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+0.16 Job-seekers are dodging AI interviewers (fortune.com)
607 points by robtherobber 206 days ago | 882 comments on HN | Mild positive Editorial · v3.7 ·
Summary Labor Dignity & Fair Work Advocates
Fortune reports on growing worker resistance to AI-driven hiring interviews, centering job seekers' concerns that the practice is dehumanizing and disrespectful. The article amplifies worker voices—multiple named candidates describe AI interviews as 'indignities' they refuse to accept despite unemployment risk—while acknowledging HR teams' practical need to handle high application volumes. The evaluation reflects moderate-to-strong positive engagement with labor rights and worker dignity, particularly in Article 23 (right to fair work) and Article 5 (freedom from degrading treatment), though it stops short of proposing systemic solutions or policy advocacy.
Article Heatmap
Preamble: +0.30 — Preamble P Article 1: +0.36 — Freedom, Equality, Brotherhood 1 Article 2: +0.18 — Non-Discrimination 2 Article 3: -0.12 — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: +0.36 — No Torture 5 Article 6: +0.06 — Legal Personhood 6 Article 7: +0.12 — Equality Before Law 7 Article 8: -0.18 — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: -0.12 — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: -0.13 — Privacy 12 Article 13: ND — Freedom of Movement Article 13: No Data — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: ND — Property Article 17: No Data — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.32 — Freedom of Expression 19 Article 20: +0.12 — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: -0.12 — Social Security 22 Article 23: +0.42 — Work & Equal Pay 23 Article 24: +0.06 — Rest & Leisure 24 Article 25: -0.06 — Standard of Living 25 Article 26: +0.03 — Education 26 Article 27: ND — Cultural Participation Article 27: No Data — Cultural Participation 27 Article 28: +0.24 — Social & International Order 28 Article 29: ND — Duties to Community Article 29: No Data — Duties to Community 29 Article 30: +0.18 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Weighted Mean +0.16 Unweighted Mean +0.11
Max +0.42 Article 23 Min -0.18 Article 8
Signal 19 No Data 12
Confidence 21% Volatility 0.19 (Medium)
Negative 6 Channels E: 0.6 S: 0.4
SETL +0.20 Editorial-dominant
FW Ratio 61% 41 facts · 26 inferences
Evidence: High: 1 Medium: 5 Low: 13 No Data: 12
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.28 (3 articles) Security: 0.12 (2 articles) Legal: -0.03 (4 articles) Privacy & Movement: -0.13 (1 articles) Personal: 0.00 (0 articles) Expression: 0.22 (2 articles) Economic & Social: 0.07 (4 articles) Cultural: 0.03 (1 articles) Order & Duties: 0.21 (2 articles)
HN Discussion 20 top-level · 30 replies
pjmlp 2025-08-04 09:34 UTC link
It is all almost making richer even more richer, instead of properly hiring people for HR, AI bots.

Instead of having more people at the supermarket, have the customers work as if they were employees, the only thing missing is fetching stuff from warehouse when missing on the shelves, but still pay the same or more.

Instead of paying to artists, do job ads using generated AI images with code magically showing off monitor's back.

Instead of paying translators, do video ads with automatic translations and nerve irritating voice tones.

Gotta watch out for those profits, except they forget people also need money to buy their goods.

Garlef 2025-08-04 09:35 UTC link
Maybe we can get a counter-AI that does the AI interview for us?
crinkly 2025-08-04 10:41 UTC link
I had AI interview recently and I was a little offended considering the level of position so I decided to go off script and complain about the perception it gave them rather than answering the questions. It neatly transcribed this and sent it to an HR drone who actually called me the next day and apologised as it was new technology that they had decided to use. But it turned out the advertised position didn't exist and they were trying to get someone who was qualified but desperate to take a lower position. Assholes all the way down.
glimshe 2025-08-04 11:10 UTC link
I don't know how to solve this in the current environment. A hiring manager friend said he's getting unprecedented number of application for a software engineering role.

Ultimately applicants will endure whatever companies put in front of them with a job market that is this bad.

If the government made this illegal companies would come out with ever increasingly silly filters, such as demanding specific college degrees, handwritten applications by snail Mail etc.

Havoc 2025-08-04 13:25 UTC link
Can’t say I’m surprised this latest evil comes out of HR land. Despite the name they’re not big on the human stuff
Balgair 2025-08-04 13:40 UTC link
I did one of these once. Once.

I felt so bad afterwards that I swore them off forever.

It's not like the 'interview' was terrible or anything. I knew it was AI from the start.

It was just that when I got done with it, I realized that I had talked at a computer for ~45 minutes. And, yet again, I was going to be ghosted by the company (I was), and that I was never going to get those 45 minutes back. That was time I could have used to apply for another job, or cook, or sleep, or exercise, or spend time with family. But no, like an idiot, I talked at a bot for that time for literally no reason.

Like, sure maaaaybe the company is going to use it as a screen for 'real' people. But the odds that it's not just another hoop they have for you to jump through are nil. If they send an AI 'interview' at you, that's the exact same as an email requesting yet more portfolio submissions. Pointless.

jghn 2025-08-04 13:48 UTC link
From both sides of the table, I have a strict philosophy that the candidate's time is the more valuable commodity.

Thus in any situation where a company is offloading internal effort but still requiring the candidate to put in time & effort, that's a company I would not want to work for. This is the ultimate expression of that bullcrap.

MrBrobot 2025-08-04 13:48 UTC link
> Candidates tell Fortune that AI interviewers make them feel unappreciated to the point where they’d rather skip out on potential job opportunities, reasoning the company’s culture can’t be great if human bosses won’t make the time to interview them. But HR experts argue the opposite; since AI interviewers can help hiring managers save time in first-round calls, the humans have more time to have more meaningful conversations with applicants down the line. “This gives me a bad feeling about your company” “But you’re wrong”
agentultra 2025-08-04 13:57 UTC link
> “The truth is, if you want a job, you’re gonna go through this thing,” Adam Jackson, CEO and founder of Braintrust, a company that distributes AI interviewers, tells Fortune. “If there were a large portion of the job-seeking community that were wholesale rejecting this, our clients wouldn’t find the tool useful… This thing would be chronically underperforming for our clients. And we’re just not seeing that—we’re seeing the opposite.”

They're seeing the opposite because people are desperate. When HR teams use tools like this interviewees have no choice. Braintrust are literally holding people hostage with this. Of course the numbers look good. But you didn't ask the people being interviewed by your product what they think of it or how it made them feel.

And of course Mr. Jackson doesn't care. His company's bottom line is his performance bonus.

lm28469 2025-08-04 13:57 UTC link
Two years ago I gave myself five years to get the fuck out of tech and boy am I happy I took this decision. It was slowly starting to look bleak before AI entered the hype cycle but now it's a full blown circus
bthrn 2025-08-04 13:59 UTC link
It's funny how employers try to rationalize this -- take Coinbase, for example: https://www.coinbase.com/blog/how-coinbase-is-embracing-ai-i...

> While some worry AI will dehumanize the hiring process, we believe the opposite. Deploying AI will enable more quality interactions, more quickly for the candidates who are the best fit for our jobs– without unnecessary administrative tasks or distractions. We fully believe in AI’s ability to build depth and breadth in our selection process, while acknowledging that the road ahead will have its challenges. Let’s face it: the candidates who want to work at Coinbase are as enthusiastic about AI as we are. They, like us, are optimistic about the future of this (and all) technology.

bendigedig 2025-08-04 15:00 UTC link
Can I let my AI chat bot do the interview for me? I want to filter out all of the crap companies before I commit my time to actually talking to them.
siliconc0w 2025-08-04 15:09 UTC link
The lack of mutual respect is the problem, there needs to be a disincentive to not waste your time. Human interaction is proof of stake in the transaction, if you replace it with a cheap substitute you need to provide some other proof - like a gift card or a donation to charity at least.
atbpaca 2025-08-04 15:33 UTC link
I quote: "applicants using the tech are overall happy with their experience—and its hiring manager clientele are enthusiastic". Let me translate the PR statement to the real-world: applicants dislike the tech and hiring managers are satisfied with lowering hiring costs.
0xpgm 2025-08-04 15:43 UTC link
> “The truth is, if you want a job, you’re gonna go through this thing,” Adam Jackson, CEO and founder of Braintrust, a company that distributes AI interviewers, tells Fortune. “If there were a large portion of the job-seeking community that were wholesale rejecting this, our clients wouldn’t find the tool useful… This thing would be chronically underperforming for our clients. And we’re just not seeing that—we’re seeing the opposite.”

That is quite rich coming from Braintrust. The founder should spend less time doing press interviews and more time listening to feedback from his own community. I was from the outside intrigued by the unique way of working and signed up to learn more about it.

The thing that immediately jumped out is community members complaining about failing the initial screening without any feedback at all. This initial screening is apparently an AI interview. If the AI is so great, it should be trivial to get it to explain why it rejected interviewees. Unless it has serious shortcomings that would be risky to publicize.

Alternatively, this could be a sneaky way of collecting training data for the AI by preying on unsuspecting humans.

bobro 2025-08-04 15:43 UTC link
> It does 100 interviews, and it’s going to hand back the best 10 to the hiring manager, and then the human takes over,” he says.

Yikes. One thing that's incredibly important about reaching the interview-stage of a job application has been that there is a parity, or even an imbalance favoring the candidate, in human time usage. The company's people (often multiple people at once) have to spend time with the candidate to conduct the interview, so there are stakes for scheduling an interview. The company is investing something into that interaction, so you as a candidate can have some faith that your time is being valued. In the very least, your 45 minute interview is valued at 45*n minutes of company labor for each interviewer.

Admitting right off the bat that you're going to waste the time of 90% of your applicants without these stakes is just wildly disrespectful.

codingdave 2025-08-04 15:57 UTC link
Take this entire paragraph and read carefully, and it explains how to kill this trend:

> “The truth is, if you want a job, you’re gonna go through this thing,” Adam Jackson, CEO and founder of Braintrust, a company that distributes AI interviewers, tells Fortune. “If there were a large portion of the job-seeking community that were wholesale rejecting this, our clients wouldn’t find the tool useful… This thing would be chronically underperforming for our clients. And we’re just not seeing that—we’re seeing the opposite.”

Great. So he is explicitly telling us that a boycott will work. There you go folks, you have your marching orders.

cal85 2025-08-04 16:43 UTC link
If I understand right, this is about actual text chatbots, where they don't hide that it's an AI interview? I've not experienced one of those, but I don't think it would be as bad as the time I was interviewed by AI through a human relay on a video call. It took me a long time to realise. Sometimes I'd say something 'technical' and she'd say "Mmm yes, definitely," nodding lots while typing something, but I got the funny feeling she hadn't understood. So I recalibrated, but then a few questions later she'd say something that indicated she must have understood the technical thing I'd said earlier. So I thought: oh cool, I am talking with a fellow engineer after all – and I'd get a little more technical with my answers again. But then I'd get that same unconvincing nodding response. After a few rounds of this it hit me that I was being interviewed by an AI, relaying through a human who was smiling and laughing and chatting while not understanding what the AI and I were talking about. The rest of the interview felt really uncomfortable.
SoftTalker 2025-08-04 18:05 UTC link
> Still, stretched-thin HR teams say it’s the only way to handle thousands of applicants.

You're doing it wrong if you're considering "thousands" of applicants.

First of all ask your current good employees if they can refer anyone.

If you need to go to resumes, sort by qualifications. Screen out obvious robo-applications, you know them when you see them just like you know spam email from the subject line alone.

Hint: if you're an insurance or financial services company in Chicago and getting applications from people with a degree from Stanford and 10 years of amazing experience at FAANG companies, they are fakes.

Hire the first candidate that has acceptable experience and interviews well. Check their references, but you don't need to consider hundreds or even dozens of people. Most people are average and that's who you're most likely going to hire no matter what you do.

Your job is also nothing very special. Have some humility. Very few companies need to be hiring the top 1% type of person, and your company is almost certainly of no interest to those people anyway.

gecko6 2025-08-05 02:59 UTC link
I was startled when I was interviewed by an AI interviewer, since I wasn't expecting anything like that (perhaps I'm naive). It asked a series of questions about my job experience and technologies I had not worked with, then at the end I was informed that my application had been rejected - for a position that was not the one I was applying to. I only regret that I did not think to just repeat "banana banana banana" over and over agin to see whether I could drive the AI into a weird state. That would have made it all worthwhile.
Mordisquitos 2025-08-04 09:43 UTC link
I had the same thought.

The CEO of Braintrust, a company that offers AI interviewers, is quoted as saying “The truth is, if you want a job, you’re gonna go through this thing,”. Let's see how they react to the founding of 'Trainbust', a company offering AI interviewees to respond to AI interviewers. The truth is, if they want to use AI interviewers, they’re gonna have to go through this thing.

linker3000 2025-08-04 10:01 UTC link
At least one of my local, out of town, supermarkets doesn't have a warehouse any more.

It's all Just in Time, with a residual amount above the main shelves. If you can't find what you want, they don't have it 'out back', because apart from an unloading area, there's no 'out back'.

afandian 2025-08-04 10:24 UTC link
That would be cheating!
9rx 2025-08-04 10:43 UTC link
> except they forget people also need money to buy their goods.

Do they? Money is simply the accounting of debt. You do something for me, and when I can't immediately do something in return for you, you extend a loan to me so that I can make good on my side of the bargain later. If we record that I owe you something at some point in the future, we just created money!

But if I don't need anything from you — because, say, magical AIs are already giving me everything I could ever hope and dream of — I have no reason to become indebted to you. Money only matters in a world where: You want/need people to do things for you, they won't do something for you without a favour returned in kind, and you cannot immediately return the favour.

yogsototh 2025-08-04 10:54 UTC link
I think this already exists and there are lot of them. Regarding stealth AI interview, there are many existing products.

Mainly they listen to the interview, and write down answers in an overlay for you to repeat. They ace leet code, etc...

I guess this is already pretty close.

hansmayer 2025-08-04 13:16 UTC link
> the only thing missing is fetching stuff from warehouse

Amateurs, IKEA solved that one decades ago ;) But that's Scandinavian practicality or whatever they use to sell themselves these days :)

druvisc 2025-08-04 13:21 UTC link
Name and shame.
clusterhacks 2025-08-04 13:38 UTC link
Just to add some hope and a different perspective, we received 23 applicants for an entry-level or early-career software developer position when it was open for a couple of months in early 2025. This is about the same number of applicants we usually get for an opening.

Applicant count for similar positions by year:

  23 - 2025 (the position I mentioned)
  31 - 2025
  10 - 2019
The above are three jobs where I was on the hiring committee and are relatively recent. My organization is relatively well-known but also pays a little bit below market in general.

I do think the market is very rough right now for software developers. I also know for a fact that "attractive" hiring companies can get a crazy number of applicants for each opening. SAS was famous for getting 1,000+ applicants per job just after the dotcom bust in the early 2000's.

codr7 2025-08-04 13:43 UTC link
Except being special trained to tear humans apart, that is.
siva7 2025-08-04 13:54 UTC link
Somehow i would rather stay homeless or prostitute myself than throwing my dignity away by letting an a.i. assess me over the whole job interview. Yet this is where we are heading. Being graded by openai (and co). Iris scanned by openai. Who knows what comes next..
colechristensen 2025-08-04 13:55 UTC link
My rule for interviews is the company has to spend equal human time or I decline.

This means no 8 hour tests, no talking to computers, no special little projects for me to evaluate me.

You get equal face time and no more than 45 minutes of me doing anything by myself (that's the max leeway).

If you want me to do anything else either I'm getting paid short term contractor rates or making you make a sizable donation to charity.

ep103 2025-08-04 14:02 UTC link
This is prime HR style lying. The response is: Problem statement. Claim that reality is the opposite of the problem statement, with no justification given, despite obvious evidence to the contrary. Statement that if reality doesn't match their claim, the worker is at fault. End of statement.

Dystopian, infuriating, unethical and immoral.

dorian-graph 2025-08-04 14:05 UTC link
> Let’s face it: the candidates who want to work at Coinbase are as enthusiastic about AI as we are. They, like us, are optimistic about the future of this (and all) technology.

Yet Anthropic didn't want people to use AI as part of interviewing for them.

jiehong 2025-08-04 14:07 UTC link
I’ve already been in an interview where the candidate had an AI join the meeting before the candidate themselves…
neilv 2025-08-04 14:12 UTC link
> “This gives me a bad feeling about your company” “But you’re wrong”

"Now you gave me two bad feelings about the company."

threetonesun 2025-08-04 14:13 UTC link
Same argument for removing customer service with chatbots or AI. It's entirely untrue, and creates a much worse customer experience, but because people drop out your KPIs / NPS is based off of people who were willing to put up with shit to get to a real human.
morkalork 2025-08-04 14:14 UTC link
Helps when you put more emphasis on resources part of HR; just something to be strip mined, processed and then discarded in a heap of slag.
inanutshellus 2025-08-04 14:22 UTC link
"With our services, you'll get the best desperate C-student out there for your open position!"
apwell23 2025-08-04 14:23 UTC link
pretty sure the idea itself didn't come out of HR dept.
yupyupyups 2025-08-04 14:28 UTC link
There is no mutual respect.
throwawayoldie 2025-08-04 14:30 UTC link
"While some worry AI will dehumanize the hiring process, we believe the opposite."

"AI will create jobs instead of destroying them."

"AI will solve the climate crisis despite doubling or tripling humanity's energy footprint."

At some point it became acceptable to lie to the public with a straight face.

AnimalMuppet 2025-08-04 14:32 UTC link
The key is skin in the game. If a human interviews me, if they're wasting my time, they're also wasting their own. So they have some incentive not to do that. But if an AI interviews me, the humans have no incentive not to waste my time.

You want to have an AI interview me? No. It can interview my AI agent if you want, but not me. You want to interview me? Put a human on the line.

syngrog66 2025-08-04 14:34 UTC link
Coinbase is a biz built by people willing to sell shovels to the cryptocurrency speculators. They've already filtered themselves as folks with questionable morals. They're like a cigarette manufaturer.
stalfosknight 2025-08-04 14:42 UTC link
Name and shame, please.
827a 2025-08-04 14:45 UTC link
Right; AI interviews select-out candidates who aren't desperate; who tend to be the highest quality candidates. Great job, Braintrust.

Some companies genuinely don't care though; they're a meatgrinder that just need to get warm souls into the machine. Ironically: These are the companies that are being eaten alive by AI right now.

armchairhacker 2025-08-04 14:47 UTC link
1. Use a TripleByte replacement (e.g. https://www.otherbranch.com/) to filter out obviously bad applicants. Basically, job-seekers do a long set of interviews, and if they pass, are considered generally competent.

2. If you get a lot of generally-competent employees after applying reasonable filters (e.g. matching skillset, expected salary), don't give them a long automated test, pick a smaller set randomly. All of them have demonstrated competence, and the likelihood that the test will give you more the more competent employees is offset by the likelihood that they'll move forward with applications more respectful of their time.

3. Do final-stage (human) interviews with the small set of employees, where you test specific skills relevant to the job. Here you can also throw a couple general-skill questions to ensure the applicant really is generally competent; it's not disrespecting their time, because it's part of the interview time and you're spending it as well (maybe it is if the entire interview is especially long, but then you're wasting also your own time).

The important part is 1). Otherbranch may not be good or popular, but at least if/when employee supply falls below demand, "mass interview" seems like something employers will need to filter out bad applicants without wasting good applicants' time.

bluefirebrand 2025-08-04 14:54 UTC link
> But HR experts argue the opposite

Once again proving that somehow HR has become captured by bug people

hoistbypetard 2025-08-04 15:00 UTC link
It feels like a missed opportunity. You could have attempted some humorous prompt injection.
Sinthrill 2025-08-04 15:04 UTC link
Would you mind sending me your Ai Resume? We could do a virtual onsite and get a feeling for what it would be like to virtually work with you and see if your Ai contributes positively to the culture of our team
dfxm12 2025-08-04 15:05 UTC link
What is an AI interview going to glean that it can't already from a resume?

The power imbalance is already so far tipped to the employer side. This verbiage doesn't even consider the applicant a human with time worth saving or worth having meaningful conversations!

Editorial Channel
What the content says
+0.70
Article 23 Work & Equal Pay
High Advocacy Framing
Editorial
+0.70
SETL
+0.70

Strong, focused advocacy for fair labor practices and dignity at work. Article centers worker agency, fairness of hiring processes, and company culture as indicators of labor rights. Job seekers explicitly state conditions they require for work participation.

+0.60
Article 1 Freedom, Equality, Brotherhood
Medium Advocacy
Editorial
+0.60
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Strong advocacy for equal dignity of job seekers. Article questions whether AI hiring respects workers' inherent worth and equal standing.

+0.60
Article 5 No Torture
Medium Advocacy Framing
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Strong focus on degrading treatment. Article repeatedly uses degradation-related language ('dehumanizing,' 'indignity') and centers worker experience of disrespect.

+0.50
Preamble Preamble
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Article frames hiring process in terms of human dignity and equal rights. Uses 'dehumanizing' and 'indignity' to describe worker experience, centering dignity as a core concern.

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Article 19 Freedom of Expression
Medium Advocacy
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Article actively amplifies worker voices expressing opinions and experiences. Multiple direct quotes give job seekers platform to speak candidly about AI interviews.

+0.40
Article 28 Social & International Order
Medium Framing
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Questions whether AI-driven hiring serves a just social order. Workers raise concerns about company values and future job security under automation.

+0.30
Article 2 Non-Discrimination
Low Framing
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+0.30

Article mentions age (56-year-old, 64-year-old workers) and notes prevalence across demographic, but does not analyze AI discrimination patterns.

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Article 30 No Destruction of Rights
Low Advocacy
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Documents workers actively resisting and refusing participation in practices they view as rights-violating.

+0.20
Article 7 Equality Before Law
Low Framing
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Notes unfair information asymmetry: AI cannot answer candidates' questions about company or culture.

+0.20
Article 20 Assembly & Association
Low Framing
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Notes informal worker organizing through social media but does not discuss formal collective action or unionization.

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Article 6 Legal Personhood
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Indirectly references wellbeing impact through describing job search as 'demoralizing and soul-sucking.'

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Article 24 Rest & Leisure
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Indirectly references wellbeing impact: job search is 'demoralizing and soul-sucking,' suggesting toll on rest and mental health.

+0.10
Article 26 Education
Low
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Notes AI skill assessment but highlights its limitations. One candidate conditions participation on not testing writing skills.

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Article 12 Privacy
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No discussion of privacy rights or data protection.

-0.10
Article 25 Standard of Living
Low
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Unemployment is presented as potential outcome of worker dignity assertion, without discussion of livelihood guarantees or support.

-0.20
Article 3 Life, Liberty, Security
Low
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Unemployment is framed as a personal cost and individual choice, not as a failure of the right to security or livelihood.

-0.20
Article 10 Fair Hearing
Low
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AI interviewing creates one-sided assessment without opportunity for meaningful exchange or challenge.

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Article 22 Social Security
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Frames unemployment as individual choice and market pressure, not as a social security or protection issue.

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Article 8 Right to Remedy
Low
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No mention of worker remedies, appeals, or recourse for candidates rejected by AI.

ND
Article 4 No Slavery

No observable content addressing slavery, forced labor, or servitude.

ND
Article 9 No Arbitrary Detention

No observable content regarding arbitrary detention or arrest.

ND
Article 11 Presumption of Innocence

No observable content addressing criminal law or presumption of innocence.

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Article 13 Freedom of Movement

No observable content regarding freedom of movement.

ND
Article 14 Asylum

No observable content regarding asylum or refugee rights.

ND
Article 15 Nationality

No observable content regarding nationality rights.

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Article 16 Marriage & Family

No observable content regarding marriage or family rights.

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Article 17 Property

No observable content regarding property rights.

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Article 18 Freedom of Thought

No observable content regarding freedom of thought, conscience, or religion.

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Article 21 Political Participation

No observable content regarding political participation.

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Article 27 Cultural Participation

No observable content regarding cultural or scientific participation.

ND
Article 29 Duties to Community

No observable content regarding individual duties or community responsibilities.

Structural Channel
What the site does
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Preamble Preamble
Medium Advocacy Framing
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No structural elements address dignity principles on-domain.

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Article 1 Freedom, Equality, Brotherhood
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+0.60

No structural implementation of equal rights principles observed.

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Article 2 Non-Discrimination
Low Framing
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No observable structural protections against discrimination.

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Article 3 Life, Liberty, Security
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No structural support for security or protection from job loss.

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Article 5 No Torture
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No structural safeguards against degrading treatment observed.

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Article 6 Legal Personhood
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No structural measures for wellbeing or safety.

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Article 7 Equality Before Law
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No structural equality safeguards observed.

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Article 8 Right to Remedy
Low
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-0.30

No visible appeals process or remedy mechanism.

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Article 10 Fair Hearing
Low
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Context Modifier
0.00
SETL
-0.20

No structural fairness safeguards in the hiring process described.

0.00
Article 19 Freedom of Expression
Medium Advocacy
Structural
0.00
Context Modifier
+0.02
SETL
+0.50

Fortune provides publishing platform but Mixpanel tracking limits full privacy autonomy.

0.00
Article 20 Assembly & Association
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.20

No structural support for worker association observed.

0.00
Article 22 Social Security
Low
Structural
0.00
Context Modifier
0.00
SETL
-0.20

No observable structural support for social security or livelihood protection.

0.00
Article 23 Work & Equal Pay
High Advocacy Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.70

No structural labor protections on-domain.

0.00
Article 24 Rest & Leisure
Low
Structural
0.00
Context Modifier
0.00
SETL
+0.10

No structural rest or leisure protections.

0.00
Article 25 Standard of Living
Low
Structural
0.00
Context Modifier
0.00
SETL
-0.10

No structural livelihood protections observed.

0.00
Article 26 Education
Low
Structural
0.00
Context Modifier
-0.03
SETL
+0.10

No observable education or skill development support.

0.00
Article 28 Social & International Order
Medium Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.40

No structural support for just social order observed.

0.00
Article 30 No Destruction of Rights
Low Advocacy
Structural
0.00
Context Modifier
0.00
SETL
+0.30

No structural protection against rights erosion.

-0.20
Article 12 Privacy
Low
Structural
-0.20
Context Modifier
-0.05
SETL
+0.20

Mixpanel analytics tracking visible in page source without explicit opt-in consent mentioned.

ND
Article 4 No Slavery

Not applicable.

ND
Article 9 No Arbitrary Detention

Not applicable.

ND
Article 11 Presumption of Innocence

Not applicable.

ND
Article 13 Freedom of Movement

Not applicable.

ND
Article 14 Asylum

Not applicable.

ND
Article 15 Nationality

Not applicable.

ND
Article 16 Marriage & Family

Not applicable.

ND
Article 17 Property

Not applicable.

ND
Article 18 Freedom of Thought

Not applicable.

ND
Article 21 Political Participation

Not applicable.

ND
Article 27 Cultural Participation

Not applicable.

ND
Article 29 Duties to Community

Not applicable.

Supplementary Signals
Epistemic Quality
0.63
Propaganda Flags
0 techniques detected
Solution Orientation
No data
Emotional Tone
No data
Stakeholder Voice
No data
Temporal Framing
No data
Geographic Scope
No data
Complexity
No data
Transparency
No data
Event Timeline 13 events
2026-02-26 21:22 eval_success Evaluated: Neutral (0.30) - -
2026-02-26 20:01 dlq Dead-lettered after 1 attempts: Job-seekers are dodging AI interviewers - -
2026-02-26 20:00 dlq Dead-lettered after 1 attempts: Job-seekers are dodging AI interviewers - -
2026-02-26 20:00 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 20:00 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 19:59 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:58 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:57 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:54 rater_validation_fail Parse failure for model llama-4-scout-wai: SyntaxError: Expected ',' or '}' after property value in JSON at position 11085 (line 409 column 33) - -
2026-02-26 19:12 dlq Dead-lettered after 1 attempts: Job-seekers are dodging AI interviewers - -
2026-02-26 19:10 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:09 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:07 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
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build 3e57f54+egy5 · deployed 2026-02-26 22:02 UTC · evaluated 2026-02-26 22:10:52 UTC