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AI Makes the Easy Part Easier and the Hard Part Harder

https://www.blundergoat.com/articles/ai-makes-the-easy-part-easier-and-the-hard-part-harder
1•birdculture•46s ago•0 comments

Show HN: Fine-tuned Qwen2.5-7B on 100 films for probabilistic story graphs

https://cinegraphs.ai/
1•graphpilled•1m ago•0 comments

A failed wantrepreneur's view on common startup advice

https://developerwithacat.com/blog/202602/startup-advice/
1•mmarian•1m ago•0 comments

Show HN: BestClaw Simple OpenClaw/MoltBot for non tech people

https://bestclaw.host/
1•nihey•2m ago•0 comments

AI is making me anxious and stupid

https://tom.so/posts/ai-is-making-me-anxious-and-stupid
1•tomupom•5m ago•0 comments

Show HN: Real-time path tracing of medical CT volumes in the browser via WebGPU

https://grenzwert.net/
1•MickGorobets•9m ago•1 comments

United States – Crypto Scam Help – Intelligence Cyber Wizard Safe Guide

1•Forensics•12m ago•0 comments

What to Do After a Crypto Scam (USA) Intelligence Cyber Wizard Explained

1•Forensics•12m ago•0 comments

The Physics of 588: A 17.64μm Isolation Barrier Strategy for 5nm Process

https://github.com/eggpine84-del/NHE-CODING
1•eggpine84•13m ago•0 comments

My Eighth Year as a Bootstrapped Founder

https://mtlynch.io/bootstrapped-founder-year-8/
1•mtlynch•14m ago•0 comments

Data Modelling Open Source

https://github.com/sqlmodel/sqlmodel
1•Sean766•17m ago•0 comments

Mid-life transitions

https://blogs.gnome.org/chergert/2026/02/06/mid-life-transitions/
2•pabs3•17m ago•0 comments

My Airships – My "No. 9," the Little Runabout

https://en.wikisource.org/wiki/My_Airships/Chapter_22
1•interstice•18m ago•0 comments

Show HN: Portview, A diagnostic-first port viewer for Linux (~930 KB, zero deps)

https://github.com/Mapika/portview
3•Mapika•18m ago•0 comments

Show HN: Claude has a compiler, I have SlopScript

https://slopscript.netlify.app/
1•hiten_sharma•21m ago•0 comments

Context Is Part of the Game

https://joy.pm/context-is-part-of-the-code/
1•rafadc•22m ago•0 comments

Dave Farber has passed away

https://lists.nanog.org/archives/list/nanog@lists.nanog.org/thread/TSNPJVFH4DKLINIKSMRIIVNHDG5XKJCM/
9•vitplister•22m ago•1 comments

Researchers find brain mechanism behind 'flashes of intuition'

https://medicalxpress.com/news/2026-02-brain-mechanism-intuition.html
1•pseudolus•25m ago•0 comments

Extracting Xcode's Claude Code Prompt

https://www.jackpearce.co.uk/posts/extracting-xcodes-claude-code-prompt
1•jkpe•25m ago•0 comments

AI is not another abstraction because god plays dice

https://rakhim.exotext.com/ai_is_not_another_abstraction_because_god_plays_dice
2•freetonik•26m ago•0 comments

Show HN: Tandem – An open-source, local-first AI workspace (Rust and React)

1•frumu•29m ago•0 comments

Show HN: AI Perks – A curated list of free AI credits and deals for developers

https://www.getaiperks.com/en
1•artluko•29m ago•0 comments

Why E cores make Apple Silicon fast

https://eclecticlight.co/2026/02/08/last-week-on-my-mac-why-e-cores-make-apple-silicon-fast/
2•ingve•29m ago•0 comments

Show HN: Google Maps but for your repo (Open Source)

https://github.com/zacharykapank/repomap
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Djevops: Host Django on Bare Metal

https://github.com/mherrmann/djevops
1•mherrmann•32m ago•0 comments

How to Destroy a Space Station

https://www.thequantumcat.space/p/how-to-destroy-a-space-station
1•verzali•33m ago•0 comments

Show HN: I built a framework to benchmark LLMs on System Design and Architecture

https://github.com/Ruhal-Doshi/hld-bench
1•ruhal•33m ago•0 comments

What do you expect from a Turkey-based hosting provider?

1•dpnet•33m ago•0 comments

Why Files Are Not Enough as Memory for AI Agents

https://medium.com/versanova/why-files-are-not-enough-as-memory-for-ai-agents-5a4aeca81154
2•gauravsc•34m ago•0 comments

Nabaztag: Embodiment of "IoT" that was before its time

https://nabaztag.com/archive/violet
1•simonjgreen•38m ago•0 comments
Open in hackernews

Silicone bakeware as source of human exposure to cyclic siloxanes

https://www.sciencedirect.com/science/article/pii/S0304389425025105
39•shaggie76•4mo ago

Comments

revx•4mo ago
Most parchment paper (baking paper) is silicone-coated as well, no?
29athrowaway•4mo ago
PFAS coated. Many products including floss, contact lenses, tampons, weatherproof gear also.
windexh8er•4mo ago
"In February 2024, the FDA announced that substances containing PFAS used as grease-proofing agents on paper and paperboard for food contact use are no longer being sold by manufacturers into the U.S. market." [0]

[0] https://www.fda.gov/food/process-contaminants-food/authorize...

OutOfHere•4mo ago
They could be sitting on ten years of supply.
windexh8er•4mo ago
We learned around 2020 that wasn't the case.
OutOfHere•4mo ago
Did we? 2020 data is useless and irrelevant anyway since the governmental efforts to stop its production came later, corresponding with industry efforts to bulk up its production before the governmental pressure took effect.
windexh8er•4mo ago
A fascinating display of confidence unburdened by evidence. Basically the intellectual equivalent of arguing that gravity “probably took a few years to kick in.”

Are you actually saying that companies were predicting government regulation years in advance and preemptively cranking out bulk PFAS-coated paper just in case? Because, of course, that’s what every industry does: mass-produce soon-to-be-banned chemicals for fun and profit.

OutOfHere•4mo ago
If you use an air fryer oven, not a regular air fryer, you no longer need parchment paper except if heating very small items. You can use aluminum foil just fine if really needed.
Full_Clark•4mo ago
> Repeated baking shows a steady decline in migration and emissions, suggesting depletion of siloxanes in the products over time.

I wonder what the fall-off curve looks like for siloxane transfer out of the bakeware. If e.g. 70% of it comes out in the first 15 baking cycles, there could be a reasonable path to massively reducing exposure from this source. Just cook a few sacrificial recipes on new bakeware and throw them out uneaten.

windexh8er•4mo ago
This wouldn't even need to be done.

Initial wear cycles could be simulated prior to shipment.

anfilt•4mo ago
Just season some carbon steel baking pans. The seasoning is non-stick like coating. And works well enough for most things in my experience.
burnt-resistor•4mo ago
And carcinogenic as fuck. "Seasoning" is basically plastic made from burnt oil with constituents including acrylamides.

Why not cook on less toxic surfaces that are clean?

metalman•4mo ago
Acrylimides do not apear to be likely to acumulate on iron cookware, and types that may be formed in food, are not concidered probimatic. https://en.wikipedia.org/wiki/Acrylamides
anfilt•4mo ago
If your worried about acrylamides then you should not be browning any starchy foods. A lot cooking intentionally wants the Maillard reaction for flavor and texture reasons.

When it comes to seasoning carbon steel you should not be letting carbon build up. It's a bad habit. If your getting carbon build up clean it off with something coarse like salt or a metal scrubber. After that if you need to it's not hard to give a pan a quick touch up seasoning with oil. Carbon steel is much quick to touch up season than something like cast iron. Cast irons rough sand cast surface means you generally need a much much thicker seasoning layer.

You also should still clean the pan too! Modern dish washing detergents are generally not made from lye so won't strip your seasoning.

jaredhallen•4mo ago
You can smooth out a cast iron cook surface. It only tales a few seconds with a flapper wheel on an angle grinder.
marssaxman•4mo ago
Wish I'd thought of that; I spent a couple hours at it using an orbital sander, up to 320 grit. No regrets though, that pan is easily my favorite piece of cook ware.
Meatpropeller•4mo ago
Silicones are common food additives, including use as an anti-foaming agent in frying oil. If you are trying to avoid them, you may rethink having those fries next time you are at the drive through.

They are also used almost everywhere around us... shampoos, lotions, cleaning agents, cosmetics, medical implants, electronics, lubricants, etc. It seems a few ppm improves every kind of product.

altairprime•4mo ago
What is the ppm emitted of siloxanes or silicone-equivalents from frying oil?

What is the ppm emitted rate from shampoos?

Simply declaring the presence of a contaminant in other goods is not a meaningful contribution here.

aitchnyu•4mo ago
We've been using random unbranded silicone cookware and parchment paper with air fryer. Should we switch?
bob1029•4mo ago
I use a ninja crispi these days. It's incredibly easy to clean. The food goes directly on the glass. I threw away their plastic tray thing the moment I found it in the packaging.
rendaw•4mo ago
Is cyclic siloxanes the same as cyclosiloxane?

I thought silicone was recommended over plastics/nonstick/etc because it's inert and chemically simple. The wikipedia says that cyclosiloxane is volatile, often used as a solvent, and evaporates.

Since it declines over time, it doesn't seem to be the result of normal wear/tear of the bakeware which does suggest it's something added during the manufacturing process. I've heard of doing an initial bake of silicone bakeware to remove factory stuff...

So is silicone as a cooking material actually fairly complex, new, and not as well understood as I thought (similar to plastics)? Or is this an avoidable manufacturing thing.

Also they mention "concerns", but I couldn't find any known health risks. Is this similar to microplastics, where it could be an issue but it isn't clear yet? Or are they known to be harmful?

flowerthoughts•4mo ago
I'm no chemist.

They were nice enough to provide repeat experiments in 3.5, figure 2. It shows the release of c-siloxane drops of dramatically after the first baking. Then it tapers off.

That suggests to me this is not a structural component, but a solvent, softener, coating or similar that sits between the structural silicone. Otherwise, I'd expect reports of the silicone molds degrading after baking. Though I guess it could be material that simply didn't mate with a polymer chain. But that doesn't jive with the (sparse) Wikipedia article [1].

This doesn't say anything about whether they are inert. If they are inert and not meant to be bound to anything, then it makes sense they'll be washed away, and that doesn't matter (in the PFAS sense, where it turns out it does eventually matter :).

The EU is looking at D4-6 because it's bioaccumulative. Canada (where this study is from) looks at D4 [2].

Overall, this looks like a very comprehensive study. Many aspects covered. I'd like to also complain that mixing "cyclic siloxane" with "c-siloxane" makes it much more difficult to search through the paper. Why not stick with one name?

[1] https://en.wikipedia.org/wiki/Cyclosiloxane

[2] https://en.wikipedia.org/wiki/Siloxane#Safety_and_environmen...

AndrewDucker•4mo ago
What effects does exposure have?