Trump claims he wants to lower housing costs,
but his allies in the House just axed a bipartisan bill that UNANIMOUSLY passed the Senate to do just that.
If Republicans keep blocking legislation to cut housing costs,
Democrats will pass it ourselves when we take back Congress.
https://bsky.…
Anthropic rolls out a fast mode for Claude Opus 4.6 in research preview, saying it offers the same model quality 2.5 times faster but costs six times more (Simon Willison/Simon Willison's Weblog)
https://simonwillison.net/2026/Feb/7/claude-fast-mode/
Invariant Price of Anarchy: a Metric for Welfarist Traffic Control
Ilia Shilov, Mingjia He, Heinrich H. Nax, Emilio Frazzoli, Gioele Zardini, Saverio Bolognani
https://arxiv.org/abs/2512.05843 https://arxiv.org/pdf/2512.05843 https://arxiv.org/html/2512.05843
arXiv:2512.05843v1 Announce Type: new
Abstract: The Price of Anarchy (PoA) is a standard metric for quantifying inefficiency in socio-technical systems, widely used to guide policies like traffic tolling. Conventional PoA analysis relies on exact numerical costs. However, in many settings, costs represent agents' preferences and may be defined only up to possibly arbitrary scaling and shifting, representing informational and modeling ambiguities. We observe that while such transformations preserve equilibrium and optimal outcomes, they change the PoA value. To resolve this issue, we rely on results from Social Choice Theory and define the Invariant PoA. By connecting admissible transformations to degrees of comparability of agents' costs, we derive the specific social welfare functions which ensure that efficiency evaluations do not depend on arbitrary rescalings or translations of individual costs. Case studies on a toy example and the Zurich network demonstrate that identical tolling strategies can lead to substantially different efficiency estimates depending on the assumed comparability. Our framework thus demonstrates that explicit axiomatic foundations are necessary in order to define efficiency metrics and to appropriately guide policy in large-scale infrastructure design robustly and effectively.
toXiv_bot_toot
I’m generally a fan of Mission Local, so it’s disappointing when even they echo copaganda like “The SFPD staffing crisis is real and costs the city a fortune in overtime.”
A staff shortage is SFPD’s opinion, and the linked article itself attributes the overtime cost to “potential abuse.”
That's because the government regularly underfunds SNAP. It knows that food costs more than it allows, it just chooses not to fully fund.
SNAP benefits fall short of financing healthiest diets, researchers say
https://thehill.com/policy/healthcare/5596203-snap-benefits-health-plans/
In its home market Germany 🇩🇪 , the Volkswagen ID.3 is now cheaper to buy than the Golf (€29,330 vs €29,365).
Lower operating costs and more features. Is the nostalgia of a generation holding back the breakthrough?
https://www.electrive.net/2026/01/07/vw-bi
Guardian repeats story that Venezuela's oil production low due to corruption and lack of investment.
Actually, the Maracaibo basin is beyond peak extraction so costs rising. And Orinoco oil is heavy, tarry, and hard to get (deep under the rainforest).
Of course the blockade is also part of the reason, and maybe flight of technical staff.
Oil prices fall after Trump says Venezuela will send up to 50m barrels to US | Oil | The Guardian
RE: https://cosocial.ca/@hyphacoop/115685327547429897
They likely won't like my answers. 😅
FWIW a 7B param LLM costs around 55MWh to train and test, and about 300Wh per query. Then factor that 52% of the answers are unusable, so like Lay's potato chips, NOBODY does only one prompt.
well in the UK duty on wine varies according to the alcohol percentage, so £2.44 if it is 11%, up to £3.32 if it 15%.
So given other costs the amount actually paid to the vineyard for cheap plonk can be derisory.
I do have to differ slightly about your seeming rejection of the possibility of good white wines, though agree with Tom that finding a good Chardonnay takes care, especially on my budget.
Disclaimer: I have no no wine diploma, but my dad was the Wine and Spirit Manag…
Apropos of yesterdays #vibe coding thread I do have one other observation. Looking at the #api usage stats you can clearly see how many more api calls and tokens are processed when using it this way. All those tokens can quickly add up to extra costs - my individual queries are basically noise at this poin…
Did you know that there’s a streaming movie and TV show app that costs nothing and has no ads, just need to log in with your library card (if you don’t have one you can probably get one instantly online from your local library).
Available in tons of countries as well.
https://www.kanopy.com/
WBD's board unanimously rejects Paramount's amended $108.4B acquisition offer, saying the bid still has "significant" risks compared to Netflix's $83B offer (Lucas Manfredi/The Wrap)
https://www.thewrap.com/industry-news/deal
The automotive industry’s big bet on a rapid adoption of electric vehicles — in the United States —continues to unwind.
Today, Stellantis, which owns brands like Jeep and Dodge, as well as Fiat, Peugeot, and others,
announced that it has “reset” its business to adapt to lower EV sales, which comes with a rather painful $26.2 billion (€22.2 billion) write-down.
It wasn’t that long ago that everyone was more bullish on electrification.
Even the US had relatively ambitiou…
Brooklyn is getting one of the largest battery-backed EV charging depots in the U.S.
XCharge NA and Energy Plus are building a massive site in Williamsburg with 88 charging spaces and 9.46 MWh of energy storage. It'll strengthen grid resilience while cutting electricity costs.
Goes live Q2 2026, with plans to expand the model to other major cities.
“The key reason, the ECIU says, lies in how British households use smart meters and flexible electricity tariffs. While petrol prices are broadly similar in both countries, UK electric car drivers can charge their cars overnight using cheap, surplus electricity at rates as low as 7p per kWh.”
https://www.
Yes, I will be there -The Muni Now, Muni Forever folks have an excellent proposal that improves on the Mayor's proposal, lowering costs for all but the very wealthiest and the largest, most expensive office buildings compared to what the Mayor wants to do. AND it raises more money. Why won't #MayorLurie adopt it?
Yes, I will be there -The Muni Now, Muni Forever folks have an excellent proposal that improves on the Mayor's proposal, lowering costs for all but the very wealthiest and the largest, most expensive office buildings compared to what the Mayor wants to do. AND it raises more money. Why won't #MayorLurie adopt it?
Samsung says it expects memory chip supply shortages to raise prices across the electronics industry, including potentially among its own consumer products (Bloomberg)
https://www.bloomberg.com/news/articles/2026-01-07/samsung…
As Bitcoin prices continue to plummet and electricity costs climb,
it’s become tough out there for a crypto miner.
The hash price index, which is used to determine how much revenue miners can make by mining crypto,
reached its lowest point on record this week, according to mining services company Luxor Technology.
According to Coindesk, the average cost to mine one Bitcoin is currently around $87,000
— far higher than its current going rate,
making it an e…
Zero Carbon V2X Tariffs for Non-Domestic Customers
Elisheva S Shamash, Zhong Fan
https://arxiv.org/abs/2512.07308 https://arxiv.org/pdf/2512.07308 https://arxiv.org/html/2512.07308
arXiv:2512.07308v1 Announce Type: new
Abstract: With the aim of meeting the worlds net-zero objectives, electricity trading through contractual agreements is becoming increasingly relevant in global and local energy markets. We develop contracts enabling efficient energy trading using Vehicle to Everything technology which can be applied to regulate energy markets and reduce costs and carbon emissions by using electric vehicles with bidirectional batteries to store energy during offpeak hours for export during peak hours. We introduce a contract based on the VCG mechanism which enables fleets of electric vehicles to export electricity to the grid efficiently throughout the day, where each electric vehicle has its energy consumption and exporting schedules and costs.
toXiv_bot_toot
2. “The US has too much power, nobody can possibly stand up to them” − I don’t know, dude, maybe ask to copy Canada’s notes? I am not asking for magic here; I’m just asking people to try.
3. “But standing up to a fascist US is too expensive for us” − Believe me, whatever it costs us all now (inside •and• outside the US), it will cost even more later.
Will Lewis,
the Murdoch media veteran who took over as publisher and chief executive of the Washington Post in early 2024,
announced abruptly on Saturday evening that he is leaving the company.
His departure comes just three days after the Post laid off nearly one-third of its entire staff,
citing the need to cut costs and reposition the money-losing publication.
Lewis, who did not appear on the all-staff meeting during which the cuts were announced, has faced c…
Es ist nun wieder Anfang des Monats und das heißt neue Rechnungen für die Server! Wir haben diverse Ausgaben und Moderationsarbeit nimmt leider viel Zeit, weswegen wir uns über eine kleine Unterstützung sehr freuen würden! :boost_requested:
:liberapay: LiberaPay
:paypal:
How much does it cost to run an electric car in Germany compared to a petrol or diesel car?
With home charging, it is moderately cheaper to run than a diesel car. With regular public charging, charging costs are similar to fuel costs. However, charging costs are higher with public fast charging.
#EV
Have made these kinds of commands with Puppet Resource layer - but just “require ‘puppet’” can take a second let alone all the other startup costs.
Seeing the same pattern but very fast is a whole different experience. Long way to go but feeling pretty good.
(First slow run is of course yum update)
https://
The most useless piece of information I can give you today is that a Tom Ford jockstrap as worn by @hudsonwilliamsofficial in Wonderland costs $70. The average cotton stretch jockstrap NOT designed by Tom Ford is about $18 at online retailers depending on material and composition
In the comparison of foundation models costs are important, especially for companies that want a good businesscase for their AI usage. Kimi K2 Thinking looks like a winner if you look at the price vs performance ratio.
https://artificialanalysis.ai/
Big Tech, business groups and the governor successfully gutted State Sen. Steve Padilla's attempt to protect consumers from the costs, emissions & unintended consequences of the AI data center frenzy. Big money wins again! https://
This is a good introduction to the problem of reducing energy return on investment. How it works and what implications it has.
What Are the Broader Economic Implications of Low EROI? − Question https://energy.sustainability-director
I found this an interesting view on the AI scraping and Hoovering everything disease.
This view focuses on the overhead and costs that such hoovering places on our packet carrying infrastructure.
"The hiQ Decision Legalized Infrastructure Theft - We Need a Federal Fix"
https://
Realized I could take a faster train that leaves 30 mins later and costs $38 instead of $61, and arrives only 20mins later. Changed it at the station at the very last minute; no line, no hassle. I love #trains, can you imagine trying to do that with a plane flight?
#amtrak
The Swedish energy regulator has approved standardised definitions for flexibility products. This makes it easier for suppliers and aggregators to optimise customer devices for local grid needs. The more flexibility offered through these market mechanisms, the lower the costs for all energy system users.
The fossil fuel era is ending faster than you think.
Startups like 247Solar are combining concentrating solar power with heat-storing batteries that deliver 24/7 electricity—even when the sun isn't shining. Their systems can slash carbon emissions by 95% and cut energy costs by 25% or more.
The best part? Businesses can upgrade with zero upfront costs through Energy-as-a-Service.
I strongly endorse the first part of what @tarheel said here: make plastic more expensive. Bake its human and environmental costs into the price of the products that use it.
I’m not optimistic about that happening under anything like current political conditions, but still important to note what a good idea that would be if we did it.
https://mstdn.io/@tarheel/115651260261673168
State warned costs will soar as Trump admin forces it to keep failing coal plant open - Raw Story
https://www.rawstory.com/trump-coal-2674843937/
Nvidia launches the Vera Rubin platform, saying it will offer dramatic reductions in inference and training costs compared to Blackwell, across six new chips (Stevie Bonifield/The Verge)
https://www.theverge.com/tech/855412/nvidia-launches-ve…
This is the best critique of SF's Family Zoning Plan I've seen, from Fernando Martí, who knows his stuff.
“Zoning is not the primary constraint to construction today — not in SF where it costs $800,000 or more to build a unit of housing. Nor is environmental review or planning approvals. If these were the constraints to production, then we wouldn’t have tens of thousands of already approved market-rate units unable to get construction financing”
Here we have 2 ways #HisOrangeHighness is hurting people. First, the increased cost of energy to residents in the #MISO area Second, the degraded air quality, leading to health problems (and all the costs related to that)
And yet he talks about lowering the cost of energy & supports MA…
Here we have 2 ways #HisOrangeHighness is hurting people. First, the increased cost of energy to residents in the #MISO area Second, the degraded air quality, leading to health problems (and all the costs related to that)
And yet he talks about lowering the cost of energy & supports MA…
Even though they are essential workers,
#paid #care #jobs are
not “good jobs” – that is:
they generally pay low wages and don’t have benefits such as access to healthcare, paid sick days, paid leave, union protections or reti…
Es ist nun wieder Ende des Monats und das heißt neue Rechnungen für die Server! Wir haben diverse Ausgaben und Moderationsarbeit nimmt leider viel Zeit, weswegen wir uns über eine kleine Unterstützung sehr freuen würden! :boost_requested:
:liberapay: LiberaPay
:paypal:
Anthropic details how it used 16 parallel Claude Opus 4.6 agents to build a Rust-based 100,000-line C compiler, incurring ~$20K in API costs over 2,000 sessions (Anthropic)
https://www.anthropic.com/engineering/building-c-compiler
Managed charging of EVs (called 'smart charging' in Europe) could save California $5 - 18 billion on distribution grid upgrades by 2040. Increased electrification (transport, buildings) offsets increased infrastructure costs by -0.2-4.5¢/kWh for all.
https://www.
There are many, many kinds of faux insurance products out there.
There’s short-term plans.
But more importantly, there’s also a thing called
❌ "healthcare sharing ministries",
which many people are critical of because they pose as insurance products,
when they’re really not there.
They promise a network of doctors and that you can access that network,
but often they don’t cover drugs.
Those doctors may or may not really participa…
‘Healthcare catastrophe’: GOP lets ACA subsidies expire as millions face soaring costs - Raw Story
https://www.rawstory.com/gop-healthcare-2674841239/
The $59 million price tag for
"Operation Midway Blitz"
A Tribune analysis of the Trump administration's Chicago-area immigration crackdown
provides one of the first examinations of Operation Midway Blitz’s financial impact on the federal government.
The back-of-the-envelope estimate is a conservative analysis of the full costs.
Federal officials are not eager to address the fiscal cost of
"Operation Midway Blitz"
-- the months…
RE: https://mastodon.social/@burger_jaap/116020184681893969
Local tenders for public EV charging are key to reducing charging costs for EV drivers who rely on these on-street charging options. In the Netherlands, these networks typically cost 0.29 € pe…
Amazon MGM Studio plans to develop new AI tools via its "AI Studio" to speed TV and film production and cut costs, in collaboration with AWS and LLM providers (Reuters)
https://www.reuters.com/business/media-telecom/amazon-…
#Agrivoltaics is the practice of purposefully shading agricultural crop lands with solar panels
in order to enjoy the dual benefits of solar electricity and increased food production.
A new study I
co-authored with my colleague, Uzair Jamil, found that
👍 partial shading to benefit crop production even works when the solar panels do not.
This has interesting policy ramific…
Japan faces bottlenecks in data center construction due to labor shortages and more; DC Byte says Japan's capacity has tripled to 6.8 GW in the past five years (Tsubasa Suruga/Nikkei Asia)
https://asia.nikkei.com/business/techn
A look at the informal economy of rogue streaming box resellers, who sell hardware that offers free access to sports games, cable TV, and streaming services (Janko Roettgers/The Verge)
https://www.theverge.com/streaming/873416/piracy-streaming-boxes
A profile of Obsidian, a game studio Microsoft acquired in 2018, as it seeks to expedite game development and reduce costs after releasing three titles in 2025 (Jason Schreier/Bloomberg)
Bernie Sanders: Medicare-for-all would not resemble Britain’s NHS
Medicare-for-all is not a government-run, British-style National Health Service system.
It is a government-funded universal insurance program.
Medicare-for-all would simply expand Medicare
— a program that has worked extremely well for more than six decades
— to cover every American, eliminate premiums and out-of-pocket costs,
give people the freedom to choose their doctors,
and ens…
Amazon launches its Trainium3 AI chip, claiming it is 4x faster than the previous gen and can reduce AI training and operating costs by ~50% vs. equivalent GPUs (Robbie Whelan/Wall Street Journal)
https://www.wsj.com/tech/ai/amazons-custom-chips-pose-a…
When you're a kid, you want to talk about things without your parents, teachers, principals, or (some of) your peers or siblings listening in.
You want to plan things without these people listening in, because they might try and stop you from doing them, or punish you if you succeed.
So, it's worth figuring out how to use new technologies, because the existing ones are riddled with censorship and surveillance back-doors ("parental controls") that can be deployed …
How food delivery is reshaping US mealtimes, as some users spend thousands; NRA data shows nearly 75% of 2024 restaurant orders were not eaten in a restaurant (Priya Krishna/New York Times)
https://www.nytimes.com/2026/01/30/d…
Republican messaging, after intentionally jacking up people’s health insurance costs to insane levels,
has shifted towards “uhhhh we hate insurance companies now, why are they so mean to you.”
Voters across the board are smart enough to see through that
A new investment thesis has spread through global markets at the start of 2026, as trading strategies long built on the primacy of the United States now opt for a new approach:
Sell America.
The sentiment started to take hold in financial circles after the shock of sky-high tariffs sent stocks and bonds into a tailspin last April,
but it has taken off recently as the Trump administration has pursued policies like attacks on the Federal Reserve’s independence and threats of …
Analysts and manufacturers expect smartphone, PC, and consumer electronics prices to rise by as much as 20% in 2026, as AI demand drives up memory chip costs (Song Jung-a/Financial Times)
https://www.ft.com/content/1f471189-2277-4d5d-822b-78eba6060755
Investigation: in 22 US states, Uber approves drivers with many types of convictions, such as violent felonies, that are over seven years old to keep costs low (Emily Steel/New York Times)
https://www.nytimes.com/2025/12/22/business/uber-background-chec…
Dow plans to cut 4,500 staff to save costs and will rely on AI to boost productivity, resulting in $1.1B to $1.5B in charges; it currently employs ~34,000 staff (Rob Curran/Wall Street Journal)
https://www.wsj.com/business/earnings/dow-<…
Apple expects Q2 revenue to grow 13% to 16% YoY, vs. 10% est.; it's currently constrained by iPhone processor supply and expects memory costs to rise after Q2 (Reuters)
https://www.reuters.com/business/apple-sales-p…
Framework says it is raising DDR5 RAM prices to charge $10 per GB, after a price hike earlier in December due to "substantially higher costs" amid the AI boom (Emma Roth/The Verge)
https://www.theverge.com/news/850376/framework-ram-memory-ddr5-price-hikes…