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A. L. Bishop

@mandahnk

Writer, etc. She/her.

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06.10.2023
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Established at our 48th Congress in 1986, World Writers’ Day honours the courage to write and the solidarity that protects it.

As writers face imprisonment, exile, censorship, and violence for speaking the truth, we stand with them and defend freedom of expression.

03.03.2026 16:36 πŸ‘ 23 πŸ” 13 πŸ’¬ 0 πŸ“Œ 0

This looks so super fun - high drama and high camp you say?? Can’t wait to read this one!

04.03.2026 00:01 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
β€œThe narrative that we need big AI modelsβ€”and quasi-infinite amounts of energyβ€”tries to sell us the idea that this is the only kind of AI we need, and the only future that's possible,” says AI and sustainability researcher Sasha Luccioni. β€œBut there are so many different, smaller and more efficient models that can be deployed for a fraction of the cost, both to people and the planet.”
In a separate piece of research also published Monday, Luccioni and Yacine Jernite, head of sustainability at AI company Hugging Face, looked at the costs of training a wide variety of AI models, finding that massive proprietary models trained on access to vast amounts of data and energy aren’t the only option for powerful AI solutions. Often, smaller models perform just as well as the more expensive ones in AI application.

β€œThe narrative that we need big AI modelsβ€”and quasi-infinite amounts of energyβ€”tries to sell us the idea that this is the only kind of AI we need, and the only future that's possible,” says AI and sustainability researcher Sasha Luccioni. β€œBut there are so many different, smaller and more efficient models that can be deployed for a fraction of the cost, both to people and the planet.” In a separate piece of research also published Monday, Luccioni and Yacine Jernite, head of sustainability at AI company Hugging Face, looked at the costs of training a wide variety of AI models, finding that massive proprietary models trained on access to vast amounts of data and energy aren’t the only option for powerful AI solutions. Often, smaller models perform just as well as the more expensive ones in AI application.

In the sections above, we showed that training and deployment costs across all of the categories we have surveyed β€” task and domain models, small and medium language models, and large open-weight and proprietary systems β€” vary by orders of magnitude. This report provides quantitative estimates of those cost to show that the majority of commercially and scientifically significant AI development does not require 9-figure training runs or exclusive access to data-center-scale infrastructure. Open science and open-source developers have demonstrated that models that are competitive on a wide range of benchmarks can be trained for costs that range from the low thousands to the low tens of millions of dollars, and that deployment can be as simple as running on a single GPU instance or on-device, or as scaled as paid API access. The gap between that reality and the narrative centered on frontier-scale systems is not merely technical; it has implications for who can build, audit, and govern AI.

In the sections above, we showed that training and deployment costs across all of the categories we have surveyed β€” task and domain models, small and medium language models, and large open-weight and proprietary systems β€” vary by orders of magnitude. This report provides quantitative estimates of those cost to show that the majority of commercially and scientifically significant AI development does not require 9-figure training runs or exclusive access to data-center-scale infrastructure. Open science and open-source developers have demonstrated that models that are competitive on a wide range of benchmarks can be trained for costs that range from the low thousands to the low tens of millions of dollars, and that deployment can be as simple as running on a single GPU instance or on-device, or as scaled as paid API access. The gap between that reality and the narrative centered on frontier-scale systems is not merely technical; it has implications for who can build, audit, and govern AI.

Some coverage of our new report in @wired.com by @mollytaft.com!!!

Really want to highlight this new work from @sashamtl.bsky.social et al though: on the 'none of this has to be this bad' point -->>

www.wired.com/story/big-te...

19.02.2026 22:33 πŸ‘ 56 πŸ” 15 πŸ’¬ 1 πŸ“Œ 2
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Anthropic didn’t want us to know that they were destroying millions of books to feed their software. Companies making machine learning and generative software aren’t just metaphorically ripping off books. In at least one case, they’re rather literally shredding millions of physical books to …

β€œAI giant Anthropic ran a massive program called Project Panama where they spent tens of millions of dollars to hoover up used books, which they then sliced, scanned, and pulped.”

15.02.2026 18:00 πŸ‘ 86 πŸ” 66 πŸ’¬ 5 πŸ“Œ 13

Congratulations!! πŸŽ‰πŸŽ‰πŸŽ‰

31.01.2026 15:16 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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23.01.2026 20:21 πŸ‘ 19273 πŸ” 5629 πŸ’¬ 141 πŸ“Œ 237
We Can't Believe We Have to Do This

Live Coverage: Is Grok Still Being Used to Create Nonconsensual Sexual Images of Women and Girls?

We're following whether Elon Musk and his companies, X and xAI, make any meaningful change to stem the tide of likely-illegal AI deepfakes on X β€” content that's being generated via Musk's own chatbot, Grok.

Image: Elon Musk in front of the silhouette of an anonymous woman.

We Can't Believe We Have to Do This Live Coverage: Is Grok Still Being Used to Create Nonconsensual Sexual Images of Women and Girls? We're following whether Elon Musk and his companies, X and xAI, make any meaningful change to stem the tide of likely-illegal AI deepfakes on X β€” content that's being generated via Musk's own chatbot, Grok. Image: Elon Musk in front of the silhouette of an anonymous woman.

NEW: X/Twitters continue to freely use xAI's Grok to generate and disseminate nonconsensual explicit deepfakes of real women and underage girls.

Neither X nor xAI have taken meaningful action to fix the issue. So we're following that inaction live:

futurism.com/artificial-i...

06.01.2026 21:33 πŸ‘ 281 πŸ” 113 πŸ’¬ 15 πŸ“Œ 15

You are painting a vision of a future in which teachers create lessons with "A.i.," students complete them with "A.i.," and teachers grade them with "A.i."

No learning takes place under this system.

The only benefactors of this system are the corporations being paid for the "A.i." products.

24.12.2025 03:51 πŸ‘ 936 πŸ” 192 πŸ’¬ 7 πŸ“Œ 18

while i am not an academic i did see this coming and post about it on bluesky, which is why i am quoted in this article

17.12.2025 20:17 πŸ‘ 1381 πŸ” 557 πŸ’¬ 24 πŸ“Œ 26
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Meta is earning a fortune on a deluge of fraudulent ads, documents show Meta projected 10% of its 2024 revenue would come from ads for scams and banned goods, and it internally estimates that its platforms show users 15 billion scam ads a day, company documents show.

β€œMeta projected 10% of its 2024 revenue would come from ads for scams and banned goods, documents seen by Reuters show. And the social media giant internally estimates that its platforms show users 15 billion scam ads a day.”

06.11.2025 20:06 πŸ‘ 214 πŸ” 111 πŸ’¬ 13 πŸ“Œ 24
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Donate to Help Laid-Off Teen Vogue Staffers Recover, organized by Lexi McMenamin More than half the team at Teen Vogue was laid off this week by our parent co… Lexi McMenamin needs your support for Help Laid-Off Teen Vogue Staffers Recover

thank you for the outpouring of support!

those of us laid off from Teen Vogue yesterday are now sharing our GoFundMe to help us cover our emergency expenses now that we've lost our incomes, as we get back on our feet.

04.11.2025 21:17 πŸ‘ 7176 πŸ” 3528 πŸ’¬ 17 πŸ“Œ 124
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Very good @abigailboydmlc.bsky.social summary of the really, really significant data centre growth in New South Wales, Australia - something we can see directly contributing to sustaining the burning of coal in the state

www.instagram.com/reel/DQbKiv9...

01.11.2025 12:39 πŸ‘ 78 πŸ” 36 πŸ’¬ 3 πŸ“Œ 3
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β€œStaggering” Water Loss Driven by Groundwater Mining Poses Global Threat A new study finds that freshwater resources are rapidly disappearing, creating arid β€œmega” regions and causing sea levels to rise.

Nearly 6 billion people live in the 101 countries that a recent study has identified as confronting a net decline in water supply β€” signaling enormous challenges for food production and a heightening risk of conflict and instability.

(Published July)

16.10.2025 00:00 πŸ‘ 473 πŸ” 240 πŸ’¬ 14 πŸ“Œ 25
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This only happens to you once

26.09.2025 19:39 πŸ‘ 21650 πŸ” 4228 πŸ’¬ 348 πŸ“Œ 181

1. The intense and all-encompassing institutional and societal pushback seen in some countries against any intervention to mitigate the impacts of Covid-19, whether that be vaccines, or air filtration / purification, or masks, is not simply as a result of mandates or lockdowns.

25.09.2025 09:46 πŸ‘ 285 πŸ” 102 πŸ’¬ 8 πŸ“Œ 18
A purple graphic for The Fiddle’s special Summer 2026 disability issue. At the top of the graphic is The Fiddlehead’s logo. Below is a purple image with two transparent light purple circles overlapping like a Venn diagram. On top of this, in white, is the work Revolution. Below is the text: call for submissions from disabled writers. Deadline November 30, 2025. Thefiddlehead.ca/revolution

A purple graphic for The Fiddle’s special Summer 2026 disability issue. At the top of the graphic is The Fiddlehead’s logo. Below is a purple image with two transparent light purple circles overlapping like a Venn diagram. On top of this, in white, is the work Revolution. Below is the text: call for submissions from disabled writers. Deadline November 30, 2025. Thefiddlehead.ca/revolution

Disability: The Revolution!

Special Issue Call for Submissions, Deadline November 30, 2025

If you identify as disabled and would like to answer this call, please submit! We would love to hear from you.

See the full call and instructions on how to submit here: thefiddlehead.ca/revolution

25.09.2025 17:49 πŸ‘ 26 πŸ” 16 πŸ’¬ 2 πŸ“Œ 3
Best Emerging Writers 2025 Shortlist! - The Masters Review Andrew Porter, we don't envy you. That's rightβ€”the shortlist for Best Emerging Writers 2025 is now in the hands of Andrew Porter, our guest judge, who has the extremely difficult task of selecting onl...

Excited to be included on this (long) shortlist! mastersreview.com/best-emergin...

20.09.2025 20:06 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Congrats!! πŸŽ‰πŸŽ‰πŸŽ‰

17.09.2025 21:39 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Confessions of an Ex-Anti-Vaxxer - Macleans.ca I spent years spouting conspiracy theories about vaccines. Now, as measles rages in my home of Alberta, I’m trying to convince vax-hesitant parents to inoculate their kids.

β€˜The anti-vax movement isn’t simply a grassroots network of concerned parents. It’s an industry. … It operates on a simple premise: if you’re not vaccinating your kids, you need to protect them somehow, and here’s a bunch of things you can buy to do that.’
Excellent writing in @macleans.bsky.social

13.09.2025 11:53 πŸ‘ 305 πŸ” 155 πŸ’¬ 4 πŸ“Œ 14

Congrats!! πŸŽ‰

11.09.2025 23:33 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

For context that's a third the price the RIAA expected a single human to pay for just downloading 24 songs a decade ago (after cutting the ruling down from $1.5m, or $62,000 per song), and that's not adjusting for inflation:

05.09.2025 19:33 πŸ‘ 2312 πŸ” 1148 πŸ’¬ 5 πŸ“Œ 19
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β€œRemigration”: How White Nationalists Are Repackaging Ethnic Cleansing White nationalists in multiple countries, including Canada, are pushing for mass deportations of non-Europeans to be part of the political platforms of their right-wing parties.

NEW: β€œRemigration” and β€œmass deportations” is the new rallying cry of white nationalists. Experts say it’s a call for ethnic cleansing. A new Canadian group is trying to "normalize" the concept and get the Conservative Party of Canada to talk more about immigration.

www.antihate.ca/remigration_...

04.09.2025 20:51 πŸ‘ 207 πŸ” 130 πŸ’¬ 10 πŸ“Œ 20

Similar survey underway now in Canada, for anyone who wants to weigh in:
openmedia.org/AI-survey-2025

20.08.2025 00:05 πŸ‘ 22 πŸ” 4 πŸ’¬ 0 πŸ“Œ 2

β€œIt would take you 723 years to delete enough emails to save the same amount of water in data centers as you could if you fixed your toilet”

β€œIf someone deleted all their photos, the water they would save could support 2 blades of grass on their lawn”

16.08.2025 12:36 πŸ‘ 165 πŸ” 69 πŸ’¬ 5 πŸ“Œ 3
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Air Canada is reinforcing the gender wage gap – and they want the government to help them do it Air Canada wants to reinforce the gender wage gap by forcing Air Canada flight attendants – 70% of whom identify as women – to accept a wage offer less than one third of what Air Canada offered its pi...

Air Canada offered the pilots a 26% wage increase in the 1st year of their newest contract.
The flight attendants got an offer of an 8% increase in the 1st year.
In the entire 4-year deal Air Canada offered them, their wages won't go up by as much as the pilots' did in just 1 year.

16.08.2025 04:54 πŸ‘ 122 πŸ” 48 πŸ’¬ 4 πŸ“Œ 10
a map of europe showing temperatures in the low 40s and high 30s

a map of europe showing temperatures in the low 40s and high 30s

can you imagine trying to convince the average skepti-dude in the year 2010 that this is what summer europe will look like in 2025

15.08.2025 07:25 πŸ‘ 791 πŸ” 327 πŸ’¬ 35 πŸ“Œ 34
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Among the greatest promotional photos of all time are these for the 1990 television movie of IT, where it looks like a prestige legal drama about a firm of hot young lawyers and one associate who likes to dress up like a clown.

24.07.2025 18:14 πŸ‘ 5507 πŸ” 1586 πŸ’¬ 88 πŸ“Œ 143

I don’t often make blanket book recs, but I’ve run out of friends to randomly text with fascinating insights from this one, so here we are.

06.07.2025 21:26 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0