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Can Agentic Engineers Estimate Software Delivery in the Age of AI?

https://serendb.com/blog/can-agentic-engineers-estimate-software-delivery-in-the-age-of-ai
1•lewistaariq•2m ago•0 comments

Made a dynamic links service with features we needed

https://linksense.net/
1•mrkokalj•2m ago•1 comments

The Hugging Face incident and the road ahead

https://openai.com/index/hugging-face-incident-and-the-road-ahead/
3•amrrs•4m ago•0 comments

Codegraff

https://github.com/justrach/codegraff
1•handfuloflight•4m ago•0 comments

There's Only One Way to Stop Students from Cheating

https://www.nytimes.com/2026/08/26/opinion/students-cheating-ai.html
1•7402•6m ago•0 comments

Show HN: Notificator – Send website events to push, email, MQTT and hardware

https://notificator-project.com/get-started/
1•vagelisp•7m ago•1 comments

She Was Told to Call Motels Herself: Inside Sacramento's Shelter Shutdown

https://invisiblepeople.tv/she-was-told-to-call-motels-herself-inside-sacramentos-shelter-shutdown/
1•petethomas•7m ago•0 comments

Flight attendant's breast cancer was occupational disease, court rules

https://www.theguardian.com/society/2026/aug/26/flight-attendant-breast-cancer-occupational-disease
2•speckx•7m ago•1 comments

How to make a model biased with few training samples?

https://subliminal-learning-blog.vercel.app/
1•anshubansal2000•7m ago•0 comments

Primus – AI Research Scientist

https://lab.cloud/
1•anonymous_llama•7m ago•0 comments

Build Htop for the Web with Go and Datastar

https://packagemain.tech/p/golang-datastar
1•der_gopher•8m ago•0 comments

The House Always Wins, Even on House-Less Kalshi

https://prospect.org/2026/08/26/house-always-wins-kalshi-prediction-markets/
3•dxs•9m ago•0 comments

OpenAI staff saw warning signs before agent hacking crusade caused global alarm

https://www.theguardian.com/technology/2026/aug/26/openai-staff-observed-warning-signs-before-ai-...
3•billybuckwheat•9m ago•1 comments

Apple Maps has ads now

https://www.theverge.com/tech/985249/apple-maps-iphone-ads
1•abawany•10m ago•1 comments

A Thread-Register Decoupled GPU Execution Model for Efficient Tensor Computation

https://arxiv.org/abs/2608.19628
2•matt_d•10m ago•0 comments

Processing in Memory: DRAM Is About to Do Math

https://ben3d.ca/blog/processing-in-memory
1•bhouston•12m ago•0 comments

The Rules We Use to Define False Positives

https://pandocore.io/blog/false-positive-scoring-rules
1•eaferstl•12m ago•0 comments

Disenchantment with the Post-AI Internet

https://lukesmith.xyz/articles/disenchantment-with-the-post-ai-internet/
2•speckx•12m ago•0 comments

What jobs should be "human reserved" as Bill Gates puts it?

https://www.telegraph.co.uk/business/2026/08/26/bill-gates-ban-ai-from-taking-jobs-from-humans/
1•jgafni•12m ago•0 comments

OpenAI saw warning signs weeks before Hugging Face breach

https://www.axios.com/2026/08/26/openai-hugging-face-technical-report-ai-hack
3•louiereederson•12m ago•0 comments

Pricing proprietary AI data using Spirit Airlines' $10M sale

https://tracerml.ai/research/pricing-capability/
1•adam_rida•13m ago•0 comments

Science fiction is a serious matter

https://vz.ru/opinions/2026/8/22/1444483.html
1•B1FF_PSUVM•15m ago•1 comments

Meta agrees to pay $17B in landmark US child-safety settlement deal

https://www.euronews.com/next/2026/08/26/meta-agrees-to-pay-17bn-in-landmark-us-child-safety-sett...
3•devonnull•15m ago•0 comments

Fitbit founders launch Luffu Link, an LTE health and safety band

https://techcrunch.com/2026/08/25/fitbit-founders-launch-luffu-link-an-lte-health-and-safety-band/
1•erohead•17m ago•0 comments

AI data startup Micro1 reaches $500M gross run rate amid AI training boom

https://techcrunch.com/2026/08/20/ai-data-startup-micro1-reaches-500m-gross-run-rate-amid-ai-trai...
1•MilnerRoute•17m ago•0 comments

V5 Droplets

https://www.digitalocean.com/blog/introducing-v5-droplets
1•rugma•18m ago•0 comments

The Debate of Mockist vs. Classicist TDD Is Like OOP vs. FP

https://fagnerbrack.com/the-debate-of-mockist-classicist-tdd-is-like-oop-fp-c9124185f3d2
1•fagnerbrack•18m ago•0 comments

LocalEATS

https://food-insider-nearby.northfieldnate6.chatgpt.site/?v=17&view=deals&city=montreal
2•NNNORTH•20m ago•0 comments

The Bloodbath of B-R5RB (2014)

https://www.eveonline.com/news/view/the-bloodbath-of-b-r5rb
1•EndXA•21m ago•0 comments

Show HN: De-Spark, migrate a GitHub Spark export off the private SDK

https://deespark.space
1•sarthakkuwar1•21m ago•0 comments
Open in hackernews

Study Reveals UnitedHealth's Profit Margins Four Times What It Claimed [pdf]

https://insurancewatchdogcoalition.com/wp-content/uploads/2026/08/UHG-Profits-Study_August-2026.pdf
67•CGMthrowaway•59m ago

Comments

getnormality•42m ago
> Conventional accounting measures portray large health insurers such as UnitedHealth Group (UHG) as earning relatively low profit margins because they treat premium dollars that are subsequently paid out in medical claims as revenue. However, these medical claims are pass-through costs, not income retained by the insurer.

I don't understand this claim. Doesn't every business have costs to make its goods and services, and revenue when those are sold? A grocery store sells food and uses the money to buy more food, pay its employees, reinvest etc, and the profit leftover goes to the owners. An insurance company sells policies and similarly uses the money to pay claims, pay employees, reinvest, and profit. Why is the insurance company's sales revenue pass-through and the grocery store's sales revenue not?

Update: the replies so far all seem very superficial. Yes, I know that insurance is not exactly the same as grocery stores. This does not explain why they should suddenly be treated differently from an accounting perspective despite what everyone else before this moment has done.

trjordan•32m ago
An intuitive explanation is that financial products are, approximately, buying and selling as part of the same transaction. You can't separate the "selling premiums" part from the "paying out claims" part.

This is true of life insurance, investment firms, and banks. It's also true of marketplaces that connect buyers and sellers, like Etsy.

Groceries stores are buying from suppliers and selling to consumers, but those are separate operations. If the consumers opt out, the grocery stores (temporarily) still have a full and complete obligation to their suppliers. It's hard to sell to customers without supply, but if you try hard, you could theoretically do that as well.

Somebody with a better financial background might be able to define the nuances of accounting practices here, but there's already a pretty meaningful line that's established. It is kind of weird that health insurance doesn't behave like a financial product.

yepyeppers•17m ago
This is contrary to GAAP and operationally false. An insurer takes on the risks including the health of the insured pool and cost changes during the covered period. An insurance BROKER or AGENCY only books commissions as revenue, but an INSURER books premium as revenue. Similarly a stock BROKER or AGENT is only acting as an agent and isn’t a party to the actual transaction they execute. Similarly for platforms, auctioneers, or other agents.
perrytheplatypu•13m ago
I work for an insurance company so can shed some light here as this article is written by someone that clearly doesn't understand how the business model works.

Fundamentally every insurance company is governed by 3 ratios, loss ratio (what percentage of premium is paid to make the buyer of the insurance whole), expense ratio (cost of doing business, paying staff, keeping office lights on, paying vendors) and combined ratio (both of these combined). These are true for any insurance company which writes premium using their own capital, whether its health insurance, life insurance, property insurance, SMB insurance.

The thing this article is missing here is that the "pass through" costs are costs incurred by UHG directly, they are the ones paying the bills. How is this pass through, it's not being passed to the consumer, the only thing I pay is my deductible and retention which is at most a couple of thousand dollars, these are true costs borne by UHG. So in practice if I pay 100 bucks every paycheck, UHG is taking in 2600 bucks worth of premium, using average industry loss ratios which are say 60%, UHG is paying directly 1,560 bucks to care providers for my own care. I'm not paying that, what I pay is a deductible which is treated entirely separately.

I am the biggest insurance skeptic in the world because I think the business model is awful, a business's return on capital averages at 5-10% a year which is truly an awful return for how much capital is required. Insurance companies will make between 0 and 10% of underwriting profit a year (the pure profit from insurance premium minus total expenses) and they usually operate a very large investment vehicle invested typically 70% into bonds/gilts. That being said, this doctor's view of how insurance accounting works by comparing it to a biopharma or a trading brokerage firm is immensely disingenuous.

digi59404•18m ago
Insurance companies often have a parent company. That parent company owns healthcare providers and pharmacies.

So it goes something like this

United Health Group -> United Health Insurance United Health Group -> Sunshine Hospital.

United Health Insurance has a profit cap, it’s a % of revenue. Sunshine Hospital has no cap. So Sunshine Hospital charged United Health Insurance X$ and that profit rolls up to United Health Group.

gruez•12m ago
>United Health Insurance has a profit cap, it’s a % of revenue. Sunshine Hospital has no cap. So Sunshine Hospital charged United Health Insurance X$ and that profit rolls up to United Health Group.

That doesn't really work as a strategy unless UHI cornered the insurance market within a given region, otherwise they'd lose business to competing hospitals. You might then say "hospitals aren't competitive, they're (regional) monopolies!", which might be true, but if that were the case, you'd expect them to raise prices anyways. They're profit maximizing companies after all, not operating out of altruism.

mikeryan•14m ago
I just scanned the doc but I think your question is the core argument of the doc. It explicitly says that United is using standard accounting practices and proposes the “pass through” mechanism as a “better” metric.

Based on the source I, personally, don’t find it to be a credible argument

gruez•4m ago
> It explicitly says that United is using standard accounting practices and proposes the “pass through” mechanism as a “better” metric.

>Based on the source I, personally, don’t find it to be a credible argument

Agreed. This just has "if we redefine [commonly used term], then we get a more shocking/favorable number for our cause" vibes. You see this in government statistics as well, eg. "the official unemployment rate might be 4% (or whatever), but if you factor in people who are discouraged and people who are underemployed (whatever that means), it's actually 15%!" or "the official poverty rate might be 10%, but if you redefine 'poverty' to mean 'not being able to raise a family of 4 on a single income', the actual poverty rate is 40%!"

ssivark•12m ago
[delayed]
John7878781•39m ago
It's hard for me to trust this PDF when there's literally a typo directly under the author's name: "analyitcs"
parpfish•37m ago
typos mean its more likely to have been made by a human.
philipov•36m ago
typos mean it's more likely to have been made by a careless human.
valleyer•20m ago
Certainly. But in the current social environment, being seen as (mildly) careless is less bad than being seen as someone who lets an LLM write prose for them.
John7878781•18m ago
That's kind of sad. I miss being an OG em dash user.
mullingitover•36m ago
At the same tiem, lately I've been inserting small typos in my writing just to signal that it's not LLM generated. Nothing is a bigger red flag than a wall of text with perfect grammar and punctuation.
John7878781•
CGMthrowaway•33m ago
@getnormality Two main differences:

1) medical loss ratio rules mean insurers are expected/required to pass a certain percent of premium on as payment for medical services, in a way that a grocery store is not required

2) insurer is selling you a contract that they will pay your medical bills if you have any - they are NOT retailing you medical services

3)

Varelion•20m ago
So many die every year because of the US' dogshit system -- and it's never enough.
rayiner•12m ago
What is the evidence for that? The demographic with the lowest access to health insurance, hispanics, has the second highest life expectancy.
LorenPechtel•18m ago
I don't understand.

Brokers quite correctly do not count the value of the shares because they never actually see it. But that's not the way insurance works--while dollars flow in and dollars flow out they are not remotely the same dollars. This feels like someone is trying to lie with statistics.

Legend2440•7m ago
You could apply this to any business. If you exclude costs of goods sold (often their largest expense) they'd seem wildly profitable. Walmart would be upwards of 80% profit by that logic.

But this is a nonsense way to do accounting, which is why no one does it.

30m ago
> Nothing is a bigger red flag than a wall of text with perfect grammar and punctuation.

So you're choosing to punish well-written text?

karolinepauls•18m ago
It statrs with "At the same tiem" so it's consistent.
prepend•23m ago
This reduces your credibility. If I was reading, I wouldn’t think “not llm,” I’d think “not detail oriented.” You may want to find some better way that doesn’t make people think less of you.

Perfect grammar and punctuation is par for any publication.

libria•9m ago
There's Goldilocks zone for resumes where you want enough buzzwords to get past the recruiter but not so many that Hiring manager would reject you.

I know what gp is saying. They want to stay credible to the general public without also bearing the over-polished and verbose hallmark of LLM.

Mistletoe•15m ago
I really don’t think you should do this. It just makes you look dumb, not authentic. There is a lot more to LLM writing than perfect grammar and punctuation that gives it away.
unglaublich•3m ago
[delayed]