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I had a job interview like this recently: "what's the most technically complex problem you've ever worked on?"

The stuff I'm proudest of solved a problem and made money but it wasn't complicated for the sake of being complicated. It's like asking a mechanical engineer "what's the thing you've designed with the most parts"


I think this could still be a very useful question for an interviewer. If I were hiring for a position working on a complex system, I would want to know what level of complexity a prospect was comfortable dealing with.


I was once very unpopular with a team of developers when I pointed out a complete solution to what they had decided was an "interesting" problem - my solution didn't involve any code being written.


I suppose it depends on what you are interviewing for but questions like that I assume are asked more to see how you answer than the specifics of what you say.

Most web jobs are not technically complex. They use standard software stacks in standard ways. If they didn't, average developers (or LLMs) would not be able to write code for them.


Yeah, I think this. I've asked this in interviews before, and it's less about who has done the most complicated thing and more about the candidate's ability to a) identify complexity, and b) avoid unnecessary complexity.

I.e. a complicated but required system is fine (I had to implement a consensus algorithm for a good reason).

A complicated but unrequired system is bad (I built a docs platform for us that requires a 30-step build process, but yeah, MkDocs would do the same thing.

I really like it when people can pick out hidden complexity, though. "DNS" or "network routing" or "Kubernetes" or etc are great answers to me, assuming they've done something meaningful with them. The value is self-evident, and they're almost certainly more complex than anything most of us have worked on. I think there's a lot of value to being able to pick out that a task was simple because of leveraging something complex.


I bet you like the state using force to protect your stuff though, right? If someone scary sets up a tent on your front lawn because they have nowhere to live I bet you're all about using government services to enact violence.


Most high tax states and areas don't help individual landowners with problems like that, ironically enough.


The Greenhouse example is so crazy - with no additional context about the interview, what possible value could an AI add to a summary of a real event that happened?


It's just an additional button in their WYSIWYG editor. I'm sure its not much more than a simple prompt telling ChatGPT or whatever to clean up the text for clarity.


Individuals who personally spent hundreds of thousands of dollars a year running agents? I would love to see one example.


I have 3 separate accounts on max plans. One of my co-workers has 8. yesterday


orgs


My work is apparently paying for seats in multiple AI tools for everybody. There's a corporate mandate that you "have to use AI for your job". People seem to mostly be using it to for (a) slide decks with cringe images (b) making their PRs look more impressive by generating a bunch of ineffective boilerplate unit tests.


Considering the current US regime would like to revisit Wong Kim Ark (1898), the 19th amendment (1920) and the Voting Rights Act (1965) it's fair to say they're trying undo over 100 years of civil rights progress.

Not to mention the growing ICE detention camp archipelago which is reminiscent of the era of Japanese Interment (1942-1946).

Even economically - though we're in a K-shaped recovery - many of the labour protections and economic promises of the New Deal have been repealed since the Reagan era (by both parties).


Given the recent changes to American policy I know people with American passports who are worried they can't even go back into the United States.


Ever since 9/11 it's been harder for non-whites. That was long before any of this. I won't even bother now. It's not worth my freedom.

I was harassed and detained every single time I went back. Always something different, never anything to actually do with who I actually am or anything I actually did or didn't do.


Do you have any data to back this claim up or are you just stating your opinion?

I was routinely detained at passport control because there was a bad guy with my same name. It took some amount of time and being very polite to get me out of that.


I know a guy who shares a name with a one legged IRA bomber. One would think there would be some effort disambiguate name collisions. In this case a three year old could probably do it. Let’s see. One, two. Not the guy!!!


Ironically, a three year old can be on the list.

https://en.wikipedia.org/wiki/No_Fly_List#False_positives

> Numerous children (including many under the age of five, and some under the age of one) have generated false positives.

And at least on one occasion, a sitting US Senator: https://www.theregister.com/2004/08/19/senator_on_terror_wat...


It's been harder for people of middle eastern descent but that's about it. I'm nonwhite and have flown a lot and never had any issues. My friend is arab, hipster girl born in LA, and she always gets selected for screening.


I know it's normal to criticize the US now being like that, but the reality is, this is a shared vision among the 5-Eyes countries if you dig deeper. It just happens that the US is very outspoken about it. In Canada, for example as I read a couple weeks ago, individuals "having some sort of geopolitical proximity to a concern of Canada" are being put under the microscope and seen as guilty until proven otherwise, primarily from the Middle East (or West Asia if you don't like that terminology), despite the fact that there was no 9/11 or similar event to trigger any reaction, and how’s that a “proximity concern” to Canada.

https://halifax.citynews.ca/2025/08/06/immigration-lawyers-s...


I have had some issues as someone of Indian decent despite having an American accent and native born.


Whats the most common reason they’ve harnessed you over? Just wondering if they’re going based on prior issue on file? I’m of Indian descent , born and raised in the U.S - I must be the lucky one. Because I’ve never had any issues. Entering back in the country has been trouble free so far. Have you thought about signing up for global entry. Recently signed up for it myself and now I just skip talking to a human (and waiting in line)


Ok, so.. I don't know how to say this without sounding insensitive, but I'm a pretty traditional looking (albeit perhaps short) British, blue-eyed, white guy.

I have seriously never had a positive interaction with the US border force. Wether it's the TSA or another associated organisation (since I've been pestered by people who are not TSA).

I've been detained, questioned, randomly selected, given contradictory rules by different people, had things randomly confiscated and even been insulted.

I'm not confrontational, and I don't believe I stand out.

I have had exactly ONE positive interaction (in 2011) whereby I had accidentally travelled with a pocket knife in my checked luggage and due to the fact I was not allowed to check my luggage on the return journey (due to the train being delayed going into Newark; seriously, I understand why Americans distrust public transport) - I told the TSA agent about it and he was kind regarding it, offering condolences, but obviously destroying the knife.

I'm not sure if I'm on some kind of easing program to disincentivise me in particular from visiting the US, but I could easily see that if I was anything other than what I am in terms of race/religion/looks/citizenship: that I would presume that this was the reason.

And, for context, I've been to the US on average twice per year in the last 15 years, so this is my experience from around 30 trips, and 60-ish interactions with the international air apparatus.

It's a pretty decent country once I'm in though, though I wouldn't want to live there.

EDIT: I'm not sure why the parent is being downvoted, his anecdote is the same as mine.


Both things can be true; that it's on average a shitty experience, and that it's on average an even shittier experience for folks of certain demographics.


I genuinely can't understand how it can be shittier.

Unless they're taking liberties with your wife and children or something.


You can't imagine a shittier outcome for bringing a banned weapon into an airport than "I told the TSA agent about it and he was kind regarding it, offering condolences"?


That was my one positive interaction, and yes it could have gone a lot worse, as mentioned. 1/60 is not exactly batting a thousand.

Every other interaction, I can't imagine being worse. Rude, tense, confusing, authoritarian with arbitrary detainment - with no acknowledgement of time or empathy for your own obligations (to board the plane for example); and heaven help you if you express your frustration.


> Every other interaction, I can't imagine being worse. Rude, tense, confusing and authoritarian; and heaven help you if you express your frustration.

https://publicintegrity.org/inequality-poverty-opportunity/i...

"Yet in these suits, innocent women — including minor girls — who were not found with any contraband say CBP officers subjected them to harsh interrogation that led to indignities that included unreasonable strip searches while menstruating to prohibited genital probing. Some women were also handcuffed and transported to hospitals where, against their will, they underwent pelvic exams, X-rays and in one case, drugging via IV, according to suits. Invasive medical procedures require a detainee’s consent or a warrant. In two cases, women were billed for procedures."


> Every other interaction, I can't imagine being worse.

Oh, I can help you with that!

> Arar was detained during a layover at John F. Kennedy International Airport in September 2002 on his way home to Canada from a family vacation in Tunis.[1] He was held without charges in solitary confinement in the United States for nearly two weeks, questioned, and denied meaningful access to a lawyer.[1][2] The US government suspected him of being a member of Al Qaeda and deported him, not to Canada, his current home and the passport on which he was travelling, but to Syria.[3][4] He was detained in Syria for almost a year, during which time he was tortured by Syrian authorities, according to the findings of a commission of inquiry ordered by the Canadian government, until his release to Canada. The Syrian government later stated that Arar was "completely innocent."[5][6] A Canadian commission publicly cleared Arar of any links to terrorism, and the government of Canada later settled out of court with Arar. He received C$10.5 million and Prime Minister Stephen Harper formally apologized to Arar for Canada's role in his "terrible ordeal."[7][8] Arar's story is frequently referred to as "extraordinary rendition" but the US government insisted it was a case of deportation.[14]

https://en.wikipedia.org/wiki/Maher_Arar

Hopefully, given that little intuition pump, you can also imagine that he could have died from the torture instead of ever returning home.


Exactly. This is what I mean.


> I have seriously never had a positive interaction with the US border force. Wether it's the TSA or another associated organisation (since I've been pestered by people who are not TSA)

The trick is to pay to not interact. Global Entry, TSA PreCheck with Digital ID, et cetera.

And for the record, I'm dark-eyed and brown skinned. There are absolutely racists in the Trump administration. But they don't seem to have co-opted this element yet. Instead, it just presents the classic American preference for wealth.

(Note: I'm not endorsing the system. TSA PreCheck makes sense; the fee for it does not. Same for Global Entry.)


These days at many airports, precheck has the same procedures as normal screening. You keep your shoes on, laptops and liquids stay in the bag, and you don't show a boarding pass. And the lines are the same length.

Global entry is a real difference, but you need to travel internationally quite a bit to make the application/renewal process worth it (conditional approval backlog is 12-24 months now, although it seems you skip to the front just in time to do interview-on-arrival on your next trip).


by the way - You can use Global Entry ID# for precheck during domestic travel. My precheck was expiring and I had called specifically for a question. Their support person told me that since I recently signed up for global entry, I didn't need to get precheck. So even if you don't travel internationally often, but might - then its worth it to get Global entry. Of course if you don't plan on ever travelling outside of the U.S ,then yeah no reason to get it.


I call it the travel bribe. It excuses you from security theater. If you have an airline credit card they also reimburse the cost of the bribe.


you meant to write unequal treatment for the wealthy right?


> you meant to write unequal treatment for the wealthy right?

Yes. I'm not endorsing the system. Just stating why folks on HN might be having wildly different experiences.

Broadly speaking, if you have to interact with border control or airport security, you're going to have a bad time. The stupid, lazy and mean are overrepresented in their ranks. You may have a slightly-worse time with particularly physical affects. But I've absolutely watched my British-accented white friend from Atlanta get singled out every time for fuckery by their TSA.

If, on the other hand, you get the unequal wealth treatment, you won't see a disparity. Because there isn't one. You're rarely interacting with a human being.


Ah yes, the “give in to the system” strategy to avoid the deliberate conditioning to force everyone into the panopticon.

One easy trick to world domination prison planet…


> the “give in to the system” strategy to avoid the deliberate conditioning to force everyone into the panopticon

I'm not sure what I'm giving up by ceding fingerprints and a picture to a government agency that almost certainly already has both.


It’s not the simple act of just “giving them what they likely already have” once that house booked about 20 years ago. And yes, I can sue you the government had way more on me, but I seem to at least realize that that stallion is long gone.

You seem to represent a rather is phenomenon in society though. For a lack of a better term at the moment; the shift or maybe even deliberate psychological manipulation of society, civilization, culture towards not only a passive, depressive state, but also a kind of self-harming, self-destructive, nihilistic state of “what does it even matter anymore” and “I probably deserve the abuse of my abusers” type of mentality. A variation of that is “I’m not sure what I’m giving up by ceding…” an odd fatalism.


Weird.

I look stereotypical MENA and haven't faced any extra screening, and I travel a lot for work both domestically and abroad, and I'm too lazy to get Global Entry or TSA Pre so I'm dealing with general TSA.

Did your friend maybe travel to an Arab country at some point in time that either faced significant instability, a country that borders Syria+Iraq, or to the West Bank via Jordan?


Out of curiosity, which airports do you travel through most?


Domestically?

SFO, SeaTac, JFK, OHare, and ATX, with a decent showing for Logan, DCA, and RTP.


[flagged]


> Everyone follows the same rules at the airport.

All travelers do but all border inspection people do not. Or if they do, they apply their discretion very unevenly in some Very Interesting Ways.

I've watched it happen twice since COVID, both times traveling abroad for work and coming back into the United States with coworkers (different coworkers each trip) who are not nearly as pale as I am. Neither of us had Global Entry or anything like that back then. Both times, I got waved through with barely a glance and my US-passport-holding coworker got grilled. "Where do you live", "why did you go on this trip", "who do you work for", and so on.

To reiterate: All of us are citizens, all of us were born here, and we were taking the exact same trips at the exact same times coming back with the usual things you take with you on a business trip.

Anecdotes from friends who are darker than a sheet of printer paper tell me this situation has not improved.


This kind of response is exactly what keeps racist systems like this going. No, it hasn't been the same for everyone.


> Everyone follows the same rules at the airport.

No they don't. Everyone does whatever TSA tells them to do, which absolutely varies by airport, country, and especially physical appearance.


Global Entry disagrees


I paid to not follow the same rules.


Under U.S. law (8 U.S.C. §1185(b)), an American citizen cannot be permanently barred from re-entering the country.


I'm an American living outside the US. While this is true it feels a bit like how pedestrians have the right-of-way at road crossings: you're legally protected, but is right now the time to test how much people are going to respect that?

I crossed the US-Canada land border with a non-US friend to go to a birthday party a while back; they sent us to secondary so my friend could get their passport stamped (their previous visa had run out). CBP took the opportunity to search our car and tried to convince us they found weed before letting us go (neither of us use it).

Another time my wife and I (both citizens) were crossing and the border agent gave us a hard time for having different last names.

I can't imagine what it's like for people with less privilege than I, but I'm already to the point where I stress about crossing the border. I bring a spare phone, wiped of anything interesting, I let my partners know when I'm at the crossing in case something happens; Paranoid? Possibly. But the potentiality of something going horribly wrong is through the roof, and there's increasingly little recourse. Yes, citizens especially should be insulated from this, but we're seeing egregious violations on so many fronts I don't want to trust that to hold.


Yes.

And, yet, the CBP can cause you any number of headaches and subject you to intimidation and humiliation prior to your actually being waved through -- especially if they deem you "difficult".

Similar to lots of the other comments in this thread, I'm subjected to additional screenings every time I come back into the country. I'm a completely average middle-aged white guy and I have no idea why this happens. Is it because I'm anxious? I have a somewhat common name; perhaps they've confused me with someone else? Was it because I was at Schipol the same time as The Underwear Bomber or because I went to Turkey on vacation? I will (probably) never know why but it's so unpleasant that I've stopped leaving the country for fun (something I used to love) and has had a real, negative effect on my relationship with my spouse.


https://en.wikipedia.org/wiki/Anwar_al-Awlaki would probably beg to differ.


Had no b idea about this. Thanks for sharing.


Thanks for the reminder. I had forgotten all about that. Is yet another point as to why effectively the USA does not even actually exist anymore more is the Constitution valid.

Some may be confused by reading that or even scoff at it, but it’s really not any different than any other kind of fraud by deception where, e.g., you think you have a certain amount of assets with Bernie Madoff that make you rich, but in reality it’s all just fake and does not actually exist at all.

It’s just that Americans haven’t realized that their country has being defrauded out from under them, much like how the EU just snuck in and went from standardizing trade to co-opting democratic self-determination and just swiping national sovereignty out from under the people of Europe because the ruling class said “no take backs” and that’s just how it’s going to be now.


>EU just snuck in and went from standardizing trade to co-opting democratic self-determination

Where did that happen?


Brexit talking point. Just move on.


Given what's happening in the US (and especially with the supreme court), I don't have much faith that any law the government finds inconvenient or objectionable will be adhered to.


There are a lot of little William Ropers in America. No mere law will get in the way of them doing what they think is good.


(Unless the supreme court says otherwise)


(Or you're Australian trying to get back into your country during a pandemic)


Hyperbole is a constitutionally protected right for all Americans.


Well they should stop worrying. They will be fine. I suggest they don't make MSNBC or similar as their only news outlet. (and yes same for people who only watch Fox news or Newsmax).


I do as well.


You cannot actually deny entry of an American into America, at least not of a true naturally born American to at least one equally naturally born American parent and relatives, probably at least two more generations back.

People are not going to like hearing this, but everyone else who were merely made American citizens by process, has a bit of an increasingly minor risk of being denied entry if they or their first generation relative are deemed to have received their citizenship illicitly and or shown or even just accused of foreign ties, let alone any involvement of espionage or terrorism.

More likely is that even in cases of espionage and terrorism, the government would simply prefer permitting entry and then simply prosecuting people.


>You cannot actually deny entry of an American into America

They can just say you aren't one, throw your passport in the bin and deport you to that prison in central America.

If you're lucky you'll have a family/lawyer that will notice you didn't get home and have the resources to get you back.


> You cannot actually deny entry of an American into America, at least not of a true naturally born American

What counts as natural born is constantly subject to fuckery. (The Citizenshop Clause is all the Constitution has to say on citizenship, and it doesn’t directly address either naturalization or revocation.)It took Congress in 1924 to admit American Indians are born in America [1]. Meanwhile, we've created de facto exemptions on the positive side for e.g. John McCain [2] and Ted Cruz [3].

A future Congress (or potentially just the President, under Trump's precedents) could absolutely vote to strip citizenship from e.g. dual nationals or people who have travelled to this or that country.

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

[2] https://hls.harvard.edu/bibliography/why-john-mccain-was-a-c...

[3] https://hls.harvard.edu/bibliography/why-john-mccain-was-a-c...


You clearly have a strong bias, so I’m not sure it makes any sense in even engaging in conversation with you.

But to at least offer you some salvation from the memes you hold, as much as I didn’t like him, McCain was clearly a natural citizen as a function of his jus sanguinis birth to a legitimate American father. That is not an exception.

Additionally, it was not “admitted that Indians are born in America” as much as Congress did a little bit of magic to sidestep the fact that “Indians” had what up until recently still were effectively sovereign nations, and in some ways they still are, but kind of more like legal black holes and loopholes that supersede American law that everyone else is suppressed to follow, i.e., super-Americans. They weren’t in fact born in America, because the various types of “Indian” territories were effectively not America, regardless of the stunted and dull, rudimentary grasp on history, politics, governance, and reality the average person has.

Ironically, objectively speaking, the recent full recognition of Indian theories as American land with full rights while giving up sooner of their freedom and independence is arguably the last act of actual “colonialism” in human history as a function of its connection to the past. But that kind of thing is totally lost to the general public that has the ignorance of a bull in a China shop, and the maladjusted confidence of a redditor.


So they form the plastic (already processed) using machines they've imported, and then put pre-populated PCBs with components made in China inside them? Hardly soup to nuts manufacturing.

I've worked in a niche assembly line in North America where we populated some of the board components in-house, but they were etched in batches off-site.


The components aren't made in China


"have you traveled outside the country?" is a pretty common question. Doctors trained and practice in a specific context - an American hospital - may not recognize symptoms of common parasites or illnesses in other places. 16 years is a long time to incubate something but it could also be related to imported food, travelling back home, or a recent arrival of someone else.


Ed Zitron writes about this constantly: https://www.wheresyoured.at/the-case-against-generative-ai/

All of the big players - Nvidia, OpenAI, Oracle, Microsoft - are in insane circular financing agreements that would make Enron executives blush.


Wow this is quite a rant.

However Zitron seems to have forgotten that Google exists or makes TPUs. He mentions Google only 10 times in the entire article, always in a minor way.


Any reason to believe Google's unit economics on AI are any different than the other players here?

And Google is an advertising company. Mostly in search, and increasingly dependent on YouTube. Everything else is a net money loser, including Waymo, Gemini etc.


Almost doesn’t matter what Google’s short term unit economics on AI are as long as their shareholders and board are OK with it. Google makes money hand over fist and can afford it. Microsoft is fine, Oracle is fine, TSMC is fine. These other shops are leveraged to the hilt, so they’ll be in a world of hurt if people stop buying, financing, or investing.


Oracle is not fine. They are borrowing money hoping to get paid back by money losing OpenAI propped up by VC funding.

No business is going to run workloads on OCI outside of ones running Oracle. They a They are a way distance fourth in cloud. I’ve been working in cloud consulting for five years including the first three directly at AWS (Professional Services). No one worried about having talking points about competing against Oracle.

Microsoft, Google and Amazon have both internal products that can benefit from inference and cloud hosting.


Oracle is going to get screwed if they build a bunch of data centers and the customers (mostly OpenAI) all declare bankruptcy.


Oracle has started creating bonds with really long maturity 40years...?


You should listen to the latest episode of the Acquired podcast about Google.

Google also has GCP and unlike OpenAI who is dependent on VC funding and Oracle who is borrowing money. Google throws off cash like crazy and self funds its infrastructure which is already better than everyone else’s


> Any reason to believe Google's unit economics on AI are any different than the other players here?

Only when it comes to their TPUs, and sometimes that one thing may just be the difference to push them over the hump.

Per-token cost-wise, TPUs (& specialized processors in general) will beat GPUs every time. The efficiency difference between the 2 types is never to be ignored, & is likely why they can shotgun it everywhere.

> And Google is an advertising company. Mostly in search, and increasingly dependent on YouTube. Everything else is a net money loser, including Waymo, Gemini etc.

1) Each venture should be treated as a (relatively) isolated vertical slice

2) 9 out of 10 times, a venture just doesn't break even. That's just the nature of the business.


Well there's no circular financing for one thing.


Feedback loops. Always with the feedback loops.


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