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@Dragofix@veganism.social
2025-10-29 16:13:44

Cul-de-sac effect: Why Mediterranean regions are becoming more prone to extreme floods in a changing climate #mediterranean

@UP8@mastodon.social
2025-10-24 14:29:01

Democratic candidates can win Rust Belt voters by … attacking the Democratic party
theguardian.com/commentisfree/

In the foreground a sign with blue stars and red site says "DAYS UNTIL THE ELECTION 19" next to a pile of Harris-Walz schwag with two black women in the background
@roelgrif@mstdn.social
2025-10-15 19:08:01

Until now, I thought that a government shutdown in the US meant that the government ran out of money.
Apparently this only means: out of money for domestic purposes, not for giving it away to other countries. #TrumpShutdown #EpsteinShutdown
"US is working on doubling aid to…

@unchartedworlds@scicomm.xyz
2025-09-14 09:09:54
Content warning: LLM training frameworks, interesting

Interesting explanation of LLM training frameworks and the incentives for confident guessing.
"The authors examined ten major AI benchmarks, including those used by Google, OpenAI and also the top leaderboards that rank AI models. This revealed that nine benchmarks use binary grading systems that award zero points for AIs expressing uncertainty.
" ... When an AI system says “I don’t know”, it receives the same score as giving completely wrong information. The optimal strategy under such evaluation becomes clear: always guess. ...
"More sophisticated approaches like active learning, where AI systems ask clarifying questions to reduce uncertainty, can improve accuracy but further multiply computational requirements. ...
"Users want systems that provide confident answers to any question. Evaluation benchmarks reward systems that guess rather than express uncertainty. Computational costs favour fast, overconfident responses over slow, uncertain ones."
=
My comment: "Fast, overconfident responses" sounds a bit similar to "bullshit", does it not?
#ChatGPT #LLMs #SoCalledAI

@chris@mstdn.chrisalemany.ca
2025-09-24 18:57:15

Given the chance, I think her words could resonate in a Provincial election against both the David Eby #BCNDP and the Rustad #BCConservatives (and whatever other parties happen to pop into existence).
It was nice to see a leader actually genuinely congratulate and lift up her rivals in the contest. A rarity these days in too many party leadership races!
Key lines from her speech:
"take on this province's billionaires, largest corporations, and big oil... who take far more than they give.
"democracy is in retreat around the globe, but I am encouraged to see young people in BC fighting back.”
"the BC Green Party has solutions”
"the BC NDP.. are making decisions based on scarcity and fear”
"David Eby... rolling out the red carpet for Donald Trump's inner circle of oligarchs to buy and control even more of our province”.
"The NDP's big idea… to double down on raw resource exports.... no manufacturing, no innovation, no vision for a future beyond more foreign billionaires ripping and shipping our resources while families wait for the wealth to trickle down.”
“while workers wait for fair wages and homes we can afford, the BC NDP doubles down on MAGA backed fossil fuel projects, ignores the need to obtain consent, and refuses to care for our community members”
”The horrors that we are witnessing now are the death rattle of the old world.”
"it is up to us force a new world through”
"We can build a plan to take back the public wealth that has been looted with real taxation on the ultra wealthy”
"Build on our massive advantage of renewable energy… create thousands of jobs”
"will reclaim BC's economy for working people… together we can build a resilient thriving province that respects indigenous sovereignty and our planetary boundaries.”
“we are worthy of better, and worthy of hope. When we learn to believe that again, we can win.”
@…
#BCPoli #BCGreens #CanPoli #CdnPoli #RenewableEnergy

@arXiv_csHC_bot@mastoxiv.page
2025-09-19 08:31:51

Sensing the Shape of Data: Non-Visual Exploration of Statistical Concepts in Histograms with Blind and Low-Vision Learners
Sanchita S. Kamath, Omar Khan, Aziz N Zeidieh, JooYoung Seo
arxiv.org/abs/2509.14452

@primonatura@mstdn.social
2025-10-04 11:01:00

"AI-powered oil spill prediction system can improve emergency response accuracy by up to 25%"
#AI #ArtificialIntelligence #Technology

@midtsveen@social.linux.pizza
2025-10-11 15:25:58

Capitalism is the iron cage in which human potential withers, an economic despotism that breeds inequality, alienation, and the hollowing of community life.
#Capitalism #AntiCapitalism #Anarchism

@UP8@mastodon.social
2025-09-11 16:31:52

🪛 Tricking LLM-Based NPCs into Spilling Secrets
#llm #ai

Image showing a graph of components,  on the left a player with arrows pointing to and from a box labeled game world;  the top link says "Prompt Injection" and has a picture with a bomb next to a UI box and "Revealed or Not?" which has chat bubbles with ... and a lock,  one with a red X on it and the other without it.  An NPC character is the game world together with an identical chat bubble with the other two that says NPC's secret,  below that is an icon for a command line prompt that says "S…
@unchartedworlds@scicomm.xyz
2025-10-20 06:19:02
Content warning: "austerity", "integration", UK

Good piece from Nesrine Malik.
"The supposedly unifying thread of all these new policies is “integration”: this mythical concept that has taken on the quality of a religious ideal. ... It depends upon the children’s centre that links parents to others in the community and pools advice and resources. It depends on the libraries that provide literature and history and local knowledge. It depends on youth clubs and midwife visits and community centres and public-sector workers ...
"Yet all of these services have been hollowed out by years of austerity, pushing people back into their own small networks and atomised lives."
I'm remembering when one of the Nottingham leisure centres was closed, a youth worker explaining that the youth club there had been neutral ground for local kids from different areas to be able to hang out safely. I think it's unlikely the benefits of that had been costed in when the council decided to close the place. Even purely economically, I think it was a false economy, let alone quality of life and community-building.
#austerity #migration #integration #LabourParty #UKLaw #UKPol #libraries #LeisureCentres #ThirdSpaces #citizenship