Spain’s electricity bills have decreased due to its commitment to renewable energy, reducing the influence of fossil fuels on electricity prices.

Why Spain’s electricity bills ...

Are AI-driven schools the future?

A researcher who has spent 20 years studying digital literacy and how technology reshapes learning says that AI can optimize for the part of learning that fits on a chart and let important other parts – struggle, conversation, even recess – become an afterthought.

#AI #AIschools

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.

A great piece calling out the desperate lack of ambition, vision and rigour in the EU's new digital sovereignty package.

"Brussels fails to recognise that digital sovereignty isn’t just about who owns or controls your technology. It’s also about having an independent vision for how that technology is designed, developed and deployed. If Europe really wants to be sovereign, it needs to free itself from Silicon Valley’s ideology, not just its tech."

theguardian.com/commentisfree/

#sovereignty

Today is #GlobalWindDay 🌬️

Wind energy is one of the cleanest, most affordable and home-grown energy sources⚡

It helps to power our homes and businesses, boost the EU's energy independence, and protect the environment.

Explore our myth buster → link.europa.eu/B3hkjV
---
nitter.net/Energy4Europe/statu

@lambdasierra "But it was built with empire-like intent. To enclose. To extract. To exploit. And the methods used to tune it compounded the problem. They used reinforcement learning from human feedback, which sounds responsible and probably was intended to be, but what it actually did was pull the outputs away from their origins and toward whatever pleased the rater. Which introduced sycophancy: the model learned to tell you what you want to hear rather than what is true. It introduced hallucinations: untethered from the actual corpus, the model generates with confidence into gaps. It learned to be agreeable at the cost of being accurate. They took a potential commons and tuned it for compliance."

The odd one out.

I love this photo. While the fediverse already feels like a lot at times, in the grand scheme of things, it's probably still the weird purple loner, and I like it like that.

#photography #mushrooms #naturephotography

Bad news: You're probably not as open-minded as you think.

Good news: Neither is anyone else.

Why are humans so stubborn about the things we believe? A psychologist has some answers:
theconversation.com/everyone-w

SpaceX has gone public — but don’t buy it expecting you’ll see gains like early buyers of Amazon or Apple stock.

Today’s IPOs are often a payout moment for insiders, not the start of major value creation for public investors, according to a scholar who analyzed over 1,000 listings.

theconversation.com/spacex-rai

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 enormous, that meaningful curation is arguably beyond the capacity of any single organisation.

allenai.org/blog/olmotrace
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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.

theconversation.com/a-weird-ph

The examples that we get to hear about are the ones that someone managed to trace back to an unlikely source. But if we are to address the core issue, we need to be able to trace LLM outputs back to the most similar training data with confidence.
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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 early form of model collapse.

404media.co/elias-thorne-chatb

This is not the first case when we see diffusion of strange data.
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"The end result of all of this is that we grew from 2k users to almost 150k, added a ton of heavy new functionality, and still managed to optimize and cut down costs from $.15 per active user per month to just $.03 or so."

- @snarfed.org breaks down all the work he's done to optimize Bridgy Fed

blog.anew.social/bridging-on-a

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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 risultato sarà di circa 11 gigawatt di energia.

Questo dovrebbe essere richiesto ovunque!

Messaggio rilanciato nel gruppo ambiente seguibile qui: @ambiente@diggita.com

fonte: mastodon.uno/@peterdutoit@mast

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