weird one. flipped over to gpt-5 series of models and suddenly started using a lot more output tokens versus input - like millions more.
11.08.2025 07:44 β π 0 π 0 π¬ 0 π 0@alastairrushworth.bsky.social
βοΈπ οΈ principal data scientist. ML, data & stats hacker. working on blog search and custom newsletters at blaze.email. codes on github.com/alastairrushworth π΄σ §σ ’σ ³σ £σ ΄σ Ώ
weird one. flipped over to gpt-5 series of models and suddenly started using a lot more output tokens versus input - like millions more.
11.08.2025 07:44 β π 0 π 0 π¬ 0 π 0π This week in R
--> Positron IDE tour
--> vcr v2 enhancing usability
--> Quarto R package 1.5.0 with new workflow features
#rstats #datascience
blaze.email/Data-Scienti...
A simple thing I like - blaze newsletters now contain relevance filtered sections from company tech blogs. Example here is for the GenAI newsletter.
15.07.2025 06:47 β π 0 π 0 π¬ 0 π 0some improvements in look and feel on the newsletters this week.
I feel a bit silly learning so late that gmail doesn't always render CSS the way other clients do π anyways, if you use gmail, the emails should be looking much nicer now@
π€ Download festival -- 2x weekend arena resale tickets for Β£240 each - sadly we can't make it π₯² #download #DLXXII
secure.ticketmaster.co.uk/rs/360060CCF...
Sure itβs cool that AI can mimic any artist or writer. But what good is that if it consumes the business model that made the art / writing possible in the first place.
31.05.2025 14:22 β π 0 π 0 π¬ 0 π 0Really good article. The saddest part to me is how much the AI companies have done to devalue human art and writing.
βThe workers who lost their jobs to AIβhttps://www.theguardian.com/technology/2025/may/31/the-workers-who-lost-their-jobs-to-ai-chatgpt
Voter movements visualised to May 2025
26.05.2025 08:47 β π 7 π 2 π¬ 1 π 0Yes to both and especially the politeness point. For me itβs coming from the point of view of βI love your blog so much and want to read it as soon as you publish somethingβ.
21.05.2025 19:39 β π 2 π 0 π¬ 0 π 0QQ for #rstats quarto blog owners - if your RSS feed was misconfigured / not configured, would you appreciate a rando like me politely pointed it out?
context - quarto by default doesn't enable rss feeds, and so there are a lot of amazing sites out there that can't be subscribed to.
and even after that time the desire to update.packages(ask=FALSE) still runs strong
16.05.2025 14:26 β π 0 π 0 π¬ 0 π 0Just opened rstudio for the first time in maybe 2 years
16.05.2025 14:25 β π 1 π 0 π¬ 1 π 0Alsoβ¦ Quantum computing βοΈ
13.05.2025 17:34 β π 0 π 0 π¬ 0 π 0Iβm really buzzed by the response to this newsletter and really happy with the content it surfaces.
So many cool blogs out there! A lot goes over my head (itβs been a while, Iβm rusty ok π
) but itβs scratching that itch
Experimenting with a new newsletter digest for the mathematically inclined. It contains a really good sweep of blogs - check it out (and let me know what you think)!
blaze.email/The-Mathemat...
reminder that you can search all 50k+ blog sites (posts too!) at blognerd.app. I forget about it from time to time even though I made it for myself π
But I think it's really cool to be able to find other people and their writing in really specific niches you are interested in.
Want to stay ahead in #RStats? My essentials: R Weekly (rweekly.org), #DataScience Community Newsletter (academicdatascience.org/resources/ne...), Blaze Tech (blaze.email), Carpentries Clippings (carpentries.org/about-us/new...), & rOpenSci (ropensci.org/news/). Any you'd recommend? Drop them here!
02.04.2025 13:06 β π 11 π 4 π¬ 2 π 0Some of the anti-AI stuff feels a bit like when people would say "don't use Wikipedia as a source." It's just like anything else, a piece of information that you weigh against multiple sources and your own understanding of its likely failure modes
26.04.2025 13:23 β π 449 π 39 π¬ 564 π 435π This week in R:
- R 4.5.0 released with faster package installations
- K-Means analysis comparing tech giants
- RSQLite with DBI database tutorial
#rstats #datascience
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Related youtu.be/pyXouxa0WnY?...
25.04.2025 06:33 β π 0 π 0 π¬ 0 π 0Fwiw: I use AI tools a lot and get a lot of benefit from them. But I also have concerns about the unscrupulous manner in which they are built, particularly with almost total disregard for IP and copyright laws across the world.
25.04.2025 06:25 β π 0 π 0 π¬ 0 π 0Very in vogue over here to make very general statements like this about the (non-) utility of LLMs & reductive statements about how they work.
More than ever we need intelligent and nuanced dissent and criticism, because the tech is moving almost too quickly to catch.
It might be nostalgia, but Iβm sort of excited about the Digg reboot. reboot.digg.com
25.04.2025 06:12 β π 0 π 0 π¬ 0 π 0π 3 R highlights:
1. R 4.5.0 released with new use() function for selective imports
2. New tempodisco package for temporal discounting analysis
3. ShinyConf 2025 coming soon
#rstats #datascience
blaze.email/Data-Scienti...
I'm obviously a little out of touch, as I didn't know about shinylive - that's interesting! yeah there's a bit of a learning curve to actually deploying a site. though I've found that with app-serving tools (I use digital ocean's) that hassle isn't as bad as what it was.
12.03.2025 07:21 β π 2 π 0 π¬ 1 π 0I think they'll always have their place, shiny is particularly great for making handsome scientific apps really fast with #rstats.
11.03.2025 17:26 β π 1 π 0 π¬ 1 π 0also, I really don't like the new 'vibes' coding meme - it suggests driving blind, which we should avoid. But I think a lot of the reason streamlit/shiny has been so popular is that it lowers the barrier to entry so much. I'd argue that code assistants do the same thing, just in a different way.
11.03.2025 17:17 β π 3 π 0 π¬ 1 π 0I always defaulted to streamlit / r shiny for making data apps because I'm a data person, and don't really know enough of any front end frameworks. I'm not sure what the future is for these tools now we have code assistants good enough to create a site using more general purpose frameworks.
11.03.2025 17:10 β π 3 π 1 π¬ 1 π 0π This week in R: data.table vs dplyr comparison, rOpenSci Champions Program 2025, and custom R package documentation with pkgdown #rstats #datascience
blaze.email/Data-Scienti...
Since Google took over Fitbit, the app has got worse and worse. This graphic in the app is an example. Completely meaningless.
08.03.2025 09:57 β π 4 π 0 π¬ 0 π 0