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Show HN: LlmSHAP – Multi-threaded input importance for prompts and RAG context

https://github.com/filipnaudot/llmSHAP
1•filipn9•1m ago•0 comments

The Last Algorithm

https://danielmiessler.com/blog/the-last-algorithm
1•mooreds•1m ago•0 comments

The mysterious singer with streams – but who (or what) is she?

https://www.bbc.com/news/articles/cq6v83gq66eo
1•breve•1m ago•0 comments

Why Twenty Years of DevOps Has Failed to Do It

https://www.honeycomb.io/blog/you-had-one-job-why-twenty-years-of-devops-has-failed-to-do-it
1•mooreds•1m ago•0 comments

China Is Becoming Private Equity for the World

https://danielmiessler.com/blog/china-private-equity-world
1•mooreds•2m ago•0 comments

Micron breaks ground on humungous NY DRAM fab

https://www.theregister.com/2026/01/16/micron_fab_breaks_ground/
2•bikenaga•3m ago•0 comments

An Agent for Acme (Plan9)

https://blazelight.dev/blog/plan9-agent.mdx
1•rcarmo•5m ago•0 comments

Mcpbr: Stop guessing and evaluate your MCP server against standard benchmarks

https://github.com/greynewell/mcpbr
3•captradeoff•5m ago•1 comments

Antarctica: Alien Secrets Beneath the Ice, a Documentary by Linda Moulton Howe

https://web.archive.org/web/20120516073202/https://www.endoftheworld2012.net/apps/blog/entries/sh...
1•vinyasi•6m ago•0 comments

Show HN: PrinceJS – Now with OpenAPI, Zod Validation, and Built-In Middleware

1•lilprince1218•6m ago•0 comments

Execution Eats Strategy for Breakfast

https://notes.philippdubach.com/0006
1•7777777phil•9m ago•0 comments

DuckDB: Larger-Than-Memory Workloads

https://duckdb.org/docs/stable/guides/performance/how_to_tune_workloads
2•tosh•12m ago•0 comments

TubeReader – Read YouTube instead of watching it

https://tubereader.org/
1•anurzhynskyy•13m ago•1 comments

Show HN: RandomForestGenerator – CSV to ML in the browser, but local

https://jonaraphael.github.io/RandomForestGenerator/RFG.html
1•jonaraphael•14m ago•0 comments

Gradient.horse

https://gradient.horse/
2•cainxinth•14m ago•0 comments

Show HN: Zig parser in ~70 lines of JavaScript

https://github.com/cztomsik/tokamak/blob/0c61e07835e7e32a3270df7815f84611147f1770/docs/zig-parser.js
2•cztomsik•15m ago•0 comments

The Dawn of the Renaissance Developer

https://thekernel.news/articles/dawn-of-the-renaissance-developer/
2•saikatsg•17m ago•0 comments

Report Says AI That Hallucinated a Cop into a Frog Is Making Utah 'Safer'

https://www.techdirt.com/2026/01/16/report-says-ai-that-hallucinated-a-cop-into-a-frog-is-making-...
1•hn_acker•18m ago•1 comments

Show HN: ctx – Reusable context packs for coding agents

https://github.com/vladisov/ctx
1•vladisov•21m ago•0 comments

Video Analysis of ICE Shooting Sheds Light on Contested Moments

https://www.youtube.com/watch?v=D9R9dAmws6M
3•subjektivation•21m ago•0 comments

Getting a 1986 Mac Plus Online (Easy) [video]

https://www.youtube.com/watch?v=nlT8aRMm-cE
1•rcarmo•25m ago•0 comments

voyage-multimodal-3.5: a new multimodal retrieval frontier with video support

https://blog.voyageai.com/2026/01/15/voyage-multimodal-3-5/
2•fzliu•26m ago•0 comments

Rust's Culture of Semantic Precision

https://www.alilleybrinker.com/mini/rusts-culture-of-semantic-precision/
1•todsacerdoti•27m ago•0 comments

2026 Pennsylvania Health Insurance Outlook

https://www.reddit.com/r/antiwork/s/RKSoJvplUP
1•bilbywilby•30m ago•1 comments

Why Can't New York Get Rid of 2-Person Subway Crews?

https://reason.com/2026/01/17/why-cant-new-york-get-rid-of-2-person-subway-crews/
2•mhb•30m ago•0 comments

WhatsApp Took over the Global Conversation

https://www.newyorker.com/magazine/2026/01/19/how-whatsapp-took-over-the-global-conversation
2•romanovtexas•31m ago•0 comments

Sen. Bernie Sanders slams Mehmet Oz for praising robot ultrasounds in Alabama

https://thehill.com/homenews/senate/5693814-sanders-oz-robots-ultrasounds-alabama/
3•taimurkazmi•31m ago•0 comments

Nano Banana Pro-Studio-Quality AI Image GeneratorNano Banana Pro

https://bananapro.pro/
1•guowuzong•34m ago•1 comments

Alternatives to MinIO for single-node local S3

https://rmoff.net/2026/01/14/alternatives-to-minio-for-single-node-local-s3/
1•birdculture•34m ago•0 comments

One can mock the righteous, but Google won't index it

https://philip.greenspun.com/blog/2026/01/17/one-can-mock-the-righteous-but-google-wont-index-it/
1•mhb•35m ago•0 comments
Open in hackernews

2025 was the third hottest year on record

https://www.economist.com/science-and-technology/2026/01/14/2025-was-the-third-hottest-year-on-record
113•andsoitis•1h ago

Comments

magneticnorth•1h ago
https://archive.ph/KVTqO
andsoitis•1h ago
Related: Earth is warming faster. Scientists are closing in on why (https://www.economist.com/science-and-technology/2024/12/16/...)
vlovich123•1h ago
I’m amused that the argument is that we are in a Mr Burns position where different kinds of pollution we were emitting was balancing out and somehow fighting pollution is the reason global warming is worse? While I’m sure it has some effect, the amount of co2 we pump out every year as a species is insane. The effect of ship pollution mitigating that is marginal at best
pitched•49m ago
Some systems pulling the average up and some pulling down but the average of them is net up. I wonder though if it would have been better or worse for us if the net change ended up negative (dropping temps every year) instead. Probably worse, right?
mirekrusin•43m ago
Are you sure? There is a lot of it https://www.shipmap.org
greygoo222•25m ago
Stratospheric aerosol injection is the leading geoengineering proposal for a reason. If you have well-supported reasons to be skeptical, you should share it, but just saying "idk doesn't sound right to me" isn't convincing.
EA-3167•8m ago
The amount of aerosol you need to I next is enormous, it needs to be sprayed at an altitude higher than realistic means of injection are feasible, and it has to be done in a way that doesn’t produce so much CO2 that it defeats the point.

Can you imagine an extant tech that can come close to doing that at the required scale? I can’t.

pitched•59m ago
https://archive.ph/jXcuJ
card_zero•28m ago
Why: reduced albedo (less reflective clouds) because ships don't have so much sulphur in their fuel any more.
terespuwash•1h ago
A change in attitudes is not enough. Structural change is needed to reduce our greenhouse gas emissions. Currently, the population is unable to achieve results.
__MatrixMan__•1h ago
Agreed.

Our ecological goals are to make biosphere damage scarce, but our economic practices aim to make scarce things plentiful. We need something to balance out the effects of scarcity-based economics.

evolve2k•58m ago
In the very fun board game ‘Evolution : Climate’ you “breed” animals designed to survive the climate conditions on the board. One strategy is to switch to breeding ‘carnivores’ that then can feast on the creations of other players. They downside tho is that once other players evolve their animals to have carnivore protections (fight back, scales, protective shells etc) the carnivores start to quickly starve and that player must quickly change out of this eat everything strategy back to a more sustainable strategy.

In a similar way I think what works is to push back against growth only and growth at all costs approaches and back practises and models and communities that are working in other ways.

__MatrixMan__•53m ago
The trouble is, when I receive my paycheck, it just comes as "dollars". I don't know whether my employer got them by providing services to communities which are working in other ways, or whether they come from more nefarious behavior--and I have no way to refuse one sort but accept the other.

The kind of community action you're describing happens, but we need to find ways to help it scale.

matthewdgreen•28m ago
The population is achieving results. Most of these results are occurring in China, which has begun an unimaginably huge deployment of renewables and nuclear. Europe is also making progress. The rest of Asia will go next, and then (as it develops industrially) so will Africa. Even parts of North America will quickly electrify: for example, Canada just agreed to reduce tariffs on Chinese EVs to 6% from 100%.
cryptoegorophy•1h ago
Is there a real practical solution to this? It seems like all proposed solutions in last 40 years are a drop in the ocean, or just a money grab scams. Only thing that really worked for such global scale is the ozone layer repair. Global warming/climate change I guess we should just accept it and adapt?
hasley•55m ago
What about poor people that live in areas in the world that will become completely uninhabitable?
jl6•36m ago
Before areas become completely uninhabitable, we will see areas become increasingly stressed: heat waves, more extreme weather events, poorer crop yields, depleting aquifers.

Stress increases conflict risk. Fights for essential resources (land, water, food, shelter) will break out long before those essential resources are completely gone.

If we skip past the immense suffering and death part, we will probably end up on a planet where national borders have been redrawn by war and desperation, and a smaller population that lives in more northerly climes.

coryrc•36m ago
It's going to happen, so that's exactly what we should be prepared for.

I'm sad all ocean megafauna are going to be extinct.

CGMthrowaway•17m ago
Perhaps they are part of the depopulation agenda.
jandrese•7m ago
Our politicians are already thinking about them, which is why they are cracking down on immigration and generating relentless propaganda demonizing refugees and asylum seekers.
__MatrixMan__•4m ago
Are you sure the whole world won't become completely uninhabitable? It's not like we have a trial earth to test this out on.
wat10000•53m ago
Technologically practical? Certainly. Kick renewables and electrification into high gear. Treat it like the emergency that it is.

Politically practical? Not a chance. It was already a major struggle a decade ago when the political climate was much more favorable to addressing the problem. Now, even the countries that want to do something about it are going to be more concerned about more immediate threats like being invaded.

Our best hope is that green technology quickly gets to the point where it so heavily outcompetes CO2-emitting technology that the latter disappears on its own. But this will take longer than it should.

ltbarcly3•51m ago
I'm not sure what we should do, it's very hard to determine what minimizes harm and maximizes benefits at a global scale. It's certainly not as simple as extremists would like to believe. Certainly it would be much (MUCH) less risky to slow warming as much as possible and maintain constant or slowly reducing CO2 levels.

I think from the standpoint of predicting what will happen, my best guess is that people will use fossil fuels until it is economically not viable to do so. If you want hasten it at an individual level, buy solar panels and have your house disconnected from the grid until fees you pay no longer subsidize fossil fuels. Frown at people and refuse to give them positive social cues when they buy a car that isn't electric. Instead of "oh nice car" just say "it would be so cool if they had a plugin version!". Support electrification of things like heat and water heating so long as it can be powered by non-fossil sources.

In the long run I think solar power, effective battery technology, and the peaking of the global population combine to cause fossil fuel usage to reduce over the next 100 years or so until CO2 levels stabilize. Lots of large CO2 emitters are already leveling off - the output is too high to sustain but at least it's no longer increasing year over year - such as from cement production.

Honestly it's not much but that's what you can do, larger social movements and political action do not work when someone's decision is whether to spend $800 a month or $100 a month to heat their house. Anyone who says it does should buy a thermometer, but instead they will get a plane ticket to the next big city to run around in the street yelling at police (literally the only people paid to not care about your slogans) while nobody really notices.

tantivy•38m ago
Electric cars are the savior of the auto industry, not of the climate. It needs to become viable for most people to get around without cars at all. The intensity of their resource consumption, both for manufacture and for infrastructure, independent of their fuel source, cannot scale up for the world population.
Projectiboga•31m ago
Were you aware that the last time the planet was estimated to have co2 levels over 420ppm the global temperature was 10 degrees Celsius warmer overall? This is the global equilvant of being locked in a car in a sunlit parking lot.
ivan_gammel•24m ago
If we are in overshoot scenario even reducing emissions may not be enough. There are warming gases currently trapped in permafrost, the natural carbon storage capacity is very dynamic, so global warming may target new (worse) equilibrium beyond what we think we can achieve in best case scenario.
idiotsecant•41m ago
As with most difficult problems, this is a messy political problem, not a technical one. There is zero chance we avoid 1.5C gain. The best you can do is make life decisions for yourself to make your lifetime as comfortable for you as you can, assuming it will happen. I started doing that 5 years ago.
chickenimprint•34m ago
The real practical solutions are trivial, the politics are not. It's a collective action problem, where the US is one of the actors.
johannes1234321•32m ago
Yes, we got to adapt, we won't cool it down and "repair" what is broken.

However we can slow down the effects and try to stop the effects. So it's "only" 1.5° or whatever, not 3°, 5° or 10°. And if we raise average by 10° at least not by the years 2100, but 2200 to give time to adapt.

"Adapting" means resettling people, restructuring agriculture and food production, etc.

(All numbers are quite arbitrary picks, just as any goal one tried to set before)

mempko•21m ago
Look at the degrowth movement. There are solutions but nobody, especially the leadership, are going to like them.
CGMthrowaway•18m ago
Nobody has to "like" them. The centralized command and control structure is mostly in place to just force them down everyone's throats. Once we have centralized digital currency it will be a foregone conclusion
doktor2un•58m ago
I’d love to see the raw data.
rwmj•53m ago
https://cds.climate.copernicus.eu/datasets
doktor2un•36m ago
No raw data there just post processed data. Give me the raw data.
ori_b•22m ago
Petabytes of it around. Here's a small sunset: https://www.earthdata.nasa.gov/

Would you like more, or do you plan on analyzing the first few petabytes first?

tonymet•11m ago
He means the original recordings. There were no digital recordings in 1880. Different apparatus, different methods. That’s the point
dpkirchner•9m ago
They can speak for themselves, you and I don't really know what they want, or what they think counts as "raw" data.
ori_b•8m ago
Ah, so a painfully obvious attempt at moving goalposts and showering people with bullshit.
Certhas•46m ago
There are tons of raw data available freely and publicly. In my estimation, there is no comparable scientific discipline with a better curated data environment.

What exact raw data would you want? I am sure ChatGPT can throw together some python that will download the relevant data.

idiotsecant•39m ago
You are capable of operating Google, right?
foltik•38m ago
Here's a raw table in .txt format from NASA

https://data.giss.nasa.gov/gistemp/graphs/graph_data/Global_...

doktor2un•36m ago
That’s useless.
foltik•20m ago
Hah. Shall I present it to you on a silver platter then?

If you read the NASA page, they explicitly cite GHCNd, a raw surface temperature and precipitation dataset that goes back quite far. There's many other similar datasets you can find if you're willing to look.

Check out the readme for the csv format description, and /by-year for the raw rows:

https://www.ncei.noaa.gov/pub/data/ghcn/daily/

tonymet•14m ago
That’s not the raw data. The original recordings were made by merchants on parchment. They measured the volume of water in a wooden box, to set the buoyancy for their loads
mempko•19m ago
And what will you do with the raw data? Are you trained in processing and interpreting it? How good is your math?
vaylian•55m ago
Whenever you hear a politician say "carbon neutral by 2050", interrupt them. The real goal is to avoid getting too far over 1.5 degrees warming. We need to avoid reaching tipping points that will cause non-recoverable damage to the earth system. The year 2050 is meaningless. Actual global average temperatures is what should be measured.
threethirtytwo•37m ago
A couple years back I saw articles about how we're basically less than a year from the tipping point.

Then nothing.

My guess is we passed the tipping point. It's inevitable by now.

mistrial9•30m ago
Berkeley Earth berkeleyearth.org › home › global temperature report for 2023 Global Temperature Report for 2023 - Berkeley Earth

February 29, 2024 - 2023 was the warmest year on Earth since direct observations began, and the first year to exceed 1.5 °C above our 1850-1900 average. ...

Eddy_Viscosity2•17m ago
2050 is not meaningless. Its close enough to feel like its achievable but far enough away that you can put off immediate action and still feel there is time to get it done. Reminds of the lyrics of the spirit of the west song:

It's a ways outside of town

But the distance has its uses

Close enough to make the effort

Far enough to make excuses.

https://www.youtube.com/watch?v=jZXgl5KxUQY

Faaak•13m ago
Even if we stop all emissions right now, we'll exceed the 1.5C target, so...
linohh•52m ago
Third hottest year on record, so far.
tonymet•47m ago
the article is particularly dodgy. “On record” is a crime. They hint at it being satellite recordings since the 1970s.

The Economist used to be a good publication until McElthwaite left for Bloomberg about 10-12 years ago.

foltik•35m ago
This isn't some big conspiracy. "On record" is since recordkeeping began in 1880.

https://science.nasa.gov/earth/explore/earth-indicators/glob...

tonymet•28m ago
Ok, so why not just be specific? “On record” usually means since we started recording history , at least 5k years ago.

And have you looked into the records? satellite surface temps and high resolution recording have not been around for very long. 1880 methods were very crude and narrowly scoped.

IshKebab•23m ago
Uhm obviously. It would be difficult to have a year from the future on record wouldn't it?
tonymet•52m ago
Because “3rd hottest year since the 1970s” didn’t get as many clicks.
foltik•40m ago
Uh, no, it’s the 3rd hottest year since 1880. You can click “Download Data” and look the table yourself.

https://science.nasa.gov/earth/explore/earth-indicators/glob...

tonymet•35m ago
Funny they don’t mention it. And how many satellites were making observations in 1880?
azan_•27m ago
If you initially make factually wrong comment then you should at least apologize and say that you are sorry for being wrong, not keep pushing your agenda further.
tonymet•24m ago
it’s right about the article.
gwbrooks•40m ago
I can't think of a single time in history that humanity responded to a threat in a fully coordinated manner. Maybe this is the first time, but the incentive stack from the individual voter all the way up to geopolitical grand strategy argues against it.

Trying to tell poor nations to remain poor -- or telling rich nations to consume less -- is a losing game. There's evidence that as societies get richer, their populations demand cleaner air, water, etc. And, as another commenter mentioned, a realistic hope is that the whole green-tech stack matures to the point where it can compete on price.

We'll either make lower-carbon/lower-warming solutions work at near-market rates, in a way that allows personal and national economies to grow, or it'll just be talk for the next 50 years as well.

IshKebab•24m ago
Banning CFCs. But that didn't require giving anything up really so it was an easier sell.