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Before states banned abortion,
one of the gravest outcomes of early miscarriage could easily be avoided:
👉Doctors could offer a dilation and curettage procedure, which quickly empties the uterus and allows it to close,
protecting against a life-threatening hemorrhage.
⚠️But because the procedures, known as D&Cs, are also used to end pregnancies, they have gotten tangled up in state legislation that restricts abortion.
🆘Reports now abound of doctors hesitat…

@azonenberg@ioc.exchange
2025-08-01 04:52:10

Google calendar notifications are not cutting it... Anybody have suggestions on a better "organize all the stuff you have to / want to do" tool?
I'm not even quite sure what I want, other than "tasks that sat around for a year uncompleted should not auto-delete" and "tasks should be able to block other tasks".
I guess the "easy" option is a private github repo that is empty and only used as an issue tracker, but then I'd have to sig…

@mgorny@social.treehouse.systems
2025-06-29 16:44:37

So #Gentoo #Python eclasses are pretty modern, in the sense that they tend to follow the best practices and standards, and eventually deal with deprecations. Nevertheless, they have a long history and carry quite some historical burden, particularly regarding to naming.
The key point is that the eclasses were conceived as a replacement for the old eclasses: "distutils" and "python". Hence, much like we revision ebuilds, I've named the matching eclasses "distutils-r1" and "python-r1". For consistency, I've also used the "-r1" suffix for the remaining eclasses introduced at the time: "python-any-r1", "python-single-r1" and "python-utils-r1" — even though there were never "r0"s.
It didn't take long to realize my first mistake. I've made the multi-impl eclass effectively the "main" eclass, probably largely inspired by the previous Gentoo recommendations. However, in the end I've found out that for the most use cases (i.e. where "distutils-r1" is not involved), there is no real need for multi-impl, and it makes things much harder. So if I were naming them today, I would have named it "python-multi", to indicate the specific use case — and either avoid designating a default at all, or made "python-single" the default.
What aged even worse is the "distutils-r1" eclass. Admittedly, back when it was conceived, distutils was still largely a thing — and there were people (like me) who avoided unnecessary dependency on setuptools. Of course, nowadays it has been entirely devoured by setuptools, and with #PEP517 even "setuptools" wouldn't be a good name anymore. Nowadays, people are getting confused why they are supposed to use "distutils-r1" for, say, Hatchling.
Admittedly, this is something I could have done differently — PEP517 support was a major migration, and involved an explicit switch. Instead of adding DISTUTILS_USE_PEP517 (what a self-contradictory name) variable, I could have forked the eclass. Why didn't I do that? Because there used to be a lot of code shared between the two paths. Of course, over time they diverged more, and eventually I've dropped the legacy support — but the opportunity to rename was lost.
In fact, as a semi-related fact, I've recognized another design problem with the eclass earlier — I should have gone for two eclasses rather than one: a "python-phase" eclass with generic sub-phase support, and a "distutils" (or later "python-pep517") implementing default sub-phases for the common backends. And again, this is precisely how I could have solved the code reuse problem when I introduced PEP517 support.
But then, I didn't anticipate how the eclasses would end up looking like in the end — and I can't really predict what new challenges the Python ecosystem is going to bring us. And I think it's too late to rename or split stuff — too much busywork on everyone.

@Aschniedermann@fediscience.org
2025-07-01 14:52:33

I am slowly but surely enjoying Reiner Keller's "Sociology of knowledge approach to discourse". I highly appreciate the level of care towards what is identified/extracted and taken for real. However, as with any other sociological framework, the position of the analyst remains problematic.
Even if one masters the analytical practice, communicating it remains problematic, as language must be used to do so. Traditionally, sociologists attempt to find a new form of language, which often becomes increasingly abstract and incomprehensible.
I wonder what the alternative would be: expressing analytical insights in every possible language or discursive logic (which is practically impossible), or at least in those connected to the analysis. Language translation or 'elif' could be examples of this. However, I also consider 'speaking in your terms' when communicating with individuals from different backgrounds.
#ADSK #Sociology #DiscourseAnalysis

@axbom@axbom.me
2025-07-31 14:19:14

This is of course very bad, but I also found it funny. AI evangelists are suddenly privacy-aware and repeating this as a security risk. And it is. But the idea that using ChatGPT itself hasn’t always been a security risk is ridiculous to me.

TLDR: If you’ve ever used the share function on a ChatGPT chat, that full chat can be found via Google, viewable for anyone in the world.

https:…

@life_is@no-pony.farm
2025-08-01 01:11:39

@CoMaps@floss.social
The settings offer the option to use ‘Google Fused Location Services’. I assume this is so that this Google service can still be used even if it is disabled in the Android settings. @… offers an alternative #locationService

@inthehands@hachyderm.io
2025-05-30 22:10:21

For example:
- Telling apart photos of cats and dogs is “AI.”
- Making up fake but plausible facts on an arbitrary topic is “AI.”
- Walking is “AI.”
- Doing long multiplication is something we might call “intelligence” in humans, but it is not “AI” because computers have •always• been good at it.
- Winning at checkers •used• to be “AI” because computers didn’t used to be able to do that, but now it’s not “AI” because computers have been good at it for too long.
5/

@jake4480@c.im
2025-08-01 18:20:19

Grabbed the links for these for @… and might as well post them here too. If you're wondering if the newer Beavis & Butt-head stuff is just as funny as the old stuff, I find it to be. These are new bits, the last one is a recent video review (Sabrina Carpenter) like they used to do and still do-- and I can't get over "does she know that the video ha…

@timbray@cosocial.ca
2025-06-29 22:50:34

You know, “this” used to be a perfectly innocent word. Nothing special, but a solid citizen of the grammar ecosystem. Who could have predicted it would turn into a major clickbait villain, meaning “We’re not going to tell you what this article is about until you click on it.”
FWIW I think I’m not alone in consciously avoiding clicking on such links.
#enshittification

@callunavulgaris@mastodon.scot
2025-06-01 15:02:57

If any of us #GenX-ers need hearing aids in years to come we'll be pretty chill with it as we're all so used to wearing earbuds so much of the time. I don't think a day goes by when I don't wear one (only ever one). Not all day like, but at some point.

@raysofred@discordian.social
2025-05-31 13:26:38

Is it weird to block people you used to be friends with if seeing then makes you legitimately uncomfortable and anxious, or is that an escalation/form of abuse?
#advice #blocking

This U.S. Citizen Recorded an Immigration Arrest. Officers Told Him To Delete It or Face Charges.
The peaceful traffic stop in Florida turned violent after immigration officers arrived and used chokeholds and a stun gun to make arrests.
youtu.be/nX7I4znDOKk

@arXiv_csRO_bot@mastoxiv.page
2025-08-01 08:43:21

Quadratic Programming-Based Posture Manipulation and Thrust-vectoring for Agile Dynamic Walking on Narrow Pathways
Chenghao Wang, Eric Sihite, Kaushik Venkatesh Krishnamurthy, Shreyansh Pitroda, Adarsh Salagame, Alireza Ramezani, Morteza Gharib
arxiv.org/abs/2507.23203

@arXiv_condmatmtrlsci_bot@mastoxiv.page
2025-06-02 10:17:18

This arxiv.org/abs/2502.18262 has been replaced.
initial toot: mastoxiv.page/@a…

@arXiv_csHC_bot@mastoxiv.page
2025-06-02 07:19:42

Can LLMs and humans be friends? Uncovering factors affecting human-AI intimacy formation
Yeseon Hong, Junhyuk Choi, Minju Kim, Bugeun Kim
arxiv.org/abs/2505.24658

@karlauerbach@sfba.social
2025-07-29 21:48:28

Should I be surprised? We just replaced an aging HP ink jet printer with a newer version, also from HP.
About the first thing it did when powered on was to scream about how HP brand ink cartridges must be used, how other cartridges may not work and and that firmware updates may invalidate them in the future.
And that a nearly continuous internet connection is required to use the cartridges that are in the machine, else printing would cease.
This seems to me to be a clear ca…

@AccordionBruce@Mastodon.social
2025-05-29 20:16:34

Tune in this Sunday at 8pm BST (Noon in Vancouver) for this week's #ListeningClub featuring perhaps my very favourite #accordion record all the way through — right up there if I had to pick from any genre it's so nifty
That'll be a treat, so join us, don't give it away …

THE LISTENING CLUB
WE LISTEN TO A MYSTERY ALBUM TOGETHER ON MASTODON. EVERY SUNDAY 20:00 BST (GMT+1). (Bruce added accordion emoji to the edges of this standard banner message.)
(USED TO BE ON TWITTER, BUT FUCK THAT GUY). JOIN US AT HTTPS://MASTODON.SOCIAL/@LISTENINGCLUB AND SEARCH THE HASHTAG #LISTENINGCLUB FOR THE CHAT. EST. 2012 BY @KLEPTONES.
@arXiv_csSE_bot@mastoxiv.page
2025-07-31 08:34:51

Machine Learning Experiences: A story of learning AI for use in enterprise software testing that can be used by anyone
Michael Cohoon, Debbie Furman
arxiv.org/abs/2507.22064

@inthehands@hachyderm.io
2025-05-30 22:10:21

For example:
- Telling apart photos of cats and dogs is “AI.”
- Making up fake but plausible facts on an arbitrary topic is “AI.”
- Walking is “AI.”
- Doing long multiplication is something we might call “intelligence” in humans, but it is not “AI” because computers have •always• been good at it.
- Winning at checkers •used• to be “AI” because computers didn’t used to be able to do that, but now it’s not “AI” because computers have been good at it for too long.
5/

@qurlyjoe@mstdn.social
2025-06-27 15:53:06

Something you don’t see any more dept.:
Used to be people would sometimes tuck their napkin into their shirt collar as a bib while eating. When I was a kid it was already mostly only seen in cartoons. I’m old and my hands aren’t as steady as they once were, and I spill stuff on my shirt sometimes. Go to a seafood restaurant and get lobster and they give you a bib with their logo on it, no asking for it necessary. This needs to be re-normalized.

@arXiv_condmatmeshall_bot@mastoxiv.page
2025-06-02 10:21:20

This arxiv.org/abs/2504.18665 has been replaced.
initial toot: mastoxiv.page/@a…

@tiotasram@kolektiva.social
2025-07-29 23:26:14

Anarchists: often said to be frighteningly violent and/or unhinged because maybe a handful of times in the nineteenth and twentieth centuries they used bombs or guns to target literal blood-soaked tyrants and help usher in the end of feudalism.
People who manufacture, sell, buy, and use guns and bombs daily to kill another nation's conscripted commoners along with a healthy dose of completely innocent civilians, who perpetuate genocide and other war crimes every year: heroes, I guess? "Civilized?" "Great leaders."
The distinction of course is that one obeys the "rules of society" about who it's okay to wantonly murder (whose "lives matter," in fact) while the other does not, and you've been trained to believe that anyone who violates those rules must not have any principles at all. All along, the rules have been crap.
#anarchy

@gwire@mastodon.social
2025-06-29 09:54:12

I don't know if it'll be part of the government plan, but one thing that would help people attempting to measure the quality of their food intake might be a statutory requirement for the sellers of packaged food to publish ingredients and nutrition information as open data (with UPCs). This could then be used by apps (such as those using openfoodfacts.org).

@mariyadelano@hachyderm.io
2025-07-25 16:16:24

As a marketer by profession I feel this very deeply and struggle to find a way to communicate to fellow people on the left that the methods and tools for communicating messages and persuading masses of people SHOULD be used, as effectively as possible, to promote facts and values we align with.
I get that power is uncomfortable when so many parties visibly abuse it for malicious purposes.
But power in and of itself is a tools that needs to be wielded, and we should be cognizant about targeting it at changes that will improve our societies and help us and the planet.
Yes, don’t use power blindly. Don’t manipulate people. But using persuasive, effective tactics for mass communication to educate people on the truth and get them aboard initiatives that will help them??? Why is that evil?
It feels like the left sees power, influence, and thus marketing / PR / propaganda as too black-and-white. We need to be comfortable in navigating the grey. sauropods.win/@futurebird/1149

@crell@phpc.social
2025-07-30 15:38:24

We don't need AI to produce nonsensical gibberish. Humans are exceedingly good at that all on their own.

A plastic shipping bag. It says "Made in China."

A warning message reads:

"Bags non-toy supplies. This bad is at risk of suffocation and should not be used within the reach of children. After removing the goods please rationally abandon the bag. If necessary, please knot."
@pbloem@sigmoid.social
2025-06-26 10:41:24

New pre-print! #ai
**Universal pre-training by iterated random computation.**
⌨️🐒 A monkey behind a typewriter will produce the collected works of Shakespeare eventually.
💻🐒 But what if we put a monkey behind a computer?
⌨️🐒 needs to be lucky enough to type all characters of all of Shakespeare correctly. 💻🐒 only needs to be lucky enough to type a program for Shakespeare.

A table showing one string of random characters next to an emoji of a monkey next to a keyboard (representing a typewriter). Below it, three strings, also of random characters, but with more structure. Some characters and n-grams repeat. Next to these three strings is an emoji of a monkey next to a laptop computer. The caption reads: (⌨️🐒) A string of randomly sampled characters. (💻🐒) The result of passing this string through three randomly initialized neural network models. The latter data is …
@arXiv_csCV_bot@mastoxiv.page
2025-07-30 10:40:51

Staining and locking computer vision models without retraining
Oliver J. Sutton, Qinghua Zhou, George Leete, Alexander N. Gorban, Ivan Y. Tyukin
arxiv.org/abs/2507.22000

@arXiv_mathOC_bot@mastoxiv.page
2025-06-02 07:27:40

Convex Approximations of Random Constrained Markov Decision Processes
V Varagapriya, Vikas Vikram Singh, Abdel Lisser
arxiv.org/abs/2505.24815

@arXiv_physicschemph_bot@mastoxiv.page
2025-08-01 08:18:01

Optimization of Fragment State Spaces within the Excitonic Renormalization Framework
Marco Bauer, Patrick Norman, Andreas Dreuw, Anthony D. Dutoi
arxiv.org/abs/2507.23484

@detondev@social.linux.pizza
2025-06-25 20:07:34

were you ever a directionless young person. did you used to be unable to tell how you felt, or unable to feel, about anything. did you used to lack the capacity to want anything. did you used to never feel fully real. if so, how did you fix it

@fanf@mendeddrum.org
2025-06-28 08:42:03

from my link log —
Making emacs tramp go brrrr.
coredumped.dev/2025/06/18/maki
saved 2025-06-23

@gedankenstuecke@scholar.social
2025-07-25 14:35:07

«75% of subjects were expected to use AI at work. 22% felt pressured to use AI when it was not appropriate. So 16% of subjects just say they used the AI when they didn’t! People feel they would be putting their job at risk if they pushed back on AI directives.»
Wow, "my manager would rather believe my work came from the garbage generator" must make any bullshit job even more bullshit.
pivot-to-ai.com/2025/07/25/16-

@arXiv_csCL_bot@mastoxiv.page
2025-06-30 10:21:00

Leveraging In-Context Learning for Political Bias Testing of LLMs
Patrick Haller, Jannis Vamvas, Rico Sennrich, Lena A. J\"ager
arxiv.org/abs/2506.22232

@arXiv_astrophGA_bot@mastoxiv.page
2025-08-01 09:29:11

EMU and the DRAGNs I: A Catalogue of DRAGNs
Ray P. Norris, Miranda Yew, Evan Crawford, Nikhel Gupta, Lawrence Rudnick, H. Andernach, Miroslav D. Filipovi\'c, Yjan A. Gordon, Andrew M. Hopkins, Laurence Park, Michael J. I. Brown, Ana Jimenez-Gallardo, S. S. Shabala
arxiv.org/abs/2507.23337

@tezoatlipoca@mas.to
2025-06-18 20:38:03

I just used a Family Circus reference to explain what I thought of a coworkers proposed sw architecture plan.
It will work, but it will suck.

A Sunday (full color) strip from Bill Keane's Family Circus cartoon, one of the ones where Billy is tasked with doing something expedient and direct but he manages to screw it up because he dawdles and gets distracted and goes all over the place; taksed with quickly taking a letter out to the mailbox he:

"Quick, Billy! Run these out to the mailbox, they need to be sent today."
- wanders into the kitchen
- plays in the sink
- wanders into the living room
- jumps on the couch, annoys his s…
@hex@kolektiva.social
2025-06-14 10:21:24

I have my share of issues with Parkrose Permaculture, but she has a lot of things I do strongly agree with. I can't stress enough that you never dehumanize your enemies. You can respond appropriately to violence. You can defend yourself from them by any means necessary. But you do not dehumanize them. You always limit your response to the minimum necessary to defend yourself.
There are a number of former Nazi skins who became antifascists after realizing they were wrong. Those folks tend to be some of the most dedicated because they feel a debt, and some of the most knowledgeable because they were there. Coming out of these types of cults, police included, is hard and takes time. A lot of us don't have the ability to work with them. But some do.
By repeatedly humanizing your opponent, you can break some of them. The #Seattle Police Department was not defunded but saw a massive reduction in numbers because their morale was destroyed. Some people will never change. Some people are broken and feel like they need the power. But if you change one person's mind, even give them something to think about, it's a crack. If even one cop quits, that's one less trained gun pointed at you in the future.
The 18 year old marines and federalized national guard troops out there are literally kids. A lot of them came from poor communities. They are being used in a way they haven't been trained to do, doing things they (should) have been told are not legal. They joined to get out of poverty, to go to college, or to "defend the American people" (regardless of how misguided that is). Few, if any, of them joined to abuse people. They will be especially open to persuasion.
Remind those troops that they are carrying out illegal orders, that they are being called on to violate their oath to protect the constitution, that they are suppressing the free speech of the fellow Americans they swore to defend. Remind them that the people they could be illegally arresting now are just like their parents, their neighbors, their families, the friends who didn't join. Remind them that this is the first step. They will be called on to kill Americans if they let this keep going.
Remind them ICE sleeps in hotels while they sleep on the ground. Remind them that their drunk and incompetent leadership thinks of them as disposable tools. Remind them that some of these people are out protesting *for them* against cuts to the VA and other services. Remind them that the people they're defending refuse to make college free so they can recruit from poor schools. Remind them that they will always be welcome when they're ready to join the side of freedom and justice.
When you dehumanize your enemies, you unify them. When you humanize your enemies, you can divide them. There is no weapon available to us right now so powerful as compassion.
youtu.be/YtWOYUDMsBw

@lilmikesf@c.im
2025-07-26 22:33:14

Back when #Billionaire #Bezos bought the #WaPo , the DC newspaper claiming to shed light on daily doings in the nation's capital , that paper was selling a quarter million copies a day,... Now after Bezos has neutered the news by pu…

The Washington Post print circulation has now fallen to 97,000; a low mark for the former Katherine Graham owned paper that used to sell more than 500,000 papers a day (the paper does not disclose website traffic to the public anymore under Bezos handpicked Publisher Will
Lewis)


Washington Post to Merge Metro Coverage Into
Sports and Style Sections
. Last fall, when owner Jeff Bezos
began taking a wrecking ball to the
paper’s opinion section by killing a
planned endorsement of Kamala Harris
just before the election, paid digital was
thought to be around 2.5 million. About
200,000 vanished overnight. And who
knows what it is today after further
damage caused by high-profile
resignations such as that of Pulitzer
Prize-winning cartoonist Ann Telnaes
and Bezos’ announcement that he
planned to transform the opinion pages
into some sort of chee…
@arXiv_mathCO_bot@mastoxiv.page
2025-07-30 08:45:02

Non-Hamiltonian 2-regular Digraphs
Munagala V. S. Ramanath
arxiv.org/abs/2507.21381 arxiv.org/pdf/2507.21381

@karlauerbach@sfba.social
2025-07-29 16:33:11

Well back before the 2016 election I remember seeing a news video in which Trump said something about how, if he ran for the presidency, he could make money. That video seems to have vanished beyond our event horizon. It would be nice if someone could find and resurrect it.
Anyway, FFOTUS has made that video come true:
"Trump Used Your Tax Dollars to Open His New Scottish Golf Course"

@thesaigoneer@social.linux.pizza
2025-07-29 06:58:53

That took exactly two weeks and a bit.
Your laptop shouldn't be just a workhorse, it is an expression of you, used for work as well.
Hence my install of Slackware KDE on it, it was by far the best I used for the past year or so.
With a ThinkPad X13 gen 1 liveslaks turned out to be a bit of a challenge, but conferring with @… in the background …

@Luke_Vader@social.linux.pizza
2025-06-28 15:02:42

Today I saw a train I've never seen before at Luxembourg central train station. It seemed very old, with "Rheingold" written on it.
Searching online, I cannot find anything about it still running today. The route it used to operate does not pass through Luxembourg.
It seemed to be the main stop on it's way to Köln.
Does anyone know more about it? ( @…

A Rheingold carriage from the back, parked at Luxembourg central station.
A Rheingold restaurant carriage, with a glass dome ontop for panoramic views.
Platform train information on platform 8, showing a destination of Köln, stopping at Igel and Bonn. The departure time is 17:33
The bottom of the screen shows german text "Sonderzug RHEINGOLD - Reservierungspflichtig"
The Inside of the rearmost carriage. It is a room with two sets of 3 seats, facing each-other. A glass door separates it from the hallway.
Some glasses are half full, with probably an alcoholic beverage.
@thomasfuchs@hachyderm.io
2025-07-27 02:18:26

The worst thing besides “Liquid Glass” about iOS 26 on the iPad may be that they took away Split View and slide over, two features I used all the time on it. Now you need to awkwardly self-scale windows and that only works with updated apps.
I’d recommend not upgrading unless they fix it.

@arXiv_astrophEP_bot@mastoxiv.page
2025-05-30 07:29:19

Is Ozone a Reliable Proxy for Molecular Oxygen? II. The impact of N$_2$O on the O$_2$-O$_3$ relationship for Earth-like atmospheres
Thea Kozakis, Jo\~ao M. Mendon\c{c}a, Lars A. Buchhave, Luisa M. Lara
arxiv.org/abs/2505.23279

@cheryanne@aus.social
2025-07-29 01:45:34

Picked up a new android phone yesterday afternoon so still finding my way around.
The things I thought would be a hassle transferring across weren't so bad but myGov and myID do not play well together when you have a new phone.
myID resets so basic mode so it can't be used to log into myGov and of course, myGov doesn't recognise my password any more. Reset the password and even got an email saying I had successfully set a new password. Still doesn't work.

@arXiv_eessSY_bot@mastoxiv.page
2025-06-30 08:32:30

Data-Driven Intrusion Detection in Vehicles: Integrating Unscented Kalman Filter (UKF) with Machine Learning
Shuhao Bian, Milad Farsi, Nasser L. Azad, Chris Hobbs
arxiv.org/abs/2506.22404

@mia@hcommons.social
2025-06-24 17:08:10

Noted while reading: 'a data structure or a block of code are things that make implicit and subjective arguments about how to see the world. This is possibly the single most important basic insight that Digital Humanities as a field needs to impart, because it affects so much of the world around us' - excellent post by @…

@arXiv_csLO_bot@mastoxiv.page
2025-05-29 10:12:58

This arxiv.org/abs/2505.20121 has been replaced.
initial toot: mastoxiv.page/@arXiv_csLO_…

@paulwermer@sfba.social
2025-06-26 16:45:04

Definitely encouraging as far as shipping emissions goes, and I appreciate that the quicklime used in the process will be produced with renewable energy - but, as I understand the normal process for making quicklime, limestone aka calcium carbonate (CaCO3) is baked at high temperatures, driving the chemical reaction CaCO3 > CaO CO2.
And what is not addressed is how to manage the CO2 from this reaction - Yes, it can (in principle) be captured, but then what do you do with it? This…

@PaulWermer@sfba.social
2025-06-26 16:45:04

Definitely encouraging as far as shipping emissions goes, and I appreciate that the quicklime used in the process will be produced with renewable energy - but, as I understand the normal process for making quicklime, limestone aka calcium carbonate (CaCO3) is baked at high temperatures, driving the chemical reaction CaCO3 > CaO CO2.
And what is not addressed is how to manage the CO2 from this reaction - Yes, it can (in principle) be captured, but then what do you do with it? This…

@Techmeme@techhub.social
2025-07-15 17:55:53

Researchers demonstrate a Rowhammer-style attack on Nvidia's RTX A6000, widely used in cloud services, and say it would likely work against other Nvidia GPUs (Dan Goodin/Ars Technica)
arstechnica.com/security/2025/

@villavelius@mastodon.online
2025-05-26 14:18:57

If posts on social media such as Facebook, Instagram, WhatsApp, and the like are used to train AI, it might be a good idea to litter your texts with spelling errors, grammatical mistakes, nonsense words, mixed languages, acronyms, etc., to foil those efforts. 😉

@arXiv_csDB_bot@mastoxiv.page
2025-07-28 08:23:11

Properties for Paths in Graph Databases
Fernando Orejas, Elvira Pino, Renzo Angles, E. Pasarella, Nikos Milonakis
arxiv.org/abs/2507.19329

@lightweight@mastodon.nzoss.nz
2025-06-19 06:25:17
Content warning: NZPol oil & gas reversal

Crikey, Steve Abel is very patient with Shane Jones position. I'd have just said (to his claim that Abel is 'ideological'), "well, you might dismiss you as ideological. You're simply flat out wrong and righteous about it. Nothing credible about that. Shane Jones, you're a loose cannon that needs to be retired belowdecks. Plus you're a dogmatic idiot."

@berlinbuzzwords@floss.social
2025-06-16 06:00:06

Welcome to Berlin Buzzwords 2025! 
Be sure not to miss our keynote speaker, @…, who will be giving a talk on „Unpacking Digital Sovereignty: How to avoid fueling the nationalist rise," which commences at 9:35 am at stage Kesselhaus.
 
Learn more:

Berlin Buzzwords posters
@arXiv_csDC_bot@mastoxiv.page
2025-07-29 08:08:31

A Fast Parallel Median Filtering Algorithm Using Hierarchical Tiling
Louis Sugy (NVIDIA)
arxiv.org/abs/2507.19926 arxiv.org/pdf/2507.19926

@datascience@genomic.social
2025-07-20 10:00:01

{constructive} prints code that can be used to recreate R objects. Like dput, but better... #rstats

@publicvoit@graz.social
2025-07-26 07:54:14

For anyone waiting for a bookmark export feature of the #Vanadium browser, here's a workaround that seems to be working:
github.com/GrapheneOS/Vanadium

@shriramk@mastodon.social
2025-07-27 01:34:28

TIL that one of the singers on one of my favorite blues bands, the very entertaining "Saffire: the Uppity Blues Women", used to be a computer programmer. I'm sure she was great at that too, but I'm glad she gave it up!

@arXiv_csIR_bot@mastoxiv.page
2025-07-28 09:20:01

Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization
Anton Pembek, Artem Fatkulin, Anton Klenitskiy, Alexey Vasilev
arxiv.org/abs/2507.19473

@cyrevolt@mastodon.social
2025-07-25 15:21:26

This "pattern" here appears to be unused:
github.com/u-boot/u-boot/blob/
Well, it is used in the RK3566…

@leftsidestory@mstdn.social
2025-05-25 00:30:02

Human Traces 👤
人类的踪迹 👤
📷 Pentax MX
🎞️Ilford FP4 Plus, expired 1995
buy me ☕️ ?/请我喝杯☕️?
#filmphotography

**English Alt Text:**
The image depicts an urban scene with a focus on overhead electrical wires and a streetlight. The wires are connected to two cylindrical structures, possibly insulators, which are mounted on a horizontal bar. The streetlight has a modern design with two lamps extending from a single pole. The background includes part of a building and a clear sky, suggesting it is daytime.

**Chinese Alt Text:**
这张图片展示了一个城市场景,主要聚焦于头顶的电线和一盏街灯。电线连接着两个圆柱形结构,可能是绝缘子,它们安装在一根水平杆上。街灯设计现代,单根灯杆上延伸出两…
**English Alt Text:**
This image shows a close-up of a dark fabric surface with a small, metallic object attached to it. The object appears to be a set of small, connected metal loops or clips, possibly used for fastening or decorative purposes. The fabric has a slight texture, and the lighting highlights the metallic sheen of the object.

**Chinese Alt Text:**
这张图片展示了深色织物表面的特写,上面附着一个小金属物体。该物体看起来是一组小的连接金属环或夹子,可能用于固定或装饰目的。织物略带纹理,灯光突出了金属物体的光泽。
**English Alt Text:**
This image shows a close-up view of a circular hole in a wall. Through the hole, part of a person's face is visible, though the details are blurred and indistinct. The wall appears to be made of a smooth material, and there are some plants or grass visible at the bottom right corner of the image.

**Chinese Alt Text:**
这张图片展示了墙上一个圆形孔洞的特写视图。通过这个孔洞,可以看到部分人的脸,尽管细节模糊不清。墙壁看起来由光滑的材料制成,图片右下角还可以看到一些植物或草。
@wyri@toot-toot.wyrihaxim.us
2025-07-27 20:37:09

@… To add an important side note: In 0.5 the async client uses ReactPHP while the sync client used a howbrew internal event loop. Making them both non-blocking, be it internally only for one of them

@smashtie@mas.to
2025-06-15 18:08:43

Just updated my #Samsung software and spent the next thirty minutes trying to get everything back to how it used to be, turning off unhelpful and annoying UI tweaks they've decided to add. Fuck this. Can I just have the security updates please?

@tiotasram@kolektiva.social
2025-07-29 20:42:49

#TIL that blowing vs sucking the same spot on a harmonica produces notes that are roughly a half-step apart, while adjacent blown/sucked notes are roughly a whole step apart. I always wondered why I couldn't play any melodies on harmonicas because there would always be some notes I just couldn't find no matter how hard I tried, and now I know the answer isn't some tricky block-holes-with-your-tongue technique like I used to think.
I always knew blowing vs sucking produced different tones, but I thought that they were whole-step transpositions of each other such that any note in one modality would appear somewhere in the other.
My wife showed me this fact and when I asked where she learned it, she said she just figured it out herself...

@jtk@infosec.exchange
2025-07-22 20:00:47

I'm at best a combat C programmer so this latest zmap fix may be perfectly reasonable.
github.com/zmap/zmap/pull/944
Is it common, and is it a best practice to not free memory allocated in some use cases? That may be two separation questions.
I have always freed memory allo…

@andres4ny@social.ridetrans.it
2025-06-17 17:06:28

The libxml2 maintainer is basically shrugging his shoulders and saying "deal with your own fucking security issues; libxml was never meant to be used in your projects" to google and the rest of the giant corporations that are using his labor without contributing back. I'm totally on board with that.

@deepthoughts10@infosec.exchange
2025-06-23 01:45:36

Please raise your hand if you've disabled PowerShell 2.0 on your Windows systems. What? Didn't know that was a thing you should do? PowerShell 2.0 does not have any of the modern logging and security features that newer versions like v5.1 or 7.x have. But if you don't remove or disable the old 2.0 version, it can be used and abused by malware, info stealers, ransomware operators, etc. Here's an article that provides you with several ways to remove it from you systems (while k…

@mgorny@social.treehouse.systems
2025-06-29 05:07:19

I've just noticed that my railway pass no longer carries an explicit "valid (…) in any class" annotation. It still has an "X" in the "class" field, but that's not that cool.
(Explanation: many years ago, there used to be a few "RegioExpress" trains with first class seats. Of course, barely anybody cared about that, and I doubt people actually bought first class tickets. Alas, these are long gone.)
#rail

@metacurity@infosec.exchange
2025-07-15 11:58:59

Thousands of people are being relocated to the UK as part of a secret £850m scheme set up after a personal data leak of Afghans who supported British forces, it can now be reported.

@kcase@mastodon.social
2025-06-06 14:41:32

It seems to me that MCP is a modern, cross-platform corollary to the Mac ecosystem’s AppleScript dictionaries. It's a great standard for discovering API endpoints and calling them in a standard way. (And as a bonus, it doesn't involve keeping track of four-byte codes.)
Because it's associated with the AI buzz, lots of developers are integrating it. But it's not limited to and doesn't have to be used with AI; there's a great opportunity to make it easy for humans…

@castarco@hachyderm.io
2025-05-09 09:29:57

rant on software dev practices
What is it with P5js and virtually all its ecosystem (like Q5js) that, still today, didn't manage to _properly_ package their libraries to be distributed and used via package managers?
Same with their insistence to push global resources and state everywhere... and of course virtually not documenting any of the truly delicate details, just the trivial stuff that could be auto-discovered by relying on auto-complete tools.
I kind of understand wanting to keep the vanilla experience alive, making it "easy" for novices... but that shouldn't be at odds with more "professionalized" production pipelines, at least *not that much*.
For example, with Q5js:
- The NPM packages could be mentioned in their documentation (they are not, even though they are official)
- The NPM packages could define proper exports (same for the JS modules themselves), not forcing us to rely on relative paths to files in node_modules... 🤦
- Globals could be at least namespaced... of course, it would be much, much better if they didn't exist at all.
I'm writing this in 2025, not 1993... and I'm... "triggered".
At this point I'll have to check if I have any other neuro-condition beyond ADHD that makes me "obsessed" with technical flaws, because it seems to be a "me problem" when either virtually nobody sees that as a huge collection of fatal design flaws... or they see it and don't care at all.

@arXiv_csCR_bot@mastoxiv.page
2025-06-27 08:22:39

Empowering Digital Agriculture: A Privacy-Preserving Framework for Data Sharing and Collaborative Research
Osama Zafar, Rosemarie Santa Gonz\'alez, Mina Namazi, Alfonso Morales, Erman Ayday
arxiv.org/abs/2506.20872

@arXiv_mathCO_bot@mastoxiv.page
2025-06-30 08:16:30

Parameter Identifiability of Linear-Compartmental Mammillary Models
Katherine Clemens, Jonathan Martinez, Anne Shiu, Michaela Thompson, Benjamin Warren
arxiv.org/abs/2506.21889

@me@mastodon.peterjanes.ca
2025-05-28 05:20:43

Spirit of the West, "Darkhouse", *1988*:
> We're watching the right hand
> Not watching the left hand
> Soon we'll be watching the world turn
> With no hands at all
> We're really amazing
> This trail we are blazing
> Burning the bridge between our rise and fall....
> We used to dig! lift! heave!
> Now "we" has turned to "it"
> Programs! computes!
> But hardly u…

@hex@kolektiva.social
2025-07-09 12:48:36

Related to understanding firearms, "rifles" and hand guns tend to be rifled. Rifling is grooving that runs in a helical pattern down the barrel. When purchasing a firearm, it's important to check the rifling.
First check that the firearm is unloaded. Empty or remove the magazine, cycle the weapon. Next, check again that it's unloaded by looking both down the barrel and into the magazine. Now, shine a light down the barrel and look down it. In the absence of a light, you may be able to reflect light off your thumbnail.
Rifling should look as though it's drawn on with a sharp pencil, and the barrel should look otherwise completely smooth and clean. If the rifling looks like bumpy mountains, then the owner probably used corrosive ammo and didn't clean it enough. It will probably still shoot, but not at all accurately.
Both the rifling and the pin can be used in forensic analysis to match a bullet to a gun. I don't honestly know how accurate this is because a lot of forensic "science" is just made up stuff that relies on the CSI effect and doesn't actually work as advertised.
However, not all firearms are not all rifled. Shotguns are "smoothbore" firearms, meaning they lack rifling. It is not possible to perform forensic analysis of a smoothbore firearm. It *is* possible to check for powder on the hands of someone who has used a firearm within the last few days, but it's not possible to distinguish between firing inside and outside a range.
I've been gathering all kinds of tidbits like this, partially just out of curiosity and partially because I've been wanting to write a story about a revolutionary group fighting a modern authoritarian society. I'm always happy to learn other bits, if anyone has anything else I could throw in my narrative (whenever I finally get back to writing it).

@fanf@mendeddrum.org
2025-07-26 14:29:08

hmm, trying to puzzle out whether the C standard allows pool allocators
where a program malloc()s a large block, carves it up into many objects of different types, and free()s it/them in one go
7.24.3 says the allocation can be used for an object or an array of objects which seems to forbid heterogeneous types
but the discussion of effective types in 6.5.1 allows much more freedom

@arXiv_hepth_bot@mastoxiv.page
2025-06-26 09:50:10

Reflection positivity in Euclidean formulations of relativistic quantum mechanics of particles
Gohin Shaikh Samad, W. N. Polyzou
arxiv.org/abs/2506.20526

@pgcd@mastodon.online
2025-06-14 17:18:04

It turns out "my" shirt design was stolen and used by some US assholes who now sell a Rob Anybody t-shirt.
I can't do anything about that, except giving everybody the design for free - if it has to be out there, nobody should profit from it.
If you end up using it, please PLEASE donate to one of Pratchett's favorite charities or at least to somebody in need.
And add a #GNUTerryPratchett

SVG design for my Rob Anybody t-shirt. #GNUTerryPratchett

The United States is moving B-2 bombers to the Pacific island of Guam,
as Donald Trump weighs whether the United States should take part in Israel’s strikes against Iran.
It was unclear whether the bomber deployment is tied to Middle East tensions.
The B-2 can be equipped to carry America’s 30,000lb GBU-57 Massive Ordnance Penetrator,
designed to destroy targets deep underground.
That is the weapon that experts say could be used to strike Iran’s nuclear program, i…

@jpanzer@mastodon.social
2025-05-22 06:32:58

Trump officially violates Emoluments clause by taking a bribe… again.
flipboard.com/@npr/u.s.-news-a

@grumpybozo@toad.social
2025-06-07 20:27:10

The Internet IS a *set* of physical things that can be blown up by bombs.
However, where there used to be about a dozen places where you’d need to plant a substantial bomb to wreck the Internet, while now there are hundreds you’d need to hit simultaneously to affect most users. It isn’t even really feasible to figure out where those places all are, because the live interconnections are so complex and the fallback links are entirely invisible normally.

@@arXiv_physicsatomph_bot@mastoxiv.page@mastoxiv.page
2025-07-24 09:31:19

Single-photon loading of polar molecules into an optical trap
Bart J. Schellenberg, Eifion H. Prinsen, Janko Nauta, Luk\'a\v{s} F. Pa\v{s}teka, Anastasia Borschevsky, Steven Hoekstra
arxiv.org/abs/2507.17521 arxiv.org/pdf/2507.17521 arxiv.org/html/2507.17521
arXiv:2507.17521v1 Announce Type: new
Abstract: We propose a scheme to transfer molecules from a slow beam into an optical trap using only a single photon absorption and emission cycle. The efficiency of such a scheme is numerically explored for BaF using realistic experimental parameters. The technique makes use of the state-dependent potential in an external electric field to trap molecules from an initial velocity of order 10m/s. A rapid optical transition at the point where the molecules come to a standstill in the electric field potential irreversibly transfers them into a ~7mK optical dipole trap. For a pulsed Stark decelerated beam, we estimated the per-shot efficiency to be ~0.04% or up to ~103 molecules, with a potential factor 20 improvement when the fields are synchronously modulated with the arriving velocity components. The irreversibility of the scheme allows for larger numbers to be built up over time. Since this scheme does not rely on a closed cycling transition for laser cooling, it broadens the range of molecules that can be used for research on cold molecular chemistry, quantum information, and fundamental interactions in optical traps.
toXiv_bot_toot

@arXiv_grqc_bot@mastoxiv.page
2025-07-24 09:11:20

Some features of the extended phase space approach to quantization of gravity
T. P. Shestakova
arxiv.org/abs/2507.17371 arxiv.org/pdf/2507.…

@arXiv_csSD_bot@mastoxiv.page
2025-06-24 10:26:20

Human Voice is Unique
Rita Singh, Bhiksha Raj
arxiv.org/abs/2506.18182 arxiv.org/pdf/2506.18182

@mariyadelano@hachyderm.io
2025-07-21 21:13:31

Update - I think I managed to come to a compromise on timeline and firmly established that no AI will be used for this project.
They agreed, although they did make say that “it’s as if you decided to dig up a garden using a shovel instead of a tractor. As long as it’s done, it’s done”
I don’t wanna pick a fight so I left the comment alone but now that I think of it I have two responses:
- who digs a garden with a tractor?
- last I checked tractor didn’t have a ~30% chance of lying about the dirt they did or up to 70% odds of just giving up on working if the ground was too hard to dig

@arXiv_quantph_bot@mastoxiv.page
2025-06-26 10:04:40

Quantum sensing of displacements with stabilized GKP states
Lautaro Labarca, Sara Turcotte, Alexandre Blais, Baptiste Royer
arxiv.org/abs/2506.20627

@gwire@mastodon.social
2025-05-26 14:31:08

A bit of context that might be needed for this story about a 2010 website, is that prior to 2011 https wasn't widely used outside of e-commerce. The release of Firesheep in October 2010 led to a push for site authentication to go over https, and the 2013 Snowden revelations shifted the web towards encrypt all transmission.

@gedankenstuecke@scholar.social
2025-07-27 01:31:59

Yesterday customs finally released our stuff, after 5 weeks or so of "next week it will be done". So, today we drove 8 hours to Buenos Aires. And tomorrow morning we'll load up the stuff and drive 8 hours back. 🫠
The good news is that we can stop using the camping kitchen utensils we've used so far. 😄🏕️

@leftsidestory@mstdn.social
2025-05-25 00:30:02

Human Traces 👤
人类的踪迹 👤
📷 Pentax MX
🎞️Ilford FP4 Plus, expired 1995
buy me ☕️ ?/请我喝杯☕️?
#filmphotography

**English Alt Text:**
The image depicts an urban scene with a focus on overhead electrical wires and a streetlight. The wires are connected to two cylindrical structures, possibly insulators, which are mounted on a horizontal bar. The streetlight has a modern design with two lamps extending from a single pole. The background includes part of a building and a clear sky, suggesting it is daytime.

**Chinese Alt Text:**
这张图片展示了一个城市场景,主要聚焦于头顶的电线和一盏街灯。电线连接着两个圆柱形结构,可能是绝缘子,它们安装在一根水平杆上。街灯设计现代,单根灯杆上延伸出两…
**English Alt Text:**
This image shows a close-up of a dark fabric surface with a small, metallic object attached to it. The object appears to be a set of small, connected metal loops or clips, possibly used for fastening or decorative purposes. The fabric has a slight texture, and the lighting highlights the metallic sheen of the object.

**Chinese Alt Text:**
这张图片展示了深色织物表面的特写,上面附着一个小金属物体。该物体看起来是一组小的连接金属环或夹子,可能用于固定或装饰目的。织物略带纹理,灯光突出了金属物体的光泽。
**English Alt Text:**
This image shows a close-up view of a circular hole in a wall. Through the hole, part of a person's face is visible, though the details are blurred and indistinct. The wall appears to be made of a smooth material, and there are some plants or grass visible at the bottom right corner of the image.

**Chinese Alt Text:**
这张图片展示了墙上一个圆形孔洞的特写视图。通过这个孔洞,可以看到部分人的脸,尽管细节模糊不清。墙壁看起来由光滑的材料制成,图片右下角还可以看到一些植物或草。
@wyri@toot-toot.wyrihaxim.us
2025-07-22 21:37:44

While not directly related to the cluster, we got a weather station the other week. keeping an eye on temperatures is still high on the priority list. So scaling work down when it gets to hot outside, as a precaution, is on the list to implement.
The weather station will be one of 3 metrics that can be used to terminate pods.
1) Node temperature goes above 60
2) Home office temperature goes above 40
3) Outside temperature goes above 30

Ukraine announced on June 13 that its short-range Sapsan ballistic missile would go into mass production
-- a major development in Kyiv's ongoing efforts to domestically produce the weapons it needs to fight Russia's full-scale invasion.
As Ukraine faces growing challenges in securing weapons from Western partners, and Russia continues launching drone and missile strikes on civilians, the development of Ukraine’s missile production is seen as a critical step toward strength…

@tiotasram@kolektiva.social
2025-07-19 08:14:41

AI, AGI, and learning efficiency
An addendum to this: I'm someone who would accurately be called "anti-AI" in the modern age, yet I'm also an "AI researcher" in some ways (have only dabbled in neutral nets).
I don't like:
- AI systems that are the product of labor abuses towards the data workers who curate their training corpora.
- AI systems that use inordinate amounts of water and energy during an intensifying climate catastrophe.
- AI systems that are fundamentally untrustworthy and which reinforce and amplify human biases, *especially* when those systems are exposed in a way that invites harms.
- AI systems which are designed to "save" my attention or brain bandwidth but such my doing so cripple my understating of the things I might use them for when I fact that understanding was the thing I was supposed to be using my time to gain, and where the later lack of such understanding will be costly to me.
- AI systems that are designed by and whose hype fattens the purse of people who materially support genocide and the construction of concentration campus (a.k.a. fascists).
In other words, I do not like and except in very extenuating circumstances I will not use ChatGPT, Claude, Copilot, Gemini, etc.
On the other hand, I do like:
- AI research as an endeavor to discover new technologies.
- Generative AI as a research topic using a spectrum of different methods.
- Speculating about non-human intelligences, including artificial ones, and including how to behave ethically towards them.
- Large language models as a specific technique, and autoencoders and other neural networks, assuming they're used responsibly in terms of both resource costs & presentation to end users.
I write this because I think some people (especially folks without CS backgrounds) may feel that opposing AI for all the harms it's causing runs the risk of opposing technological innovation more broadly, and/or may feel there's a risk that they will be "left behind" as everyone else embraces the hype and these technologies inevitability become ubiquitous and essential (I know I feel this way sometimes). Just know that is entirely possible and logically consistent to both oppose many forms of modern AI while also embracing and even being optimistic about AI research, and that while LLMs are currently all the rage, they're not the endpoint of what AI will look like in the future, and their downsides are not inherent in AI development.

@arXiv_astrophEP_bot@mastoxiv.page
2025-07-28 08:57:41

The GAPS Programme at TNG LXVIII. Characterization of the outer substellar companion around HD 72659 with a multi-technique approach
A. Ruggieri, A. Sozzetti, S. Desidera, D. Mesa, R. Gratton, F. Marzari, M. Bonavita, K. Biazzo, V. D'Orazi, C. Ginski, M. Meyer, L. Malavolta, M. Pinamonti, D. Barbato, C. Lazzoni, A. F. Lanza, L. Mancini, L. Naponiello, D. Nardiello, T. Zingales, M. Rainer, G. Scandariato, P. Giacobbe, R. Cosentino, A. Fiorenzano, R. Claudi

@arXiv_csSE_bot@mastoxiv.page
2025-06-27 07:37:39

Domain Knowledge in Requirements Engineering: A Systematic Mapping Study
Marina Ara\'ujo, J\'ulia Ara\'ujo, Romeu Oliveira, Lucas Romao, Marcos Kalinowski
arxiv.org/abs/2506.20754

Trump appears eager to create optics that support his claim that public dissent constitutes an existential threat to the nation.
He also apparently seeks to get the American public used to seeing our armed forces in a new light.
In the president’s version of America, the military should be seen less as an apolitical body loyal to the Constitution.
-- Rather, it should be viewed as an institution that serves at the behest of a leader and his ideological and political agen…

@inthehands@hachyderm.io
2025-06-05 16:26:59

❝We humans are stability-seeking creatures. Getting accustomed to what used to seem unthinkable can feel like an accomplishment. And when the unthinkable recedes at least a bit…it’s easy to mistake it for proof that the dark times are ending.
But these comparatively small victories don’t alter the direction of our transformation — they don’t even slow it down measurably — even while they appeal to our deep need to normalize.…And so just when we most need to act — while there is indeed room for action and some momentum to the resistance — we tend to be lulled into complacency by the sense of relief on the one hand and boredom on the other.❞
nytimes.com/2025/05/28/opinion

@tiotasram@kolektiva.social
2025-07-03 15:21:37

#ScribesAndMakers for July 3: When (and if) you procrastinate, what do you do? If you don't, what do you do to avoid it?
I'll swap right out of programming to read a book, play a video game, or watch some anime. Often got things open in other windows so it's as simple as alt-tab.
I've noticed recently I tend to do this more often when I have a hard problem to solve that I'm not 100% sure about. I definitely have cycles of better & worse motivation and I've gotten to a place where I'm pretty relaxed about it instead of feeling guilty. I work how I work, and that includes cycles of rest, and that's enough (at least, for me it has been so far, and I'm in a comfortable career, married with 2 kids).
Some projects ultimately lose steam and get abandoned, and I've learned to accept that too. I learn a lot and grow from each project, so nothing is a true waste of time, and there remains plenty of future ahead of me to achieve cool things.
The procrastination does sometimes impact my wife & kids, and that's something I do sometimes feel bad about, but I think I keep that in check well enough, and for things my wife worries about, I usually don't procrastinate those too much (used to be worse about this).
Right now I'm procrastinating a big work project by working on a hobby project instead. The work project probably won't get done by the start of the semester as a result. But as I remind myself, my work doesn't actually pay me to work during the summer, and things will be okay without the work project being finished until later.
When I want to force myself into a more productive cycle, talking to people about project details sometimes helps, as does finding some new tech I can learn about by shoehorning it into a project. Have been thinking about talking to a rubber duck, but haven't motivated myself to try that yet, and I'm not really in doldrums right now.

@fanf@mendeddrum.org
2025-06-12 14:42:03

from my link log —
Exploring Typst, a new typesetting system similar to LaTeX.
blog.jreyesr.com/posts/typst/
saved 2024-10-12

@tiotasram@kolektiva.social
2025-05-15 17:02:17

The full formula for the probability of "success" is:
p = {
1/(2^(-n 1)) if n is negative, or
1 - (1/(2^(n 1))) if n is zero or positive
}
(Both branches have the same value when n is 0, so the behavior is smooth around the origin.)
How can we tweak this?
First, we can introduce fixed success and/or failure chances unaffected by level, with this formula only taking effect if those don't apply. For example, you could do 10% failure, 80% by formula, and 10% success to keep things from being too sure either way even when levels are very high or low. On the other hand, this flattening makes the benefit of extra advantage levels even less exciting.
Second, we could allow for gradations of success/failure, and treat the coin pools I used to explain that math like dice pools a bit. An in-between could require linearly more success flips to achieve the next higher grade of success at each grade. For example, simple success on a crit role might mean dealing 1.5x damage, but if you succeed on 2 of your flips, you get 9/4 damage, or on 4 flips 27/8, or on 7 flips 81/16. In this world, stacking crit levels might be a viable build, and just giving up on armor would be super dangerous. In the particular case I was using this for just now, I can't easily do gradations of success (that's the reason I turned to probabilities in the first place) but I think I'd favor this approach when feasible.
The main innovation here over simple dice pools is how to handle situations where the number of dice should be negative. I'm almost certain it's not a truly novel innovation though, and some RPG fan can point out which system already does this (please actually do this, I'm an RPG nerd too at heart).
I'll leave this with one more tweak we could do: what if the number 2 in the probability equation were 3, or 2/3? I think this has a similar effect to just scaling all the modifiers a bit, but the algebra escapes me in this moment and I'm a bit lazy. In any case, reducing the base of the probability exponent should let you get a few more gradations near 50%, which is probably a good thing, since the default goes from 25% straight to 50% and then to 75% with no integer stops in between.

For more than a century, putrid fumes emanated from
the “sewer of the Ruhr”,
creating a pungent whiff that assaulted towns throughout Germany’s industrial heartland.
But today, the Emscher bears little resemblance to Europe’s dirtiest river.
Water that used to be fouled by factory waste and human excrement have been free from effluent since 2021.
The river system, the main part of which was once considered biologically dead, is witnessing the return of an abun…