#Algorithms

Patrick :neocat_flag_bi:patrick@hatoya.cafe
2025-12-11

One Open-source Project Daily

ML.NET is an open source and cross-platform machine learning framework for .NET.

https://github.com/dotnet/machinelearning

#1ospd #opensource #algorithms #dotnet #machinelearning #ml

2025-12-10
DOOFUSES: "My data won't be used for anything evil! I did nothing wrong, so I have nothing to hide!"
THE PEOPLE THEY SHOULD BE HIDING FROM:
RE: https://tldr.nettime.org/@remixtures/115696398032409657
Miguel Afonso Caetanoremixtures@tldr.nettime.org
2025-12-10

"On a Thursday in early September, more than 40 strangers logged in to Instacart, the grocery-shopping app, to buy eggs and test a hypothesis.

Connected by videoconference, they simultaneously selected the same store — a Safeway in Washington, D.C. — and the same brand of eggs. They all chose pickup rather than delivery.

The only difference was the price they were offered: $3.99 for a couple of lucky shoppers. $4.59 or $4.69 for others. And a few saw a price of $4.79 — 20 percent more than some others, for the exact same product.

The shoppers were volunteers, participating in a study published on Tuesday and organized by the Groundwork Collaborative, a progressive policy group, and Consumer Reports, a nonprofit consumer publication. In tests in four cities across the country, nearly 200 volunteers checked prices on 20 grocery items on Instacart.

On item after item, they found significant differences. In a Target in North Canton, Ohio, some shoppers were charged $3.59 for a jar of Skippy peanut butter that others could get for $2.99. At a Safeway in Seattle, some people paid $3.99 for a box of Wheat Thins while others paid $4.89. And at a Target in St. Paul, Minn., some people were charged $4.59 for a box of Cheerios that others could get for $3.99.

“Two shoppers who are buying the exact same item from the exact same store at the exact same time are getting different prices,” said Lindsay Owens, executive director of the Groundwork Collaborative. “The data really backs up how extraordinarily pervasive this is.”
(...)
Groundwork’s findings are the latest example of how the notion of a single price, offered to all customers for a predictable period, is breaking down in the digital age. Companies are using sophisticated algorithms to adjust prices quickly in response to competitors’ offers and consumer behavior."

nytimes.com/2025/12/09/busines

#USA #AlgorithmicPricing #DynamicPricing #Insatacart #Inflation #Algorithms

WIRED - The Latest in Technology, Science, Culture and Businesswired.com@web.brid.gy
2025-12-10

Instagram Will Start Letting You Pick What Shows Up in Your Reels

fed.brid.gy/r/https://www.wire

HistoPol (#HP) 🏴 🇺🇸 🏴HistoPol
2025-12-10

(English)

*The danger of -owned platforms for societies*

1/2

I strongly agree. Apart from the China 🇨🇳 controlled , there is the central problem of the anti-democracy, rightwing Feudalist platforms, such as or the ones owned by .

At the very least, the rage-promoting are fuelling the polarization of society, burning away social cohesion and conens, even destroying the and undermining democratic
@fredix @InternetDev

Dmytro (Dima) Oliinykdima@dol.social
2025-12-10

YouTube even pushed it further with the "notification bell" - a "subscription to your subscription". It’s absurd. If I subscribed, I should already be informed. Shouldn't I?

And somewhere inside all of this, I feel completely alone - surrounded by billions of people on so-called “social” networks.

If I removed all my subscriptions across all platforms, I bet my feed wouldn't even change.

That's how little any of this is about people anymore.

It's unsettling. And honestly, a bit terrifying.

#mastodon #fediverse #blog #thoughts #internet #socialmedia #algorithms #facebook #instagram #life

Dmytro (Dima) Oliinykdima@dol.social
2025-12-10

You blink, and your entire feed reshuffles. You get distracted for 30 seconds, and the app force-feeds you a completely new reality, with no way to return to where you were. And that isn't an accident. It's an intention.

Even basic concepts were redefined. "Subscription" used to mean I follow someone because I want to see their content.
Now it means nothing. There's no guarantee I'll ever see a post from a creator I'm allegedly subscribed to.

#mastodon #fediverse #blog #thoughts #internet #socialmedia #algorithms #facebook #instagram #life

Dmytro (Dima) Oliinykdima@dol.social
2025-12-10

Forums are gone. Real blogs barely survive. DC hubs died ages ago. "Conversation" has been replaced by messengers - and even that doesn't feel like conversation anymore.

The web feels empty, despite billions of "active users" (or bots). These platforms seem engineered to keep you scrolling, procrastinating, and watching ads - not actually connecting with anyone.

Try to find a single post or video from Instagram or Facebook that you once stumbled upon. You can't. There's no real search. Everything is randomized, disposable.

#mastodon #fediverse #blog #thoughts #internet #socialmedia #algorithms #facebook #instagram #life

Dmytro (Dima) Oliinykdima@dol.social
2025-12-10

More and more I feel this heavy nostalgia for the old internet. The open web. IRC. Jabber. DC hubs (anyone still remember StrongDC++ or PtokaX?). Private forums. Local networks. Small communities where things felt alive and intentional.

I keep wondering whether this is some kind of crisis, or if my mind is simply failing to adjust to today's internet - an internet driven entirely by algorithms, where the value of information evaporates instantly, and attention is the only real currency left.

#mastodon #fediverse #blog #thoughts #internet #socialmedia #algorithms #facebook #instagram #life

Dmytro (Dima) Oliinykdima@dol.social
2025-12-10

Lately I keep hearing people talk about "midlife crises," as if they're inevitable checkpoints.
I’m 30 now, and I honestly can’t tell whether I'm going through some kind of crisis myself - or if this is just me trying to adapt to a new reality that changed too fast.

More and more I feel this heavy nostalgia for the old internet. The open web. IRC. Jabber. DC hubs (anyone still remember StrongDC++ or PtokaX?). Private forums. Local networks. Small communities where things felt alive and intentional.

#mastodon #fediverse #blog #thoughts #internet #socialmedia #algorithms #facebook #instagram #life

N-gated Hacker Newsngate
2025-12-10

🚨BREAKING NEWS: The Academy now gives to... algorithms? 🏆 Because obviously, the real heroes of television are not the actors, directors, or writers, but the mind-blowingly charismatic . 🎥✨ Next up: Best Supporting Spreadsheet and Outstanding Lead in a Command Line Interface! 😅
blog.mozilla.org/en/mozilla/av

“ “The real question is not 'Why is Bluesky so left-coded,' the real question is 'Why can't the right exist in a social media environment without algorithmic assistance, where people can ignore them'" “

RE: bsky.app/profile/did:plc:izttp

#Bluesky #SocialMedia #Algorithms

2025-12-09

Cognitec's FaceVACS-DBScan ID v5.5, used by UK police, shows huge racial bias. False matches for Black & Asian faces shoot up, while white faces skate by.

But sure, tell us how "AI will make policing fairer".

#ai #algorithms #security #police #bias #technology

theregister.com/2025/12/08/ico

2025-12-09

In a video message that Sky News #Australia said would be played in schools this week, Prime Minister Anthony Albanese said the ban aimed to support young Australians & ease the pressure that can come from endless feeds & #algorithms.

"Make the most of the school holidays coming up. Rather than spending it scrolling on your phone, start a new sport, learn a new instrument, or read that book that has been sitting there for some time on your shelf," he said.

#law #SocialMedia #tech #MentalHealth

www.wsj.com/lifestyle/ca... That didn't take long AT ALL!! #cars will be cars whether driven by #humans or by #algorithms trained on humans Make them 100% liable irrespective of ownership of the vehicle unlike gun manufacturers. Better still... focus on #bus #train #bike #walk

Waymo’s Self-Driving Cars Are ...

TinJarTinJar
2025-12-08

wsj.com/lifestyle/cars/waymo-s

That didn't take long AT ALL!!

will be cars whether driven by or by trained on humans

Let's file some class action lawsuits against these companies before they cause havoc. And ensure that they are 100% liable irrespective of ownership of the vehicle. Don't let them off the hook as the gun manufacturers have been let off.

Better still... focus on

Wulfy—Speaker to the machinesn_dimension@infosec.exchange
2025-12-08

@geeknik

Propagandist's Playbook target: Teens

1. Exploit transition glitches. Rapid emotional pivots (calm > outrage > vindication) keep adolescent brains dysregulated longer than single-emotion content.

2. Sustain background threat. Feed outrage, then "safe" content that looks reassuring but maintains low-level anxiety. Brain never fully exits threat-mode.

3. Fast cuts > slow cuts. 1-2 second scenes prevent emotional state completion. Brain processes previous emotion while encountering new one. Adolescents lag ~50-100ms; exploit that lag.

4. Shock hits harder. Adolescents under-recruit threat-detection during happy > angry transitions. Graphic/sudden content hits an unprepared neural system. Psychological impact amplified.

5. Algorithmic oscillation. Detect outrage engagement > feed calming content (incomplete cool-down) > feed more outrage. Keep them in the glitch zone.

Core insight: Engagement #algorithms reward content that creates dysregulation. You're not accidentally exploiting #adolescent #neurology you're deliberately architecting for it.

Source: sciencedirect.com/science/arti

#propaganda #brainwashing #socialmedia #socials #broligarchs #psychology #computationalpropaganda

Stray Adult ☯️📚📸strayadult@mstdn.social
2025-12-08

Even if you don't want to read a ToS or Privacy Policy, going through the settings of everything you sign up for, purchase, subscribe to, etc is a good thing.
If there is malicious intent somewhere, it can be mitigated at least by just taking the two minutes to change any settings.
I can't change what's already been breached a decade ago but at least telemetrics and nonsense aren't bogging down my internet experience.

#Internet #Algorithms #Settings #SocialMedia #termsofservice #privacypolicy

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