tobychev @tobychev@qoto.org
Not sure what this account will be about, mostly boosting things I find interesting.
Joined Nov 2022
tobychev
boosted
Evolution works over millennia. Climate change is moving far faster.
That mismatch is killing some of the planet’s most vital ecosystems, from California’s towering redwoods to the seagrass meadows along its coast, both of which store vast amounts of carbon and support complex webs of life. #ClimateChange #ClimateCrisis #GlobalWarming
tobychev
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A milestone in March: for the first time ever, renewables provided more power on the US grid than natural gas.
In a first, renewables beat na...
tobychev
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High resolution US water table depth estimates reveal quantity of accessible groundwater. #US #grounwater #water #AI #machinelearning https://www.nature.com/articles/s43247-025-03094-3
tobychev
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En ny analys visar att EU i mars har sparat mer än 1 miljard kronor per dag på den olja och gas vi inte köpte tack vare solel – en total besparing på över 30 miljarder på en månad! ☀️ www.euronews.com/2026/04/07/a...
tobychev
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The Green Party now has over 225,000+ members.
Just to note; In December 2025, the Labour Party recorded that it had less than 250,000 members.
It's likely, based on the analysis graph (included) that the Green Party now have more members than the Labour Party have.
RE: https://bsky.app/profile/did:plc:2yp6g7aqepdbjup33qrosebv/post/3mj66ez7hos2h
tobychev
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Fun new game for art gallery visits: find all the portraits that could be valid UK passport photos
tobychev
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France is transitioning government desktops to Linux, with each ministry required to formalize its implementation plan by autumn 2026.
https://linuxiac.com/france-launches-government-linux-desktop-plan-as-windows-exit-begins/
tobychev
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tobychev
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OpenAI Backs Bill That Would Limit Liability for AI-Enabled Mass Deaths or Financial Disasters
https://www.wired.com/story/openai-backs-bill-exempt-ai-firms-model-harm-lawsuits/?utm_source=flipboard&utm_medium=activitypub
Posted into Business @business-WIRED
tobychev
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The number of #elderly inmates in #Japan has quadrupled over the past 20 years. Around a fifth of people over 65 live below the #poverty line, struggling to make ends meet. Some go to extraordinary lengths to improve their circumstances, deliberately getting caught shoplifting in the hope of landing in prison. There, they can access a secure place to live, proper meals, and medical care – basic necessities often denied to them outside.
tobychev
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Every euro spent by national governments is treated by commission as generating just €0.60 of economic activity no matter where it goes. Grid investment, education, tax cuts for the wealthy: all are logged as a net loss.
https://euobserver.com/210119/eu-fiscal-models-degrade-strong-case-for-clean-energy/
tobychev
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For no reason at all I watched the film Threads the other day.
It's a good movie. Definitely not hopeful.
https://www.youtube.com/watch?v=IUmUz8ol9Ow
tobychev
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At the same time, the “data-driven" nature of quantitative methods tends to be disjoint from morphological theory.
We took concepts known from 80s and re-conceptualised them for urban morphometrics. This leads to identification of "morphotopes" (as biotopes), the smallest morphologically homogeneous regions.
And because there's a lot of them, we have organised them into a taxonomy.
2/n
tobychev
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In the first days of December, as it became clear that the ICE invasion was a real thing that was really happening to us, as groups of us gathered swapping rumors about the kidnappings and clearly inadequate tips about phone security, we had no idea what to expect, no idea what would happen, no idea what we were going to do. As much as we’d planned, heard from other cities, tried to be ready, we had no idea.
Only one thing was crystal clear: nobody, absolutely nobody, was coming to save us.
2/
tobychev
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And because we believed that nobody was coming to save us, miraculously, the world shifted around us. Help came pouring in from everywhere. Suddenly, we were heroes?? That part still doesn’t sit well with me, the whole Nobel Prize thing, all of it. But one thing does sit well, very well: when the work fell to each of us, we all started doing it. All of us.
I’ve felt a lot of things during the ICE siege, but one thing I’ve never felt is alone.
9/
tobychev
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to be clear - what does this one extremely simple feature reflect for the user?
In the "traditional way," the user can go to a website and see an example of how to do this themselves with information that's derived from the actual values used in computation. cool.
In the "LLM way," the user has no agency, can't see why the LLM might fail because they can't see the system prompt is directly feeding in the metadata about the available fields and thus has no idea that the model is capable of being wrong about its own fucking code and so they are shown wrong fucking values.
So the cost of transforming something to the "just prompt it" modality is "it being completely fucking wrong" even when that thing is literally just a feature that refers to the program state that is entirely owned by the fucking program" - to say nothing about how that pattern of development being recursively applied to the develpoment of the tool causes it to be fucking wrong as a matter of practice.
tobychev
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California is "bending the duck curve" with batteries:
Grid batteries reach stunning new peak of 44 pct of evening demand in world’s fourth biggest economy
tobychev
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reminder that anthropic ran (and is still running) an ENTIRE AD CAMPAIGN around "Claude code is written with claude code" and after the source was leaked that has got to be the funniest self-own in the history of advertising because OH BOY IT SHOWS.
it's hard to get across in microblogging format just how big of a dumpster fire this thing is, because what it "looks like" is "everything is done a dozen times in a dozen different ways, and everything is just sort of jammed in anywhere. to the degree there is any kind of coherent structure like 'tools' and 'agents' and whatnot, it's entirely undercut by how the entire rest of the code might have written in some special condition that completely changes how any such thing might work." I have read a lot of unrefined, straight from the LLM code, and Claude code is a masterclass in exactly what you get when you do that - an incomprehensible mess.
tobychev
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Anthropic Issues Copyright Takedown Requests To Remove 8,000 Copies of Claude Code Source Code https://developers.slashdot.org/story/26/04/01/158240/anthropic-issues-copyright-takedown-requests-to-remove-8000-copies-of-claude-code-source-code?utm_source=rss1.0mainlinkanon
Not sure what this account will be about, mostly boosting things I find interesting.
Joined Nov 2022
