Tootfinder

America is numb to this infrastructure problem
Maryland needs to replace the Chesapeake Bay Bridge,
as everyone who has driven on it knows.
Yet construction to replace the structure is only scheduled to begin in 💥2032.
The most shocking aspect of this story is that locals aren't more shocked.

Tens of thousands of drivers cross the Bay Bridge every day. -- It’s a vital link to the Eastern Shore.
The bridge has no shoulders.
No new lanes have b…

America is numb to this infrastructure problem
The timeline for the Chesapeake Bay Bridge replacement project is an indictment of a broken system.

PSA about food labeling in the US
We have a gluten detection service dog because many things that should be gluten free/say they’re gluten free are not actually gluten free.
Stuff gets contaminated when growing (e.g. next to wheat field), by shared equipment, in factories, from packaging, during transport and in-store.
Every US consumer should know:
1. The list of ingredients on food isn't exhaustive
2. Allergen labeling:
a) limited to just some allergens
b) manufacturers don't actually have to test
c) "certified" foods are tested—but not continuously
d) testing only works with enough contamination
Some certifications may require batch-testing, but usually they don't.
A "certified gluten free" product may e.g. contain oats which sometimes are contaminated with gluten—but as not every batch is tested it's impossible to know unless you test yourself (hence the service dog).
Even if the product is properly batch-tested, you might get a part of the product that has the allergen in it, whereas the tested part didn't.
Or the threshold was too low (our dog can detect gluten better than any available lab testing equipment; yes, dogs are amazing).
Food products also contain ingredients that do not have to be included on the label when they're "incidental" (included in an another ingredient) or if they're considered part of the manufacturing process but not of the final product (e.g. various coatings on factory equipment).
Don't need to list flavors or specific spices either. ¯\_(ツ)_/¯
As for allergens, only those responsible for ~90% of food allergies* have to be specifically declared, and they're not tested for as it's simply based on the ingredients list.
Good luck if you have other allergies.
*milk, egg, egg, fish, Crustacean shellfish, tree nuts, wheat, peanuts, soybeans

Reevaluating 32 bold NFL predictions, five weeks in: Which are on target, and which deserve a do-over? https://www.espn.com/nfl/story/_/id/46512815/2025-nfl-season-evaluating-preseason-predictions-all-32-teams-updates

one of the biggest misconceptions about microchips people have is that the process is anything close to "fully automatic"
it really isn't. i mean, some operations are, but look at this video! there's a human like every other step of the process. and it's not like this is some expensive unique device. they're making mass-market LEDs by the reel

I stopped buying books (or anything, really) from Amazon years ago, when it became apparent the working conditions at their many processing centres are appalling and they were actively busting unions. I have never regretted that stance, and I have always been able to find the books, etc. I need from other sources.
I hope more authors — and big name ones too — will follow this lead.
#BoycottAmazon

"""
[…] Paradoxically, the more a population grew, the more precious it became, as it offered a supply of cheap labour, and by lowering costs allowed a greater expansion of production and trade. In this infinitely open labour market, the ‘fundamental price’, which for Turgot meant a subsistence level for workers, and the price determined by supply and demand ended up as the same thing. A country was all the more commercially competitive for having at its disposal the virtual wealth that a large population represented.
Confinement was therefore a clumsy error, and an economic one at that: there was no sense in trying to suppress poverty by taking it out of the economic circuit and providing for a poor population by charitable means. To do that was merely to hide poverty, and suppress an important section of the population, which was always a given wealth. Rather than helping the poor escape their provisionally indigent situation, charity condemned them to it, and dangerously so, by putting a brake on the labour market in a period of crisis. What was required was to palliate the high cost of products with cheaper labour, and to make up for their scarcity by a new industrial and agricultural effort. The only reasonable remedy was to reinsert the population in the circuit of production, being sure to place labour in areas where manpower was most scarce. The use of paupers, vagabonds, exiles and émigrés of any description was one of the secrets of wealth in the competition between nations. […]
Confinement was to be criticised because of the effects it had on the labour market, but also because like all other traditional forms of charity, it constituted a dangerous form of finance. As had been the case in the Middle Ages, the classical era had constantly attempted to look after the needs of the poor by a system of foundations. This implied that a section of the land capital and revenues were out of circulation. In a definitive manner too, as the concern was to avoid the commercialisation of assistance to the poor, so judicial measures had been taken to ensure that this wealth never went back into circulation. But as time passed, their usefulness diminished: the economic situation changed, and so did the nature of poverty.
«Society does not always have the same needs. The nature and distribution of property, the divisions between the different orders of the people, opinions, customs, the occupations of the majority of the population, the climate itself, diseases and all the other accidents of human life are in constant change. New needs come into being, and old ones disappear.» [Turgot, Encyclopédie]
The definitive character of a foundation was in contradiction with the variable and changing nature of the accidental needs to which it was designed to respond. The wealth that it immobilised was never put back into circulation, but more wealth was to be created as new needs appeared. The result was that the proportion of funds and revenues removed from circulation constantly increased, while that of production fell in consequence. The only possible result was increased poverty, and a need for more foundations. The process could continue indefinitely, and the fear was that one day ‘the ever increasing number of foundations might absorb all private funds and all private property’. When closely examined, classical forms of assistance were a cause of poverty, bringing a progressive immobilisation that was like the slow death of productive wealth:
«If all the men who have ever lived had been given a tomb, sooner or later some of those sterile monuments would have been dug up in order to find land to cultivate, and it would have become necessary to stir the ashes of the dead in order to feed the living.» [Turgot, Lettre Š Trudaine sur le Limousin]
"""
(Michel Foucault, History of Madness)

Lucky I set up my home server months ago... Jesus! Hardware prices are skyrocketing. Now more than ever, second-hand equipment is a more than adequate option.
#harware

Leveraging LLMs to Streamline the Review of Public Funding Applications
Joao D. S. Marques, Andre V. Duarte, Andre Carvalho, Gil Rocha, Bruno Martins, Arlindo L. Oliveira
https://arxiv.org/abs/2510.09674

Leveraging LLMs to Streamline the Review of Public Funding Applications
Every year, the European Union and its member states allocate millions of euros to fund various development initiatives. However, the increasing number of applications received for these programs often creates significant bottlenecks in evaluation processes, due to limited human capacity. In this work, we detail the real-world deployment of AI-assisted evaluation within the pipeline of two government initiatives: (i) corporate applications aimed at international business expansion, and (ii) cit…

Am I the only one who gets a little subversive thrill every time I type in my unnecessarily required birthdate as January first, 1970, knowing that somebody, somewhere, someday, maybe an AI, is going to expend a lot of effort trying to determine if a) that's my actual birthday, b) there's a bug in their signup processing, or c) I somehow hacked the web form to let me submit it without the date filled in?

While I'm not much for the law, I recognize that not everyone I talk to thinks the same way. But even if you are like me, the enormity of the list of Trump's crimes is just staggering. There really couldn't be any more clear of an illustration of the fact that there are two legal systems: one for the elite, and one for everyone else.
We all know #Trump just does crimes all the time, but it can be hard to track the enormity of it. The YouTube lawyer LegalEagle put together a list and it's pretty incredible. It's a little over 40 minutes of him rapidly listing times that Trump has violated the law during his second term (completely ignoring his first term).
#MassBlackout is a #Boycott of the American corporations that support the dictatorship. By showing
that people have the power to shut down the economy if elites don't listen, we can hit them where it actually hurts.
From now until December 2nd, do as many of these things as you can:
- Stop online or in-store shopping (except for small businesses)
- Stop work
- Stop streaming, cancel subscriptions, no digital purchases
This is one of the few times that boosting stuff on social media and doing nothing else actually *can* make a difference. Boost posts tagged with #WeAintBuyingIt, #MassBlackout, and #BlackOutTheSystem. Make sure everyone you know knows about it. Hold each other accountable to keep from spending. You may already not be spending because.... well,.. Trump has already made everything too expensive. The thing is that elites can't actually tell the difference. Spreading word, making the protest seem as big and impactful as possible is all that's really needed to fracture elites and turn them against each other. Boost, write your own post, make these tags trend on every platform you can, then do nothing.
Don't buy things, (if you can) don't work. Just stop. Refuse to participate in capitalism. This is the ultimate "fuck you, make me" because they absolutely can't make you. This is the ultimate reminder of where power actually comes from.
I've been trying to remind everyone, every day. Please do the same. Keep this opportunity at the top of everyone's mind. Keep it in your mind.
Trump is more vulnerable now than he's ever been, and there is no time in the next year that we have more power than right now. This is one of the most important parts of the year for the US economy. What you do, or don't do, right now has more of an impact than any other time.
#USPol #BlackFriday #CyberMonday