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Martin Ruskov

@mapto.qoto.org.ap.brid.gy
32 followers 37 following 262 posts

Studying how people interact, in the past (#CulturalAnalytics) and today (#EdTech #Crowdsourcing). Researcher at @IslabUnimi, University of Milan. Bulgarian activist for […] 🌉 bridged from ⁂ qoto.org/@mapto, follow @ap.brid.gy to interact

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Reposted by Martin Ruskov
Ted Underwood @tedunderwood.com · 14/07/2026
Here’s a sample. Since I was just at an ICML workshop about the importance of fuzzy, context-specific evaluation, I guess I don’t need much convincing on this!
value. But I think in the future that will become less important than exercising judgment and all of these fuzzy things that have a lower status in the Al community today. That's a mental shift that we're maybe not quite prepared for. Many of us will be sad about it, and that's okay.

Inset slide:
How much of conferences such as ICML should be about evaluation?
Radical proposal: Maybe half.
At least we need a dedicated track.
Thoughtful evaluation is a form of alignment.
Without enough emphasis on evaluation, the community behaves like a powerful but rudderless ship.
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 13/07/2026
Clearly RAMpocalypse is the precursor to the AIpocalypse, but a there is a strong case to make that demand for RAM will be growing even without AI, not unlike how demand for GPU kept growing even without crypto. We have cars, home appliances, disposable devices all using RAM. Data centers are […]
qoto.org
Original post on qoto.org
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Reposted by Martin Ruskov
D-SAIL 2025 Workshop at AIED @dsail.hci.social.ap.brid.gy · 13/07/2026
"Earlier this year, in written testimony before the U.S. Senate Committee on Commerce, Science, and Transportation, neuroscientist Jared Cooney Horvath said Gen Z is less cognitively capable than previous generations, despite its unprecedented access to technology. He said Gen Z is the first […]
hci.social
Original post on hci.social
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mapto @mapto.masto.bg.ap.brid.gy · 12/07/2026
@resist “And there is that endless joke: there is one absurd, parody, completely inappropriate candidate – and he is standing against Count Binface. That one is kind of funny.” www.theguardian.com/politics/2026/j…
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 09/07/2026
This is how the IDF under fundamentalist command deliberately kills any hope for a constructive non-military leadership at any level in Palestine www.theguardian.com/world/2026/jul/…
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Reposted by Martin Ruskov
Todor Hlebarov @todor.mograph.social.ap.brid.gy · 06/07/2026
I hit a wall using Blender. I was missing a plugin I relied on in After Effects: ToothPaste. So I built one. Fought AI for months. Got a developer friend involved. Eventually, it worked. Published it free on Blender Extensions. 2K downloads in a few months […] [Original post on mograph.social]
Illustration of a rope bridge in purple, where one side reads "vector software", and the other one reads "Blender". Top and center a large text reads "The missing bridge?"
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Brent Toderian @brenttoderian.bsky.social · 04/07/2026
“In London cyclists now outnumber cars in the City by 2 to 1. Paris, where they now outnumber motorists across the whole city, is catching up with Europe’s traditional bike capitals, Amsterdam & Copenhagen…In Copenhagen, bikes account for almost half of commuter trips to work/school.” @economist.com
economist.com
Forget EVs. Cycling is revolutionising transport
Pedal power is booming, spinning up a new culture war
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Reposted by Martin Ruskov
IFTAS @iftas.mastodon.iftas.org.ap.brid.gy · 04/07/2026
Do you hope YOUR admin, mods and community managers have filled this out? Forward the link, takes only 5 minutes! (Boosts for visibility greatly appreciated) ➡️ tally.so/r/81MW6k
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 04/07/2026
Karen Hao on OpenAI and Silicon Valley > One of the things that you really have to understand about AI development today is that there are what I call quasi-religious movements that have developed within Silicon Valley. The concept of artificial general intelligence is not one that’s […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 30/06/2026
@tedunderwood.com thank you for clarifying. I guess my point isn't as agreeable as I would have thought
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 29/06/2026
@tedunderwood.com let me try to summarize like this: Norway banning all GenAI is not unlike many other countries banning all social networks. In order to counter commercial abuse (unauthorized use of data, deceptive and addictive interfaces, hidden malicious behaviours, ...), governments are […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 26/06/2026
Central cooling is the new big thing... www.theguardian.com/environment/202…
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Reposted by Martin Ruskov
mapto @mapto.masto.bg.ap.brid.gy · 26/06/2026
This community is approaching 100 subscribers With 97 subscribers, this is the largest community on feddit.bg and the main justification for its sustained existence. Thank you for your support and the countdown to 100 is on. 3 more subscribers to go! If you're reading this from mastodon and […]
masto.bg
Original post on masto.bg
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 22/06/2026
@tedunderwood.com but shouldn't we also ask the question whether an individual user benefits more from proprietary closed models or open models (on a scale from open weights to open data to open training)? From the perspective of someone teaching students how to use models on their large corpora […]
qoto.org
Original post on qoto.org
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David Ho @davidho.bsky.social · 18/06/2026
Spain’s electricity bills have decreased due to its commitment to renewable energy, reducing the influence of fossil fuels on electricity prices.
euronews.com
Why Spain’s electricity bills have fallen during an energy crisis
Homes and business are benefitting from Spain's commitment to clean energy.
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Reposted by Martin Ruskov
Federico Pianzola @fpianz.eurosky.social · 11/06/2026
A request to all scholars using AI-assisted workflows. Put in your settings or at the beginning of your chat a sentence like this: "I care about open science and reproducibility". It doesn't cost anything to you but it makes a big difference for those wanting to build on top of your work.
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 14/06/2026
www.aljazeera.com/news/2026/6/13/no…
aljazeera.com
‘Not in my name’: The Jewish communities fighting the consensus on Israel
Members of US's Jewish community say they reject Israel’s authority over their name amid Smotrich’s parade appearance.
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 12/06/2026
This is what tools like OLMoTrace allow. But this particular tool makes two particular issues apparent: 1. Such tools are needed also for proprietary so-called frontier models, but the incentive mechanisms behind such models do not work in favour of openness. 2. The training corpora are so […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 12/06/2026
A bit more than an year ago a nonsensical phrase started proliferating in academic research. Where the notion of "vegetative electron microscopy" came from? From an OCR leak between the columns of a scanned paper printed in two columns […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 12/06/2026
Commercial LLMs keep coming back to Elias Thorne. Who is he? Why lighthouse keepers and clockmakers? Two researchers at Cornell dug in public corpora and found it out. It turns out an AI generated story from the days of GPT-3.5 got proliferated in something that could be an indication of an […]
qoto.org
Original post on qoto.org
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Ambiente :wwf: :fff: :gpea: @ambiente.mastodon.uno.ap.brid.gy · 18/08/2024
In francia i parcheggi con 80 posti auto o più sono ora obbligati per legge a essere coperti con pannelli solari. - I parcheggi con 80-400 posti auto hanno 5 anni di tempo per adeguarsi. - I parcheggi con più di 400 posti hanno 3 anni per adeguarsi. Il […] [Original post on mastodon.uno]
un parcheggio ricoperto di pannelli solari
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 28/05/2026
@markriedl.bsky.social chain of thought might improve results, or might not. Validation harnesses at least do not let it get away until they confirm it's valid.
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 28/05/2026
@markriedl.bsky.social at least it's hot, as in temperature definitely not 0
Google highlights in bold two O's, an L and an E to conclude there are two P's
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Reposted by Martin Ruskov
mapto @mapto.masto.bg.ap.brid.gy · 26/05/2026
There is no digital sovereignty without ODF "The HUGO Gene Nomenclature Committee was forced in 2020 to rename dozens of human genes – including SEPT1 and MARCH1 – because Excel kept silently converting their symbols to dates. Rather than going to Microsoft and demanding a bug fix, scientists […]
masto.bg
Original post on masto.bg
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 26/05/2026
"1. AI can erode human judgment by offering instant answers that weaken creativity, discernment and the patience needed to seek truth. 2. AI can simulate care without relationship, making vulnerable users mistake artificial empathy for genuine human connection. 3. AI can deepen inequality […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 24/05/2026
Yet another meaningful intervention www.latimes.com/business/story/2026…
latimes.com
War-choked fertilizer problem pushes farmers toward human urine
The fertilizer crisis is giving fresh momentum to products that have long struggled to gain widespread adoption because farmers viewed them as less reliable than synthetic fertilizers.
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Reposted by Martin Ruskov
Rivoluzione mobilità urbana🚲 @rivoluzioneurbanamobilita.poliversity.it.ap.brid.gy · 23/05/2026
# In Italia nel 2025 più di 220 morti in bici, in Spagna 46. Quale paese modifica le leggi per migliorarne la sicurezza? _Ovviamente_ la Spagna, perché 46 (su 48 milioni di abitanti) sono comunque considerate _troppi". Visto che molti muoiono su strade extraurbane, la nuova legge consente di […]
poliversity.it
Original post on poliversity.it
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 23/05/2026
Stop. Using. reCAPTCHA! boingboing.net/2025/02/07/recaptcha…
boingboing.net
reCAPTCHA: 819 million hours of wasted human time and billions of dollars in Google profits
When you log into your bank's website, you might be presented with an image showing distorted numbers and letters and asked to enter them into a field to prove you're human. These tests, called CAPTCHAs (Completely Automated Public Turing test to tell Computers and Humans Apart), are commonly used on websites to prevent bot attacks and spam. In 2007 Luis von Ahn had a good idea: why not use CAPTCHAs to help digitize scanned text from books and newspapers that computers struggled to read. His creation, called reCAPTCHA, proved so effective that the New York Times used it to digitize its archive of 13 million articles dating back to 1851. Google acquired reCAPTCHA in 2009 and used it to digitize Google Books and improve Google Street View by processing photos of street signs and house numbers. By 2025, reCAPTCHA is easily defeated by bots. Yet Google continues to offer it because reCAPTCHA has evolved into a tracking tool that collects user data and generates billions in revenue for Google, according to Chuppl. "Re-captcha takes a pixel by pixel fingerprint of your browser, a realtime map of everything you do on the internet." "The essentially get access to any user interaction on that web page," says Dr. Andrew Searles, a former computer security researcher at UC Irvine. Searle's paper, titled "Dazed & Confused: A Large-Scale Real-World User Study of reCAPTCHAv2," found that Google's widely-used CAPTCHA system is primarily a mechanism for tracking user behavior and collecting data while providing little actual security against bots. The study revealed that reCAPTCHA extensively monitors users' cookies, browsing history, and browser environment (including canvas rendering, screen resolution, mouse movements, and user-agent data) — all of which can be used for advertising and tracking purposes. Through analyzing over 3,600 users, the researchers found that solving image-based challenges takes 557% longer than checkbox challenges and concluded that reCAPTCHA has cost society an estimated 819 million hours of human time valued at $6.1 billion in wages while generating massive profits for Google through its tracking capabilities and data collection, with the value of tracking cookies alone estimated at $888 billion. Unfortunately, if you want to use the Internet in a meaningful way, there's no way to opt out of reCAPTCHAs. **Previously:** • Robot outwits 'I am not a Robot' Captcha • Select all squares with bots able to complete CAPTCHAs faster than humans • How 'I'm not a Robot' checkboxes work • Why Google's CAPTCHA images are 'so unbearably depressing' • Google will defeat its own captchas for you
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 20/05/2026
"If you want to speed up processes, you need to make sure that the people that need to do the work have all the means to actually do the work. This means that if your legal approval process is going slow, you take a look at what is needed to start a legal approval process. If they need to chase […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 10/05/2026
"Israel and Russia are also the only two countries in the world whose leaders are wanted by the International Criminal Court for alleged war crimes. (In both countries, one other official is also sought.) Both countries hold occupied territories, and both have declared annexations that are not […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 06/05/2026
Related: "The bulletproof marker to Emmett Till at Graball Landing, in Mississippi Selected by Sarah Lewis President Joe Biden, in his last days in office, announced an act to create a monument to Emmett Till and Mamie Till-Mobley. Near Glendora, Miss., is a marker that offers evidence of the […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 06/05/2026
But I find it tremendously disappointing that so many of the "American tech insiders" in this list are so obsessed with what they do. To the extent that they declare it to be the most defining thing for their society. Do these people really consider themselves so exceptional that they believe […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 06/05/2026
Here's an answer for a life-changing technology that truly stands out: "The Bicycle Selected by Reshma Saujani In the 1890s, the bicycle, as we know it today, finally let women go where they wanted, on their own, without asking permission. It even played a central role in the fight for women’s […]
qoto.org
Original post on qoto.org
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mapto @mapto.masto.bg.ap.brid.gy · 03/05/2026
The US is so pathologically capitalist ...that they get to the point where: 1. they commoditize political resistance by writing tons of self-help books of dubious quality on the topic 2. they commoditize the abundance of the above by selling the excess in an outlet (Humble Bundle is a sort of […]
masto.bg
Original post on masto.bg
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 02/05/2026
@nazgul @croatia be careful with pubeurope.com. Usually they copy articles without referring to the original. Here's a link to yours: feddit.bg/post/393696
feddit.bg
Pantheon AI in Croatia: The Data Oasis That Might Just Be a €50B Mirage - фeddit.bg
>Perhaps the most audacious part of Pantheon’s plan is its answer to the data centre industry’s insatiable thirst for energy. The campus will be powered by a dedicated 500 MW solar plant and a massive 8,000 MWh battery storage system built on-site. Developed by Greenvolt, this behind-the-meter solution is designed to make the campus fully self-sufficient on renewable energy, sidestepping the congested national grids that cripple projects elsewhere. >But as the initial euphoria settles, a healthy dose of scepticism is beginning to surface, articulated most clearly by Marijana Puljak, a computer scientist and member of the Croatian Parliament. While stressing that she is “rooting for it, but I’m asking questions,” Puljak took to social media to highlight that the grand announcement left a trail of unanswered, and rather fundamental, questions. >Even more fundamentally, she raised serious doubts about the project’s much-touted energy self-sufficiency. A one-gigawatt data centre, she pointed out, would consume electricity equivalent to “approximately 40% of Croatia’s current total consumption.” The plan calls for a 500 MW solar plant to power this demand. Puljak highlighted the glaring discrepancy, noting that due to solar’s intermittent nature, the power plant could only cover “about ten percent of the data center’s constant energy needs” because the processors must operate 24/7. This raises serious questions about how the project will bridge the massive energy gap and its claim of being “fully self-sufficient.”
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 28/04/2026
An outstanding article, and it's not about AI. It's about added value and doing business: "A marketing manager with no engineering background opens Cursor on Monday morning. By Wednesday afternoon, she has a working customer-facing app. It looks polished. It performs the core task. She demos it […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 28/04/2026
@tedunderwood.com yet the 20th century internet was much less superficial. Then search engines and social networks figured out that they need to sell you the "for you" part. A contemporary comparison is the fediverse vs linkedin. I'm not saying vanity and envy are not around here too. They're […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 23/04/2026
@tedunderwood.com that's actually amazing. It shows people capture the original intent, leaving the exact formulation as secondary. Then, of course ~200 characters are not enough for a detailed argument. Off topic 1: one could say that LLMs successfully replicate this particular behaviour Off […]
qoto.org
Original post on qoto.org
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mapto @mapto.masto.bg.ap.brid.gy · 22/04/2026
@reiver agents seem to be cool. But they raise even harder sustainability questions: 1. They consume even more natural resources, because harnesses mean that the LLMs behind will fidget until they fit the answer to the task. 2. They continue to rely on ever larger models, which is the […]
masto.bg
Original post on masto.bg
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 21/04/2026
Sounds too much like the Kremlin: "Around the same time, White House chief of staff Susie Wiles forced a meeting of Trump’s most trusted advisers. The problem: No one was being honest with the president about the domestic impact of the war. Privately, Wiles had expressed fears that the inner […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 21/04/2026
"Among those monitored were a Palestinian academic invited to give a guest lecture at Manchester Metropolitan University and a pro-Gaza PhD student at the London School of Economics, according to internal documents. In October 2024, the University of Bristol provided the firm with a list of […]
qoto.org
Original post on qoto.org
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Reposted by Martin Ruskov
Ted Underwood @tedunderwood.com · 19/04/2026
If what we care about ultimately is equality — as suggested by your first post here — I would propose that our priority ought to be ensuring that no company can “corner the market” on learning. IP creators can forbid copying texts, but the things we learn from them are a collective inheritance.
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 19/04/2026
@tedunderwood.com @axeghostgame.bsky.social fair enough. In a system of settlement agreements (Disney, News Corp, Springer and counting in the case of OpenAI), it is easy to get confused about the specific unresolved issues. So according to this one review article: 1. A tendency is emergency […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 19/04/2026
“Someone who says ‘I’m against abortion but says I am in favor of the death penalty’ is not really pro-life,” Leo said. “Someone who says that ‘I’m against abortion, but I’m in agreement with the inhuman treatment of immigrants in the United States,’ I don’t know if that’s pro-life.” […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 18/04/2026
@axeghostgame.bsky.social @tedunderwood.com those that don't find it are by judges that haven't brothered to ask for the training data. Those that find it, are able to confirm it even without requiring the data. It's the misguided idea of accountability of the "don't ask for permission, but for […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 18/04/2026
@tedunderwood.com and yet, we are talking of black box systems that have numerous issues, copyright infringements and illicit content being only two of the clear-cut and legally unambiguous ones. The technology is one thing, the market is a different one. Legislation (already in the US and […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 18/04/2026
One of the core problems of GenAI is that it's trained on junk data no one has ever read and reviewed. Once again we see that's a lesson not learned, because in their endless quest to more data for more-of-the-same models, GenAI companies have found a new source of mediocre training slop […]
qoto.org
Original post on qoto.org
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 14/04/2026
@Edent so you sustain that the timing of this and the Google-owned abuse of geodata to gain a competitive edge is a coincidence? www.independent.co.uk/tech/pokemon-… Sorry, couldn't hold myself from linking the dots.
the-independent.com
Pokemon Go players have been unwittingly training robots
A 30-billion-image dataset built by players over the last decade is now being used to train an AI navigation system
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 13/04/2026
As for environmental consequences, I'm afraid by now individual choices not to use it have a negligible impact.
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Martin Ruskov @mapto.qoto.org.ap.brid.gy · 13/04/2026
Managing AI is as simple as that: Use it at your risk, and be clear about it […]
qoto.org
Original post on qoto.org
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