John Paul Helveston
@jhelvy.bsky.social
Systems Eng Prof @ GWU 🦛 | Director, Data Analytics MS Program | EVs 🔋🚗 | Low Carbon Tech | Choice Modeling | Survey Research | China | US-China Policy | #rstats | #reproducibility | #opensource | Father | opinions own
Rolling back fuel economy standards during the worst Middle East oil crisis since the last Middle East oil crisis that prompted Congress to create those standards in the first place is...a choice
earmark can now run on GitHub. Set up a repo, then add articles by listing them in a sources.yml file. Making a commit kicks off an action that converts the articles into mp3s that are served on GitHub pages. Listen to your articles from any podcast app! earmark-dev.github.io/earmark/gith...
Set it up – earmark
The recommended way. A repo that dictates and publishes itself, with nothing to install.
earmark-dev.github.io
Sharing a great little 6-min video by a creative film maker and story teller. Looks like he just getting started on some really cool work. youtu.be/IXRVD7ZqncQ?...
Healthy things stop growing. Why can't economies?
YouTube video by Your Local Planet
youtu.be
On my way to posit::conf(2026)! Looking forward to sharing ideas about data, code, AI, & tools with a fun and ridiculously creative community. And if you'll also be there, come to my talk Tues afternoon to see how we used #quarto and AI agents to build the vehicletrends.us dashboard!
Journal editors can't find reviewers because we're overwhelmed. I checked my gmail, review requests have more than doubled since the pre-LLM days. This is also why you're seeing more AI-generated reviews - reviewers can't keep up and reach for the LLM to get the job done faster (not better).
Super proud of Dr. @pingfanhu.bsky.social, who successfully defended his dissertation today! In addition to writing his full dissertation, he created a storybook version that is so well done - check it out! pingfan-hu.github.io/2026-phd-sto...
A Million Cars Come Home
pingfan-hu.github.io
👂Got an article you wanna listen to? Try this tool! It extracts text from a URL or document, converts it to a narrated MP3, and posts it to your own podcast feed you can subscribe to on your phone. One line and you get a new "episode" on your phone: earmark publish <DOC> jhelvy.github.io/earmark/
earmark
Turn any document or article into an MP3 you can listen to.
jhelvy.github.io
Your opportunity to comment on the proposed NSF Guidance on Financial Assistance ends next Monday, August 24. There are WAY fewer comments on this than the earlier proposed OMB government-wide regulation, but this rule codify's the SAME policies! Attached is my comment to NSF.
Thanks to everyone who joined our workshop today on Agentic Workflows with Claude Code! In case you missed it, we just posted the recording on YouTube: youtu.be/kX1bzUHZWqc Happy Claude Coding!
Agentic Workflows with Claude Code, w/JP Helveston & Pingfan Hu (Aug. 14, 2026)
YouTube video by John Helveston
youtu.be
🚨 We're running a free 2-hour remote workshop this Friday on agentic workflows with Claude Code 🤖 If you're curious about how to get started with agentic workflows, you'll probably find this helpful. All workshop materials (and link to register) are at pingfan-hu.github.io/2026-agentic...
2026 Summer Workshop
Agentic Workflows with Claude Code, a hands-on workshop.
pingfan-hu.github.io
Refreshing to hear people calling the bullshit what it is in @science.org Full article www.science.org/content/blog...
The public overwhelmingly rejects OMB's federal grant rule change. I used the GPT 4o mini LLM to classify the comments, showing 94% in opposition. Of the 5% supporting, ~84% are verbatim copies. This blog post summarizes the results (full analysis linked in post). www.jhelvy.com/blog/2026-07...
The public overwhelmingly rejects OMB’s proposed federal grant rule – jhelvy.com
OMB has proposed a sweeping rewrite of the rules that govern every federal grant. Thousands of people filed comments. I downloaded them to look at what they actually say.
jhelvy.com
There are 496,769 comments on the OMB rule that will devastate U.S. science. Thank you 🙏 Little doubt this administration will shove this rule through anyway, but these comments will matter. The fight to defend science is not over. Many more battles to come. www.regulations.gov/docket/OMB-2...
Regulations.gov
regulations.gov
In 48 hours with #Claude code, I built a C++ backend to my logitr #rstats 📦 to make mixed logit model estimation ⚡ fast. There's no excuse now for slow software now when tools like CC are available to do the performance engineering. A post on this build out: www.jhelvy.com/blog/2026-07...
Dissenting on a birthright citizenship case should be disqualifying for SCOTUS. Not only is the language of the 14th amendment abundantly clear, we fought a civil war to enshrine it in our constitution. That amendment was a very, very costly amendment. Shame on Alito, Gorsuch, and Thomas.
This is an excellent talk on the recent history of AI progress in solving increasingly challenging problems in science and the shockingly consistent outcome that just scaling the models more leads to continued performance improvements. youtu.be/Mw60FH5iflI?...
Training Sand to Think: Artificial General Intelligence & Future of Physics
YouTube video by Perimeter Institute for Theoretical Physics
youtu.be
If you've ever been curious about how to use claude code skills, check out @pingfanhu.bsky.social's recent post. He shows how to leverage skills to encapsulate complex workflows and achieve impressively consistent outputs from agents. pingfanhu.com/blog/2026-06...
Agentic Skills – Pingfan Hu
My approach to agentic skills and how I build them around my own practice.
pingfanhu.com
Excellent reporting and analysis on America's deadly mega trucks and SUVs www.nytimes.com/interactive/...
The Deadly Rise of Giant Trucks and S.U.V.s
The vehicles on American roads have grown larger — and they are killing thousands more pedestrians, a Times investigation found.
nytimes.com
🚨 The U.S. scientific enterprise faces an existential threat few are talking about. A proposed OMB rule would reshape ALL federal research funding — NIH, NSF, DOE, DOD, every agency. What it does & how to push back 👇 defendfederalresearch.org 🧵...
Comment on the OMB Rule
The proposed OMB Regulation for Federal Financial Assistance would put political appointees over peer review and let agencies cancel active grants. Here’s what it changes and how to comment before Jul...
defendfederalresearch.org
I cannot think of a better fitting president for the 二百五 bill
The BUILD America 250 Act charges #EV owners $130/year to "pay their fair share" in road taxes. Hogwash. Average drivers pay ~$95/yr in federal gas tax. A 50 mpg hybrid pays just $42, yet no surcharge for them. It's almost like this has nothing to do with tax revenue and is just an EV penalty 🤔
Esp for use with LLMs - I'm increasingly convinced #quarto is the ideal LLM output. Separating *content* from *format* is so, so useful. www.jhelvy.com/blog/2026-05...
The Unreasonable Effectiveness of Quarto – jhelvy.com
Why you should start asking your favorite LLM (cough Claude cough) to produce .qmd files
jhelvy.com
And Quarto to bring them all, and in the darkness bind them
#Quarto is much more than a publishing framework. When leveraged with agents with Claude code, it's a powerhouse tool for agentic workflows. In this blog post, I make a few quick arguments for why you should check out Quarto if you're working with agents. www.jhelvy.com/blog/2026-05...
The Unreasonable Effectiveness of Quarto – jhelvy.com
Why you should start asking your favorite LLM (cough Claude cough) to produce .qmd files
jhelvy.com
A less extreme version is just to put speed governors on every car. You can put the cap at something like 85mph, but seriously beyond that there is truly no reason to be allowed to drive faster except like running from the cops
My least popular (and most correct) view is that cars should be automatically limited to the local speed limit. Put the pedal to the floor and you still can't go over 25mph in a residential area. (15 in Manhattan btw)
We are watching our democracy crumble. With this SCOTUS ruling, every state has no choice but to follow TX and redraw their voting maps. The south will become an entirely white R vote, and blue states will become entirely D. The changes made now will lock in polarization for a generation or more.
Excellent piece by Geraint Rees and @jameswilsdon.bsky.social on the massive challenges facing the legacy grant funding system in the era of AI. We need a better approach, like yesterday. www.nature.com/articles/d41...
Could agentic AI topple grant-funding systems?
Funders must take action before an increase in submission of high-quality proposals written using AI models makes it impossible to sort the wheat from the chaff.
nature.com