Emily Riederer

@emilyriederer.bsky.social

Here for data, data science, analytics engineering, rstats, books

Solved a problem the old school way last night (following a Stack Overflow that linked to another Stack Overflow than linked to a GitHub repo with three stars), and I’m going to be riding that high all week long

I should be clear that the architecture of Bluesky makes it the social media place I most like to be. I'm not on social media to be an influencer or instigator; I want to hang out with folks and have an enjoyable time. This place delivers on that. I hope it continues to do so for a long time.

Throwaway thought, but it’s wildly unhelpful to use AI as a catch all for everything from transformer-based sequence models to agentic coding assistants to LLM generated docs. I suspect sentiment varies a ton across those and lumping them together doesn’t make for a productive conversation

Two weeks ago today, after Nasdaq willingly rigged the rules, somewhere btw $7-10 bil of passive money was forced to buy SpaceX at $160.42 Today, 10 trading days later, it closed at $119.85 It’s an unprecedented forced loss (at least $2b) for passive investors and our financial media is 🦗

Argentinian levels of panicky instability, tendencies toward violence, and desperate appeals to authorities to bail them out all increasing as pressure comes on, much as often happens in their economy.

“You should be deathly afraid of a free-to-download matrix of real numbers because it will cause communism by increasing market competition” is quite the strong of takes Almost certainly authored by man, as no transformer would wander into such a probabilistically unlikely sequence of words

Ben Recht@beenwrekt.bsky.social · 3w ago

Dean Ball: Open source software is communist and threatens to bring on a dystopian hellscape. Also, it's COVID.

Tomorrow is the deadline for submitting a comment to stop the administration from dismantling U.S. science. There are nearly 280,000 public comments filed so far! But! Do not assume they are all, or even most, against the proposal. This is a key pillar of Project 2029 - wind down federal R&D.

Costa Samaras@costasamaras.com · 4w ago

Here’s a great resource to help write a comment this weekend before the deadline, by @colesci.bsky.social and @cdelawalla.bsky.social: www.standupforscience.foundation/policy-and-a...

Great post on how agents translate pandas -> polars syntactically correctly but myopic line-by-line translation misses core design philosophy Polars team offers SKILLS to fix, but more broadly a testament to the value of understanding a tools ethos not just its syntax pola.rs/posts/llm-po...

Fluent, not native: agents translating pandas to Polars

We had AI translate a pandas corpus to Polars. Most one-shot translations ran and the outputs matched. The code was idiomatic in most cases. Two structural patterns remain, and our new skill improves ...

pola.rs

In Opinion The system that turned Gila monster venom into GLP-1 drugs is being dismantled through research budget cuts, Jeff Coller writes in a guest essay. “Less support for scientists means strange questions no one will get to chase. Exploring those questions is how medicine advances.”

Opinion | We Need to Keep Funding Weird Science

Science turned a serendipitous finding about lizard venom into one of the most important drugs of the century, but that type of research is getting harder to do.

nyti.ms

Don’t sleep on local and/or open models! My current PC doesn’t have RAM for full local, but I’m impressed by what OpenCode with DeepSeek v4 Flash will do for free on structured tasks One shotted some meaty R/python translation today, and I’m sure can be much faster with more context and tools

Vicki@vickiboykis.com · 2mo ago

new post: how I develop recently using local models. the tooling is now good enough to do agentic workflows and everyone should give them a try! vickiboykis.com/2026/06/15/r...

Remembered a quote from a book I read about ~15 years ago and want attribution, can remember when I read it, the cover, the hotel I was staying at when I read it, the social event I was at whereupon I wished I could go back to my room to read... but not the book Thanks, brain