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I hacked a dating app (and how not to treat a security researcher)

https://alexschapiro.com/blog/security/vulnerability/2025/04/21/startups-need-to-take-security-seriously
275•bearsyankees•2h ago•145 comments

Embeddings Are Underrated

https://technicalwriting.dev/ml/embeddings/overview.html
254•jxmorris12•3h ago•82 comments

The Barbican

https://arslan.io/2025/05/12/barbican-estate/
179•farslan•3h ago•59 comments

RIP Usenix ATC

https://bcantrill.dtrace.org/2025/05/11/rip-usenix-atc/
62•joecobb•2h ago•7 comments

HealthBench

https://openai.com/index/healthbench/
23•mfiguiere•1h ago•6 comments

Launch HN: ParaQuery (YC X25) – GPU Accelerated Spark/SQL

58•winwang•2h ago•13 comments

A community-led fork of Organic Maps

https://www.comaps.app/news/2025-05-12/3/
221•maelito•7h ago•145 comments

Byte Latent Transformer: Patches Scale Better Than Tokens

https://arxiv.org/abs/2412.09871
21•dlojudice•2h ago•7 comments

Ruby 3.5 Feature: Namespace on read

https://bugs.ruby-lang.org/issues/21311
119•ksec•5h ago•58 comments

Legion Health (YC S21) Is Hiring Founding Engineers to Fix Mental Health with AI

https://www.workatastartup.com/jobs/75011
1•the_danny_g•1h ago

Show HN: Airweave – Let agents search any app

https://github.com/airweave-ai/airweave
62•lennertjansen•3h ago•20 comments

Demonstrably Secure Software Supply Chains with Nix

https://nixcademy.com/posts/secure-supply-chain-with-nix/
43•todsacerdoti•4h ago•9 comments

5 Steps to N-Body Simulation

https://alvinng4.github.io/grav_sim/5_steps_to_n_body_simulation/
12•dargscisyhp•2d ago•0 comments

Reviving a Modular Cargo Bike Design from the 1930s

https://www.core77.com/posts/136773/Reviving-a-Modular-Cargo-Bike-Design-from-the-1930s
76•surprisetalk•4h ago•64 comments

Why GADTs matter for performance (2015)

https://blog.janestreet.com/why-gadts-matter-for-performance/
21•hyperbrainer•2d ago•5 comments

University of Texas-led team solves a big problem for fusion energy

https://news.utexas.edu/2025/05/05/university-of-texas-led-team-solves-a-big-problem-for-fusion-energy/
167•signa11•6h ago•117 comments

Tailscale 4via6 – Connect Edge Deployments at Scale

https://tailscale.com/blog/4via6-connectivity-to-edge-devices
54•tiernano•4h ago•17 comments

Universe expected to decay in 10⁷⁸ years, much sooner than previously thought

https://phys.org/news/2025-05-universe-decay-years-sooner-previously.html
109•pseudolus•9h ago•154 comments

How to title your blog post or whatever

https://dynomight.net/titles/
9•cantaloupe•2h ago•1 comments

Spade Hardware Description Language

https://spade-lang.org/
82•spmcl•6h ago•36 comments

Show HN: CLI that spots fake GitHub stars, risky dependencies and licence traps

https://github.com/m-ahmed-elbeskeri/Starguard
59•artski•5h ago•35 comments

Continuous glucose monitors reveal variable glucose responses to the same meals

https://examine.com/research-feed/study/1jjKq1/
91•Matrixik•2d ago•53 comments

Show HN: The missing inbox for GitHub pull requests

https://github.com/pvcnt/mergeable
4•pvcnt•1h ago•0 comments

I ruined my vacation by reverse engineering WSC

https://blog.es3n1n.eu/posts/how-i-ruined-my-vacation/
310•todsacerdoti•15h ago•156 comments

The FTC puts off enforcing its 'click-to-cancel' rule

https://www.theverge.com/news/664730/ftc-delay-click-to-cancel-rule
240•speckx•5h ago•133 comments

OpenEoX to Standardize End-of-Life (EOL) and End-of-Support (EOS) Information

https://openeox.org/
19•feldrim•3h ago•13 comments

A Typical Workday at a Japanese Hardware Tool Store [video]

https://www.youtube.com/watch?v=A98jyfB5mws
95•Erikun•2d ago•38 comments

The Internet 1997 – 2021

https://www.opte.org/the-internet
10•smusamashah•2h ago•1 comments

Optimizing My Hacker News Experience

https://reorientinglife.substack.com/p/optimizing-my-hacker-news-experience
37•fiveleavesleft•4d ago•17 comments

Ash (Almquist Shell) Variants

https://www.in-ulm.de/~mascheck/various/ash/
63•thefilmore•2d ago•3 comments
Open in hackernews

Continuous glucose monitors reveal variable glucose responses to the same meals

https://examine.com/research-feed/study/1jjKq1/
91•Matrixik•2d ago

Comments

msarrel•2d ago
Fascinating. I've always felt that this was true with my own body, yet every medical professional I've spoken to said that I was wrong.
jzacharia•3h ago
Hate to sound like "that guy" but a majority of medical professionals are running their practice on outdated data or false studies funded by pharma.
nradov•1h ago
There are problems in the US healthcare system with slow adoption of clinical practice guidelines and lack of research funding for non-pharmaceutical treatments. But on an objective scientific basis the recent studies funded by pharma tend to be some of the highest quality work. They have huge budgets and are held to fairly high standards now by the FDA so we tend to see large subject populations, multiple sites, proper controls, and rigorous statistical analysis.
zingababba•4h ago
"Additionally, the summarized study did not record the timing of snack and water consumption. This is relevant because the sequence and timing of subsequent meals (or snacks), as well as the food processing and variability, can influence postmeal glucose responses." - probably a factor, hydration status is huge. This result is kind of like 'duh' though.

https://pubmed.ncbi.nlm.nih.gov/28739050/

hinkley•1h ago
Hydration, activity and stress levels. Adrenal responses can pause the digestive process to conserve energy for fight or flight. Muscle use also diverts resources, stressed or not. And being dehydrated essentially concentrates everything in your blood, complicating kidney and liver function.
ggandv•4h ago
80% of the variation due to individual differences OR measurement error.
taeric•4h ago
Odd, I would have expected this to be somewhat the case? Specifically, I would expect your activity leading into the meals, along with your expectations of what you will be doing after, would have some impact? Probably more impact from how hungry you were going into a meal. If you were already sated, for example, I'd expect your body to largely try and push the meal through as fast as it can.

Neat to see what other people's priors are, on this.

blitzar•3h ago
Non expert here ... My understanding was sleep, stress and many other variables all impact these things significantly (before we even consider food). Having a different context when you then add the same food thus should not result in the same outcome.
pfortuny•3h ago
People think medicine is Physics. They really do.
taeric•3h ago
I think I agree with the idea you are saying. That people think you can formulate our body to ignore a lot of the state that it holds.

I'll note that even basic physics has that problem. Try explaining to a 5th grader why a feather would fly in the same arc that a rock will take, if there was no air.

pfortuny•2h ago
Well, I did not want to say "Mathematics" because it sounded a bit exaggerated. Of course you are right.
perrygeo•3h ago
I'm very sensitive to sugar and starch when "at rest". If I wake up first thing in the morning and drink an orange juice or have a bowl of white rice before bed, my blood sugar and mood are out of control. But the same foods mid-day before/after/during intense mental or physical work are very well tolerated if not beneficial. So my priors agree with yours, timing and context absolutely matters.
layer8•3h ago
The study used 7-day rotating meals, so one would expect some consistency on average in a weekly rhythm, but it also only covered 14 days, so only two data points per meal and participant, if I read this correctly. In that case, I’m not surprised either that there is a lot of variation, also considering that this is a new meal regimen for the participants.
coldpie•3h ago
> Odd, I would have expected this to be somewhat the case?

I don't think anybody was expecting to be surprised by this study. In practice, most science is pretty boring and rarely breaks expectations. But being unsurprising does not mean it's not worth doing. A lot of studies are simply validating expected outcomes and providing foundational data points for future studies to refer back to. For example, a future study might use this study to justify funding ("as shown in Study 2025.abcd, glucose is highly variable... we propose to further study this by controlling for ... which will help us understand the influence of ..." etc etc).

taeric•2h ago
Ah, great point! I definitely got the impression that this was a surprise, but I can't say why I got that impression. That said, I did not intend this as a criticism of running the study! Quite the contrary, glad they did it. I was only meaning my comment to be contra the sense of surprise I had.
coldpie•2h ago
It's a pretty common reaction :)

https://news.ycombinator.com/item?id=43964238

https://news.ycombinator.com/item?id=43964122

https://news.ycombinator.com/item?id=43964428

https://news.ycombinator.com/item?id=43963196

stranded22•4h ago
Yep.

My wife is T1D and this is infuriating for her.

She’ll think that she’s cracked it, and then the next day, with the same meal at the same time, her sugar levels go high.

Her words: there is nothing else where you have studied for over 30 years and STILL feel like you know nothing.

It is incredibly demoralising for her sometimes - especially when she’s suffering also from a high/low sugar level. I have the upmost respect for anyone having to do the amount of work, to get to zero (sometimes).

ddorian43•3h ago
How about just not eat carbs at all and have more consistent & lower blood sugar? (this was an interesting case https://www.youtube.com/watch?v=CG8UU7P8FBU)

I do keto diet long term but for other reasons, often the epilepsy version where it's more strict and higher fat.

jzacharia•3h ago
Keto works well, but I'm concerned about the extreme fat intake. I did manage to lower my A1C from 9s to mid 5s using Keto as a T1D, but eventually settled into a high protein, moderate fat, low-ish carb diet and that has worked pretty well without being hyper-restrictive. Heavily inspired by the late Dr. Richard K. Bernstein.
ddorian43•3h ago
I target for high ketones (1.5+) & low glucose 4-5mmol (blood test 1 hour after wake up) and higher protein interferes with both of them.
jzacharia•2h ago
Curious - what's the reason for targeting ketone levels?
ddorian43•2h ago
Better mental health.
GuinansEyebrows•27m ago
every endocrinologist i've ever had says you need at least some carbohydrates. that said, they're usually not nutritionists, and there's historically been so little focus on food as medicine within western medicine that i think we "officially" know as much about that as we do about diabetes at all (which is a lot, but still surprisingly little).

there are plenty of good reasons we eat carbs (especially complex carbs, plus trying to avoid processed stuff); as a diabetic you just have to prepare ahead of time. it sucks, but honestly, as a 20+ year T1D, not eating cake sucks more than having to plan to eat cake :)

coldpie•3h ago
I'm also T1D and yep. That's how it goes. Despite having one of the same two breakfasts pretty much every workday for a decade, it's a crapshoot whether I'll be 300 (very high) when I get to work or 50 (very low) or 110 (good). I just have to adjust when I get in to the office. Most days I deal with it fine, but every once in a while I get fed up with it and want to throw something.
je42•3h ago
More data can help inform semi closed loop systems to deal with this variability.

For example, AAPS has since version 3.2 dynamic IFS. ( https://androidaps.readthedocs.io/en/latest/DailyLifeWithAap... )

For me this works quite well

mikelward•2h ago
*ISF (Insulin Sensitivity Factor)
csours•3h ago
Some assumptions are so obvious no one bothers to state them, or even remember them.

Assumption: Medical professionals are trained to use Evidence Based Medicine (EBM).

One might assume that EBM means something specific, and I'm sure it does, but that specific thing is different for different people.

One thing that EBM sometimes means is: common sense is no substitute for evidence. There are uncountable times that common sense has been wrong in the medical context.

So, you have a lot of people commenting here that this is obvious common sense, but many medical professionals will pull out a reference chart of caloric content and glycemic index and say "look at the evidence".

So, it is very useful to do studies that bring evidence to common sense.

---

My other pet peeve with EBM is that it does a poor job of understanding that different interventions work for different people - it is time consuming and expensive to do that kind of investigation, thus some/many medical professionals do not understand or believe it.

This comment is intended as a critique, not a dismissal.

blitzar•3h ago
It is wonderful that we have things like CGM's and patients can establish their own baselines and their own evidence profiles on a high(ish) frequency basis.

Such tools also enable studies that can be done at a scale and cost level that is reasonable and can push forward the communal knowledge base.

csours•3h ago
Yup, and this was the original dream of Theranos - lots of measurements, lots of data. It's a nice dream, shame about the lies though.
mjburgess•3h ago
A counter-point, in a certain sense: when the conclusions of scientific papers (in these softer science fields), contradict common sense, they tend to be unreproducible; the ones which don't, are.

The problem with studying humans is, roughly, the central limit theorem doesnt work: properties of biological and social systems do not have well-behaved statistics. So all this t-test pseudoscience can be a great misdirection, and common sense more reliable.

In the case where effect sizes are small and the data generating process "chaotic", assumptions of the opposite can be more dangerous than giving up on science and adopting "circumstantial humility". (Consider eg., that common sense is very weakly correlated across its practicioners, but "science" forces often pathological correlations on how people are treated -- which can signficantly mangify the harm).

crazygringo•3h ago
> when the conclusions of scientific papers (in these softer science fields), contradict common sense, they tend to be unreproducible; the ones which don't, are.

Citation needed?

I don't know what would lead to that conclusion. And it would seem to run counter to the entire history of the field of psychology, for example.

kanjus•2h ago
Can't find the citation, but remember gwern mentioning a study in one of his posts on replication that found that unintuitive findings tend to be both less replicable and more cited than intuitive ones.

Psychology is the field that is most hit with replication failures and has a slew of unintuitive results that turn out to be malpractice.

kesor•2h ago
The map is not the territory, if only more professionals and doctors read some Alfred Korzybski, the world would have been a better place.
jodrellblank•1h ago
> "So, you have a lot of people commenting here that this is obvious common sense"

You have this about everything, everywhere. It's a pet peeve how much stuff people will attribute to "common sense" so they can do the internet "I'm superior" thing.

"Wear sunscreen, it's just common sense". No it isn't. We evolved on Earth under the sun, we feel good when going out in the sun, it's bright and beautiful. Rubbing petrochemical distillate or industrially processed plant extract on your skin so the invisible light discovered in 1801 doesn't denature the invisible DNA discovered in 1869 is not common sense it's learned behaviour. Nothing much about Science is common sense, it took thousands of years from the dawn of Civilization until the Enlightenment era and still people can go through years of education and then choose to believe what we want to believe instead of what the evidence shows.

'Common Sense' is that the world is simple, designed for a purpose by a human-like mind one or two levels up from us on the power scale, and inhabited by life-like energies and spirits, some of them malevolent. Common Sense is that things which didn't happen today or yesterday will probably never happen. Common Sense is that things which happen together cause each other; if the relative comes to town and the crop fails then they are bad luck, if the relative comes to town and the baby is born healthy then they are good luck.

Why would it be any kind of 'common sense' - 'sound judgement not based on any specialised knowledge' - that glucose (1747) response differs for the same meal if you need a continuous glucose monitor (FDA approved in 1999) to find that out?!

luckydata•1h ago
I agree 100% but sometimes you see studies that confirm not only common sense but also very well researched science that is frankly beyond the need for replication, and that definitely triggers a "wouldn't that money be spent more efficiently by trying to do something new instead?? feeling anytime I see one of those studies.
endoblast•3h ago
One factor that scientific food experiments don't seem to include is gluttony. Presumably because it is subjective (though nonetheless real for that). Yet if people are motivated by the amount of comfort and/or pleasure they obtain from eating their favourite foods this may have an effect on their physiological response.
francisofascii•3h ago
Sounds expected? If you are glycogen depleted, it will cause less of an insulin spike. This sounds like if you fill up the same type of car with 5 gallons of gas. Sometimes it reports full, and sometimes it doesn't. That sounds odd, until you accept that you are never fully sure the gas level you started at.
blindriver•3h ago
I've been diagnosed with Type 2 diabetes and wear a CGM. I find that my blood glucose spikes much later than what is suggested. For example, I might eat a meal and my blood glucose doesn't spike until after 2 hours. When it spikes, I see the body react with insulin and it drives my blood sugar levels down, so I'm not sure if I actually do have T2D or if this is just how my body works.

Another thing I've noticed is that if I eat a very rice-heavy meal, my blood sugar levels may rise throughout the night. I don't think this is insulin-resistance but rather my body digesting the rice. You can't expect the body to digest all the rice in 2 hours, can you, there certainly must be parts that are protected from the stomach acid until much later in the digestion process. So that feeds into the high blood sugar levels overnight in my opinion.

I think if anything, CGMs have opened up the idea of what diabetes really is and how different bodies handle blood sugar. I think I'm borderline T2D, not full-on T2D despite what my doctor says, and I've started wondering if my blood sugar has always been high, but normal for me. On average it's about 120 mg/dL, but I do see my body react properly to new sources of blood sugar and drive it back to "normal" levels, so the idea that I have insulin resistance doesn't make sense to me.

bilsbie•3h ago
Interesting. What’s your a1c level ?

I think you could have a point at around 100-105 baseline but 120 seems too high.

blindriver•3h ago
It's high, like 6.7-6.9. It doesn't make sense to me because that would suggest average blood glucose of over 150, but it's objectively around 120.
nradov•2h ago
There is some genetic variability in the correlation between blood glucose versus HbA1c. The HbA1c test is essentially an integrator of blood glucose level over time but different people have different average red blood cell lifespans.
hinkley•1h ago
I just found out a friend was diagnosed with diabetes due to a sugar test while their a1c was still in the normal range. We’ve got a long way to go yet with diabetes research.
cfu28•43m ago
I mean, it is well known that A1c has a 3 month (usually) lag time assuming no hemolytic states. Could have been just caught early depending on what you mean by sugar test
bobmcnamara•1h ago
Do you know if you do(not) have delayed gastric emptying?
zamadatix•1h ago
I'm a fellow type 2, be sure to talk more with your doctor about these points as such comments/questions are of things they should have explained very clearly the first time they said your sugar seemed high.

Type 2 "resistance" is about the quality of the response to high glucose levels, not the complete lack of a response to them. There shouldn't be a long buildup overnight in that scenario for a person without insulin resistance/deficiency and still having a measurable insulin response is normal/expected of all but the worst Type 2 diabetics. Yes, you're still digesting, but in individuals without diabetes the blood sugar peak occurs (and ends) well before digestion is finished because influxes of carbs can still be effectively managed by the insulin alone rather than by the lack of additional carbs to digest. If it were just that one's digestion were a lot slower than a normal persons then it should still result in a lower, but still quickly managed to baseline, peak.

You may well actually be prediabetic though, it just depends on the specific numbers for A1C/average & peaks combined over time and not the presence of a response itself. The recommendations between higher side prediabetic and lower side type II diabetic shouldn't be all that different in the end anyways though.

chimeracoder•24m ago
> You may well actually be prediabetic though, it just depends on the specific numbers for A1C/average & peaks combined over time and not the presence of a response itself.

Just to clarify - A1C is itself an easily-measured proxy for diabetes mellitus, but it's itself a heuristic. There are groups for whom it is known that the "standard" A1C range is actually incorrect, because of confounding factors that affect the A1C measurement but are unrelated to the metabolic dysfunction or general sugar levels.

Your point is correct, though, that what OP is describing is consistent with diabetes, and the actual clinical recommendations for prediabetes and Type II diabetes are often the same, at least in the early stages.

mh8h•29m ago
Have you measured the lag time for your CGM?

Typically the glucose level in the interstitial fluid takes longer to respond to your food intake, and the GCMs measure that instead of the blood glucose level.

RHSeeger•8m ago
> I find that my blood glucose spikes much later than what is suggested.

I'm a type 1 and my blood glucose can response can vary wildly. Sometimes it can spike quickly (15-30 minutes), other times it can take 2, 3, or even 4 hours. The reverse is also true, in that insulin can sometimes effect me quickly, and sometimes it can take effect 3+ hours later. In general, when having a big meal, I'll take a "fairly large" amount of insulin, but not enough for the entire meal; then I'll take more[1] when my blood starts increasing into 200+ range. Otherwise, I risk it dropping because the insulin was having a "fast" day but the food was "slow".

My endo finds it weird, but we've gone over specific cases of it, including exactly what I ate, when, and what the CGM history for the day looked like. I'm just defective :)

[1] Note I'm not talking about reactively taking more insulin after the "right" amount turned out not to be enough (which is generally a bad idea). Rather, I'm talking about splitting what I know to be about the right amount... into 2 different doses.

jzacharia•3h ago
Shouldn't come as a surprise - there are so many factors involved in glucose response to food that it's almost impossible to replicate a glucose response even with a controlled intake. Sleep, activity levels (before, after, during, even days before, etc), stress, hormones, all of these are major factors involved in how glucose is metabolized.
siliconc0w•3h ago
Is this already pretty expected? We already knew that glucose response was highly dependent on time of day, pre or post meal movement, and whether the meal is moderated by other components like fats that can slow down the immediate impact.
GiorgioG•2h ago
As the parent of a type 1 diabetic...all I can say is "duh, no shit." Activity levels, emotional state, how much time between eating & bedtime, agem among other things affect glucose response.
slwvx•1h ago
Jessie Inchauspe [1] created a business (she's the "glucose goddess") and wrote books around the different responses she and others have to meals, exercise, etc... I don't recall all the ideas, but here are the two I remember: Exercise before and/or after eating smooths out the blood sugar response to food. IF eating a meal, it's better to eat high-fiber stuff first, then complex carbs, then protein, then fats, and eat simple carbs last (Or something like that order).

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

electrondood•39m ago
GLUT-4 activation in the muscles primes them to take up glucose and other nutrients. So air squats or going for a walk before/after a meal can significantly blunt the insulin response, because there's less glucose in your blood stream, because more of it has been ported into muscles.