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Anthropic's team cut ad creation time from 30 minutes to 30 seconds

https://claude.com/blog/how-anthropic-uses-claude-marketing
1•Brajeshwar•1m ago•0 comments

Show HN: Elysia JIT "Compiler", why it's one of the fastest JavaScript framework

https://elysiajs.com/internal/jit-compiler
1•saltyaom•2m ago•0 comments

Cache Monet

https://cachemonet.com
1•keepamovin•2m ago•0 comments

Chinese Propaganda in Infomaniak's Euria, and a Reflection on Open Source AI

https://gagliardoni.net/#20260208_euria
1•tomgag•3m ago•1 comments

Show HN: A free, browser-only PDF tools collection built with Kimi k2.5

https://pdfuck.com
2•Justin3go•5m ago•0 comments

Curating a Show on My Ineffable Mother, Ursula K. Le Guin

https://hyperallergic.com/curating-a-show-on-my-ineffable-mother-ursula-k-le-guin/
2•bryanrasmussen•11m ago•0 comments

Show HN: HackerStack.dev – 49 Curated AI Tools for Indie Hackers

https://hackerstack.dev
1•pascalicchio•18m ago•0 comments

Pensions Are a Ponzi Scheme

https://poddley.com/?searchParams=segmentIds=b53ff41f-25c9-4f35-98d6-36616757d35b
1•onesandofgrain•24m ago•7 comments

Divvy.club – Splitwise alternative that makes sense

https://divvy.club
1•filepod•25m ago•0 comments

Betterment data breach exposes 1.4M customers

https://www.americanbanker.com/news/1-4-million-data-breach-betterment-shinyhunters-salesforce
1•NewCzech•26m ago•0 comments

MIT Technology Review has confirmed that posts on Moltbook were fake

https://www.technologyreview.com/2026/02/06/1132448/moltbook-was-peak-ai-theater/
2•helloplanets•26m ago•0 comments

Epstein Science: the people Epstein discussed scientific topics with

https://edge.dog/templates/cml9p8slu0009gdj2p0l8xf4r
2•castalian•26m ago•0 comments

Bambuddy – a free, self-hosted management system for Bambu Lab printers

https://bambuddy.cool
2•maziggy•31m ago•1 comments

Every Failed M4 Gun Replacement Attempt

https://www.youtube.com/watch?v=jrnAU67_EWg
3•tomaytotomato•31m ago•1 comments

China ramps up energy boom flagged by Musk as key to AI race

https://techxplore.com/news/2026-02-china-ramps-energy-boom-flagged.html
2•myk-e•32m ago•0 comments

Show HN: ClawBox – Dedicated OpenClaw Hardware (Jetson Orin Nano, 67 Tops, 20W)

https://openclawhardware.dev
2•superactro•34m ago•0 comments

Ask HN: AI never gets flustered, will that make us better as people or worse?

1•keepamovin•34m ago•0 comments

Show HN: HalalCodeCheck – Verify food ingredients offline

https://halalcodecheck.com/
3•pythonbase•37m ago•0 comments

Student makes cosmic dust in a lab, shining a light on the origin of life

https://www.cnn.com/2026/02/06/science/cosmic-dust-discovery-life-beginnings
1•Brajeshwar•39m ago•0 comments

In the Australian outback, we're listening for nuclear tests

https://www.abc.net.au/news/2026-02-08/australian-outback-nuclear-tests-listening-warramunga-faci...
6•defrost•39m ago•0 comments

'Hermès orange' iPhone sparks Apple comeback in China

https://www.ft.com/content/e2d78d04-7368-4b0c-abd5-591c03774c46
1•Brajeshwar•40m ago•0 comments

Show HN: Goxe 19k Logs/S on an I5

https://github.com/DumbNoxx/goxe
1•nxus_dev•41m ago•1 comments

The async builder pattern in Rust

https://blog.yoshuawuyts.com/async-finalizers/
2•fanf2•42m ago•0 comments

(Golang) Self referential functions and the design of options

https://commandcenter.blogspot.com/2014/01/self-referential-functions-and-design.html
1•hambes•43m ago•0 comments

Show HN: Model Training Memory Simulator

https://czheo.github.io/2026/02/08/model-training-memory-simulator/
1•czheo•45m ago•0 comments

Claude Code Controller

https://github.com/The-Vibe-Company/claude-code-controller
1•shidhincr•49m ago•0 comments

Software design is now cheap

https://dottedmag.net/blog/cheap-design/
1•dottedmag•49m ago•0 comments

Show HN: Are You Random? – A game that predicts your "random" choices

https://github.com/OvidijusParsiunas/are-you-random
1•ovisource•54m ago•1 comments

Poland to probe possible links between Epstein and Russia

https://www.reuters.com/world/poland-probe-possible-links-between-epstein-russia-pm-tusk-says-202...
2•doener•1h ago•0 comments

Effectiveness of AI detection tools in identifying AI-generated articles

https://www.ijoms.com/article/S0901-5027(26)00025-1/fulltext
3•XzetaU8•1h ago•0 comments
Open in hackernews

Supplementation with vitamin D3 reduced telomere attrition

https://www.sciencedirect.com/science/article/abs/pii/S0002916525002552
41•felineflock•1mo ago

Comments

maipen•1mo ago
Pretty good news! But also I think this study tells us that people are infact staying in doors more then they should! Our levels of vitamin D are likely really low in general otherwise we wouldn't see that much of a diference.

I bet the supplement industry is going to be splashing this study all over the internet for the next few months.

kelseyfrog•1mo ago
I go to the dermatologist and get told to avoid the sun. I follow their advice and then go to my GP. He said vit-D is low so I supplement.

It feels like a failure of communication, but who knows. I only see one Dr at a time.

juliangmp•1mo ago
I think there's quite large gap between vitamin D deficiency cause you don't get any sunlight and getting so much sunlight that it's unhealthy.
perrygeo•1mo ago
As with anything health/nutrition related, the debate gets so comically two-sided with reductionist arguments talking past each other.

Get some sunlight but don't get a sunburn. It's not rocket science.

kelseyfrog•1mo ago
I'm not sure how you square that with findings that show any increase in UV exposure is associated with all-cause mortality[1]. It would seem that in this case common sense is bad sense.

1. https://pmc.ncbi.nlm.nih.gov/articles/PMC3736750/

perrygeo•1mo ago
This is exactly what I mean. You cite a single 12-yr old study and extrapolate its conclusion to extremes.

No mention of the Swedish cohort study (Lindqvist 2016) showing sun-avoiders had 2x mortality risk over 20 years. No mention of the dozens of ecological studies showing inverse relationships between UV and many cancers.

I could go on all day. You can't just paste one link and call it settled science.

kelseyfrog•1mo ago
For your consideration a 2025 meta-analysis[1] of 73 eligible articles concludes no change to current avoidance recommendations.

You'll notice that Lindqvist 2014, 2016, and 2020 are references 77, 78, and 79 respectively. Definitely interested in what evidence would change your mind. Any chance you could describe your evidentiary bar?

1. https://pubmed.ncbi.nlm.nih.gov/41415029/

stephenbez•1mo ago
The meta analysis is inconclusive. I would not use that as evidence to back up the idea that you should avoid any UV exposure. I’d describe this as a complicated situation where reasonable people could disagree.

“”” What did we find?: Our findings are mixed. Exposure to sunlight has been reported both to increase and to decrease your risk of dying. Alongside its harmful effect on skin cancer, sunlight may help prevent other types of cancer. However, there were issues with the amount of data available, as well as the quality of some of the data that was available, so we can’t be certain about the findings. Currently, there is not strong enough evidence to alter sun exposure advice and so people should continue to follow the guidance. “””

I’m not the original poster but one thing I look at is recommendations from bodies in other countries that have more experience with the issue. During COVID I found countries that had experience with SARS had better guidance than the US.

Similarly Australia has more than 2x higher skin cancer risk. The American Academy of Dermatology recommends even people with dark skin wear sunscreen daily, even if they don’t go outside. Australia doesn’t recommend this noting the tradeoffs of having higher risk of vitamin D deficiency.

kelseyfrog•1mo ago
I'll follow the advice the next time I'm picking cherries in Australia. Until then, I'll stick to the hierarchy of evidence[1].

1. https://en.wikipedia.org/wiki/Hierarchy_of_evidence

TylerLives•1mo ago
I don't see how being in the sun could be bad for us. We've been doing it for as long as we've existed and every other form of life does it as well. Anecdotally, I feel amazing when I'm sunbathing and I feel terrible during winter when there's less sun. The only explanation I can come up with is that modern people are somehow uniquely sick so their bodies can't do what every other organism has done for billions of years.
kelseyfrog•1mo ago
The American Cancer Society seems to advise differently:

There are no safe UV rays[1].

Exposure-incidence models agree[2].

1. https://www.cancer.org/cancer/risk-prevention/sun-and-uv/sun...

2. https://pubmed.ncbi.nlm.nih.gov/25213656/

ravenstine•1mo ago
That's been my conclusion recently. While I'm sure it's true that people aren't getting enough vitamin D because they are indoors a lot, I'm not convinced you can't easily get enough of it in supplement form. If UV is only needed for vitamin D then you might as well avoid the aging effects of UV exposure and pop a pill.
amanaplanacanal•1mo ago
I don't think we know the entirety of what happens in the skin with UV exposure. We are pretty sure that vitamin D is good, and that cancer is bad, and that seems to be all that people talk about, but there are a lot more things happening that we don't fully understand.

I suspect when we know more, the best answer is going to be moderation. But it's really anybody's guess right now.

kelseyfrog•1mo ago
There are even things that we do know about but generally aren't talked about such as UV-triggered nitric oxide release[1] which moderates blood pressure among other positive effects.

I want to be clear that there being pros and cons whose relative proportions change is very different than what some other commenters seem to be implying which is closer to a threshold model of UV safety which clearly doesn't exist and is non-scientific.

1. https://www.nature.com/articles/s41598-022-13399-4

on_the_train•1mo ago
Uv rays are not safe. But not getting uv rays is also not safe. Like so many things in biology, bodies are optimized for ranges in the middle and not at the extremes.
helph67•1mo ago
I'm aware of the importance of wearing a hat (with a brim) when in sunlight, to protect scalp and ears from UV radiation. "Researchers think the three primary types of skin cancer -- melanoma, basal cell carcinoma, and squamous cell carcinoma -- are mostly caused by too much time in the sun. So it’s very important to use sunscreen or cover up if you’re going to be outside longer than 15 minutes or so." https://www.webmd.com/a-to-z-guides/ss/slideshow-sunlight-he...
didntknowyou•1mo ago
there's nothing wrong with being in the sun. but there's no denying UV rays damage the skin, accelerating the signs of ageing- hence the recommendation by dermaotlogist to avoid it.
smt88•1mo ago
I'm outside a lot, but I'm in a less sunny climate than my ancestors and have a vitamin D deficiency all year round
globular-toast•1mo ago
So you can supplement 2000IU year round without getting calcium build up? My problem with vitamin D is it's really not clear how much is safe to supplement.
dharma1•1mo ago
Always take d3 with k2
robwwilliams•1mo ago
There is at best modest support that shortened leucocyte telomeres cause differences in lifespan. Results of Mendelian randomization studies are weak and causality is uncertain. Some evidence that longer telomeres may increase cancer risk.