my 3-part series shows how to use the ROCOv2 radiology dataset to fine-tune a transformer 🤗.
www.johnpaulett.com/2025/modernb...
#bert
#modernbert
#nlp
#ml
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ModernBERT in Radiology Part 2: Fine Tuning a Masked Language Model (MLM) · John Paulett
https://www.johnpaulett.com/2025/modernbert-radiology-fine-tuning-masked-langage-model/
10 months ago
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Part 1️⃣ of a 3️⃣-part Series: Exploring ModernBERT and the ROCOv2 dataset to build a multi-label classifier using a simple Logistic Regression model to predict UMLS CUI's from radiology report text. 🩻
www.johnpaulett.com/2025/modernb...
with a Colab Notebook!
#bert
#ml
#ai
#nlp
10 months ago
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Great to see UUIDv7 support landing in the upcoming PostgreSQL 18. Monotonicity for orderable IDs is hugely beneficial: improved index performance and work in distributed systems.
brandur.org/fragments/uu...
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Postgres UUIDv7 + per-backend monotonicity
How Postgres’ v7 UUIDs are made monotonic, and why that’s a great feature.
https://brandur.org/fragments/uuid-v7-monotonicity
11 months ago
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reposted by
John Paulett
Dr Amine Korchi
11 months ago
Few years ago, many radiologists thought AI was like mammography CAD—a fleeting fad. But AI isn’t CAD; it’s speech transcription—a tool so essential it will become invisible.
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reposted by
John Paulett
Simon Willison
11 months ago
Here's my end-of-year review of things we learned out about LLMs in 2024 - we learned a LOT of things
simonwillison.net/2024/Dec/31/...
Table of contents:
28
653
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A home built rig for $12,000 USD that can train a 1B parameter LLM. 🔥 Unfortunately I don't have four spare 4090s laying around. I'll keep playing on Colab for now.
sabareesh.com/posts/llm-rig/
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All You Need is 4x 4090 GPUs to Train Your Own Model
How I built an ML rig for training LLMs locally, exploring hardware choices, setup tricks, and lessons learned along the way.
https://sabareesh.com/posts/llm-rig/
11 months ago
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Great read on 🤗 transformers -- I've been working through the code over the holidays. Amazing to see the advancements in the
#NLP
world since 2018 and how easy
#HuggingFace
has made it to use and customize hundreds of models.
amzn.to/4guTRXC
11 months ago
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Exploring the hidden states of
#ModernBERT
with UMAP
umap-learn.readthedocs.io/en/latest/
11 months ago
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Going beyond PDFs for medical guidelines.
#medsky
seangeiger.substack.com/p/why-are-ca...
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Why Are Cancer Guidelines Stuck in PDFs?
How Machine-Readable Clinical Guidelines Can Help Standardize Cancer Care
https://seangeiger.substack.com/p/why-are-cancer-guidelines-stuck-in
11 months ago
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Converted my blog to a
#hugo
static site on Github Pages from a custom Django app running in Heroku. First post in 15 years 🤯!
www.johnpaulett.com/2024/and-we-...
Thanks
@fletcheaston.com
for letting me know the old site got broken sometime in the in years since then.
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And we are back · John Paulett
https://www.johnpaulett.com/2024/and-we-are-back/
11 months ago
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#FHIR
DevDays 2024 videos published!
youtube.com/playlist?lis...
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DevDays 2024 - YouTube
HL7 FHIR DevDays 2024 June 10-13, 2024 Minneapolis, MN, USA 4 days. 100+ speakers. 130+ insightful keynotes, tutorials, community talks, networking opportuni...
https://youtube.com/playlist?list=PLKuZNI94tzWaDuupQSXGfLEYWpel_aj7y&si=Z3_XT63BPHNPFFJ-
11 months ago
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#AI
in 2030 🏭 60% of panelists indicated they believed AI will create more jobs than it destroys. "The AI revolution will play out like the Industrial Revolution but around 10 times faster" 👨🍳 On AI Slop: "The value of taste, I think will go up"
www.nytimes.com/2024/12/19/b...
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Artificial Intelligence in 2030 (Gift Article)
At the DealBook Summit, ten experts in artificial intelligence discussed the greatest opportunities and risks posed by the technology.
https://www.nytimes.com/2024/12/19/business/dealbook/artificial-intelligence-in-2030.html?unlocked_article_code=1.jU4.dR0e.bdJeej2ttyr0
11 months ago
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Enjoying Deibel's "Buy Then Build" book on acquisition
#entrepreneurship
🧠 Visionaries see the future & makes an idea stick 🛠️ Integrators organize & profitably execute in the wake of a visionary 💡 Flips the
#startup
approach to acquiring & growing existing profitable businesses
amzn.to/3Dunw4D
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Buy Then Build: How Acquisition Entrepreneurs Outsmart the Startup Game
Amazon.com: Buy Then Build: How Acquisition Entrepreneurs Outsmart the Startup Game: 9781544501130: Deibel, Walker: Books
https://amzn.to/3Dunw4D
11 months ago
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Fine tuning foundation models in radiology is the future! Cool example fine tuning Llama 3.2 Vision with unsloth
colab.research.google.com/drive/1j0N4X...
#radsky
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Google Colab
https://colab.research.google.com/drive/1j0N4XTY1zXXy7mPAhOC1_gMYZ2F2EBlk?usp=sharing
11 months ago
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#NLP
news: a major new encoder model
huggingface.co/blog/modernb...
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Finally, a Replacement for BERT: Introducing ModernBERT
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
https://huggingface.co/blog/modernbert
11 months ago
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Jaw dropping numbers: "in another 18 months or so from now, OpenAI will need another cash infusion because the San Francisco start-up is spending more than $5.4 billion a year. And by 2029, OpenAI expects to spend $37.5 billion a year."
www.nytimes.com/2024/12/17/t...
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Why OpenAI Needs So Much Money (Gift Article)
Building a chatbot like ChatGPT requires billions upon billions of dollars. That’s the driving force behind OpenAI’s plans to change how it’s managed.
https://www.nytimes.com/2024/12/17/technology/openai-chatgpt-funding.html?unlocked_article_code=1.iE4.8V3S.m4EQGZq7ICY0
11 months ago
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reposted by
John Paulett
Slashdot
11 months ago
anyone else?
4
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Ideal programming conditions today: 7 hours on an airplane. Enough time to build a new product with just enough wifi and no meetings.
11 months ago
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Welcome
@visageimaging.bsky.social
to
#radsky
!
12 months ago
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#RSNA24
is openned by
@curtlanglotz.bsky.social
12 months ago
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Wow "Rad AI Reporting achieving a 48% increase in radiograph reporting efficiency and a 25% increase in overall hourly RVU productivity"
hubs.la/Q02ZMrgv0
#rsna24
#radsky
#radai
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Rad AI Reporting Revolutionizes Radiology: 48% Increase in Efficiency at One of the Nation’s Largest Private Practices
AI-driven innovation increases radiograph efficiency by 48%, improves overall productivity by 25%, and alleviates radiologist fatigue
https://hubs.la/Q02ZMrgv0
12 months ago
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Will
#RSNA24
be the
#bluesky
#tippingpoint
?
#radsky
12 months ago
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The list to follow for
#rsna24
#rsna2024
#radsky
add a skeleton here at some point
12 months ago
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The eve of
#RSNA24
and the booths are coming together. Going to be
#rsnAI
this year!
12 months ago
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With the rise of Vision Language Models
#VLM
, here is an interesting article on model interpretability
www.soniajoseph.ai/multimodal-i...
"Data is king here."
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Multimodal interpretability in 2024
Multimodal interpretability, from sparse feature circuits with SAEs, to vision transformers leveraging CLIP's shared text-image space.
https://www.soniajoseph.ai/multimodal-interpretability-in-2024/
12 months ago
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reposted by
John Paulett
Dr Amine Korchi
12 months ago
Trusting AI in radiology is like trusting your technologist, nurse, or admin team. It takes time and effort. But with the right AI tools, that trust only grows stronger.
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Fascinating watching
#rust
taking over the developer tooling in the
#python
space. ruff and uv are setting the bar for performant tools thanks to
@crmarsh.com
& team.
12 months ago
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Excited to show off
#FHIRcast
at
#RSNA24
. Rad AI will be demonstrating our web-first solution for radiology.
12 months ago
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First time using `uv` after poetry & pip for years -- it's so quick that I almost don't think it installed my packages.
#uv
#python
12 months ago
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FHIRcast enables interoperability in healthcare
eng.radai.com/p/the-evolut...
#fhir
#fhircast
#radiology
#healthit
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The Evolution of Radiology Reporting: Embracing FHIRcast for Seamless Integration
Author: Fletcher Easton
https://eng.radai.com/p/the-evolution-of-radiology-reporting
about 1 year ago
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