Tootfinder

“The Belem deal launches a voluntary initiative to speed up climate action to help nations meet their existing pledges to reduce emissions, and calls for rich nations to at least triple the amount of money they provide to help developing countries adapt to a warming world by 2035.”
This is suicide. We can’t adapt forever. Our civilization is based on 10,000 years of relatively stable climate. That climate is now changing in ways we can only guess at.
Yes we will have to adapt to what we have already done… but continuing to pump emissions into the atmosphere means we will continue to adapt to worse and worse and worse conditions until we can’t adapt anymore. No amount of money changes that.
When you can’t adapt… you die.
Canada and every provincial government is part of the problem. They are killing us now and killing our future.
#extinction #climate #climatedisaster #climateadaptation #endfossilfuels
https://www.reuters.com/sustainability/cop/cop30-talks-grind-into-overtime-eu-objects-proposed-deal-2025-11-22/

The Zipper Is Getting Its First Major Upgrade in 100 Years
By stripping away the fabric tape that’s held zippers together for a hundred years,
Japanese clothing giant YKK is designing the future of seamless clothing
https://www.wired.com/story/the-zipper-is-

The Zipper Is Getting Its First Major Upgrade in 100 Years
By stripping away the fabric tape that’s held zippers together for a hundred years, Japanese clothing giant YKK is designing the future of seamless clothing.

Burning 1000 tonnes of fossil carbon, or emitting 4000 tonnes of CO2, causes the premature death of a future person from effects of anthropogenic global warming.
It follows that for every hour that you fly, you typically steal from a future person:
- one day if you are seated in economy class
- 2 days in business class
- 4 days in first class
- 10-30 days in a private jet

The ideas that finally bubbled up to the surface in The Point of No Return last night have been festering in the back of my brain for months. Because, although it's a bit inchoate, it's only saying out loud what most of us already know.
The job now is no longer to turn the ship around. We don't have the wheel, and those who do will not listen.
The task now is to build lifeboats. To build resilient spaces in which fragments of humanity can survive.

The Point of No Return
I can't stop climate change by myself. I can't create a sustainable future for my village by myself. To do either of these things, everyone else needs to work together. But badgering people, being frustrated with people, being angry with people (and yes, I am angry — very angry — with people I know, and like, and respect, very much) doesn't motivate them to work together. My very frustration, my very sense of urgency, makes me a liability. I should stop.

Chicago is getting a place for sickos
#fedifc

Imagine ChatGPT but instead of predicting text it just linked you to the to 3 documents most-influential on the probabilities that would have been used to predict that text.
Could even generate some info about which parts of each would have been combined how.
There would still be issues with how training data is sourced and filtered, but these could be solved by crawling normally respecting robots.txt and by paying filterers a fair wage with a more relaxed work schedule and mental health support.
The energy issues are mainly about wild future investment and wasteful query spam, not optimized present-day per-query usage.
Is this "just search?"
Yes, but it would have some advantages for a lot of use cases, mainly in synthesizing results across multiple documents and in leveraging a language model more fully to find relevant stuff.
When we talk about the harms of current corporate LLMs, the opportunity cost of NOT building things like this is part of that.
The equivalent for art would have been so amazing too! "Here are some artists that can do what you want, with examples pulled from their portfolios."
It would be a really cool coding assistant that I'd actually encourage my students to use (with some guidelines).
#AI #GenAI #LLMs

This evening I have been listening to one of @… 's podcasts and thinking about my failure in trying to lead the village's planning working group, and about the cognitive dissonance underlying my Tricycle project. I suspect this essay will be a grim read; it's not well formed in my mind as I sit down to write.

:linux: Yes, I use #Secureblue #Linux

OSCAR: Orthogonal Stochastic Control for Alignment-Respecting Diversity in Flow Matching
Jingxuan Wu, Zhenglin Wan, Xingrui Yu, Yuzhe Yang, Bo An, Ivor Tsang
https://arxiv.org/abs/2510.09060

OSCAR: Orthogonal Stochastic Control for Alignment-Respecting Diversity in Flow Matching
Flow-based text-to-image models follow deterministic trajectories, forcing users to repeatedly sample to discover diverse modes, which is a costly and inefficient process. We present a training-free, inference-time control mechanism that makes the flow itself diversity-aware. Our method simultaneously encourages lateral spread among trajectories via a feature-space objective and reintroduces uncertainty through a time-scheduled stochastic perturbation. Crucially, this perturbation is projected …