Model Comparison 100% sign agreement
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 ND Strong positive 0.90 0.00 Financial Transparency
claude-haiku-4-5-20251001 +0.24 +0.10 Mild positive 0.27 0.19 Transparency & Accountability
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.80 ND Strong positive 0.90 0.00 Financial Transparency
deepseek/deepseek-v3.2-20251201 +0.28 0.00 Mild positive 0.50 0.54 Accountability & Transparency
claude-haiku-4-5 lite +0.75 ND Strong positive 0.85 0.00 Corruption & Accountability
meta-llama/llama-3.3-70b-instruct:free lite ND ND
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite claude-haiku-4-5-20251001 @cf/meta/llama-4-scout-17b-16e-instruct lite deepseek/deepseek-v3.2-20251201 claude-haiku-4-5 lite meta-llama/llama-3.3-70b-instruct:free lite
Preamble ND 0.22 ND 0.58 ND ND
Article 1 ND 0.12 ND 0.00 ND ND
Article 2 ND 0.06 ND 0.30 ND ND
Article 3 ND ND ND 0.44 ND ND
Article 4 ND ND ND 0.00 ND ND
Article 5 ND ND ND 0.00 ND ND
Article 6 ND ND ND 0.30 ND ND
Article 7 ND 0.38 ND 0.42 ND ND
Article 8 ND 0.22 ND 0.42 ND ND
Article 9 ND ND ND 0.00 ND ND
Article 10 ND ND ND 0.36 ND ND
Article 11 ND 0.00 ND 0.00 ND ND
Article 12 ND -0.10 ND -0.33 ND ND
Article 13 ND ND ND 0.00 ND ND
Article 14 ND ND ND 0.00 ND ND
Article 15 ND ND ND 0.00 ND ND
Article 16 ND ND ND 0.00 ND ND
Article 17 ND 0.16 ND 0.24 ND ND
Article 18 ND ND ND 0.00 ND ND
Article 19 ND 0.66 ND 0.84 ND ND
Article 20 ND ND ND 0.00 ND ND
Article 21 ND 0.22 ND 0.42 ND ND
Article 22 ND 0.16 ND 0.30 ND ND
Article 23 ND ND ND 0.00 ND ND
Article 24 ND ND ND 0.00 ND ND
Article 25 ND 0.06 ND 0.30 ND ND
Article 26 ND ND ND 0.00 ND ND
Article 27 ND ND ND 0.54 ND ND
Article 28 ND 0.26 ND 0.36 ND ND
Article 29 ND 0.12 ND 0.30 ND ND
Article 30 ND ND ND 0.00 ND ND
+0.24 Pandora papers: biggest leak of offshore data exposes financial secrets of rich (www.theguardian.com S:+0.10 )
1312 points by pseudolus 1610 days ago | 594 comments on HN | Mild positive Contested Editorial · v3.7 · 2026-02-28 07:48:25 0
Summary Transparency & Accountability Advocates
The Guardian's Pandora Papers investigation employs investigative journalism (19 journalists) to expose offshore financial schemes used by billionaires, world leaders, and officials to conceal wealth globally. Content strongly engages Article 7 (equality before law), Article 19 (free expression/information), and Article 21 (participatory governance) by publishing documented evidence enabling public and regulatory accountability. Coverage is undermined by tension with Article 12 (privacy) — publishing leaked private financial data — though editors justify this through public interest in corruption/tax evasion exposure. Overall framing advocates for transparency, fair international financial order, and accountability of the powerful.
Article Heatmap
Preamble: +0.22 — Preamble P Article 1: +0.12 — Freedom, Equality, Brotherhood 1 Article 2: +0.06 — Non-Discrimination 2 Article 3: ND — Life, Liberty, Security Article 3: No Data — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: ND — No Torture Article 5: No Data — No Torture 5 Article 6: ND — Legal Personhood Article 6: No Data — Legal Personhood 6 Article 7: +0.38 — Equality Before Law 7 Article 8: +0.22 — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: 0.00 — Presumption of Innocence 11 Article 12: -0.10 — 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: +0.16 — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.66 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: +0.22 — Political Participation 21 Article 22: +0.16 — Social Security 22 Article 23: ND — Work & Equal Pay Article 23: No Data — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: +0.06 — Standard of Living 25 Article 26: ND — Education Article 26: No Data — Education 26 Article 27: ND — Cultural Participation Article 27: No Data — Cultural Participation 27 Article 28: +0.26 — Social & International Order 28 Article 29: +0.12 — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Editorial Mean +0.24 Structural Mean +0.10
Weighted Mean +0.20 Unweighted Mean +0.18
Max +0.66 Article 19 Min -0.10 Article 12
Signal 14 No Data 17
Volatility 0.17 (Medium)
Negative 1 Channels E: 0.6 S: 0.4
SETL +0.19 Editorial-dominant
FW Ratio 61% 30 facts · 19 inferences
Evidence 27% coverage
3H 8M 3L 17 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.13 (3 articles) Security: 0.00 (0 articles) Legal: 0.20 (3 articles) Privacy & Movement: -0.10 (1 articles) Personal: 0.16 (1 articles) Expression: 0.44 (2 articles) Economic & Social: 0.11 (2 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.19 (2 articles)
HN Discussion 20 top-level · 30 replies
input_sh 2021-10-03 16:46 UTC link
For those wondering how this compares to Panama and Paradise Papers, those were leaks from mostly one company. This one includes 14 spread across many jurisdictions.
1024core 2021-10-03 17:11 UTC link
I would much prefer that the ICIJ make the original raw data available. Right now we don't know what they have omitted from the data.

ICIJ: stop being the gatekeepers.

lordnacho 2021-10-03 17:20 UTC link
It's time to have a big talk about transparency.

Some of the people who defend the ultra-rich are also the ones who claim to be in favour of free markets. A small bit of economic orthodoxy is that for free markets to work, parties need to be informed (and externalities priced in, but that's another story). This is not just in terms of "this is the price of bananas" but also in terms of knowing eg what various salaries are, which businesses are profitable, etc.

How can we have free markets when we don't even know who owns what?

As for taxation, there needs to be an overhaul. Things need to be simpler, and I say this as someone who has used international tax advisors. There's no reason the tax guy's diagram of your business should be more complicated than your own diagram. Moving profits to other countries shouldn't be possible, or rather, it should be more fixed by the nature of the business than by the desires of the CFO. We simply hear too much about "selling IP rights" to subsidiaries and similar schemes that are clearly meant to lower tax rather than increase revenue. Granted some things will be legitimate, but it's important that some vague concept of fairness is adhered to. This again goes back to transparency. We invented corporations to help improve society, so we ought to know what kinds of things people are doing with them.

Edit:

Perhaps the way to see it is, if you say "we make money by selling coffees in the UK" you would expect that entity to report a tax structure that contains a bunch of coffee and UK related entries. Reporting to investors ought to mirror reporting to the taxman.

au8er 2021-10-03 17:31 UTC link
I guess just like the Panama papers, leading journalists will be killed, investigations stop being reported in mainstream media, and the world goes quiet again with nothing changing.
xyzelement 2021-10-03 17:37 UTC link
On superficial reading, this story conflates tax minimization with cases of corruption.

Corruption means a politician becoming wealthy in an inappropriate way from their position of power. Even if they were to pay taxes this is still a huge negative for society. Wherhers it's the president of Azerbaijan or Nancy Pelosi, it's should rise to the level of criminal enrichment if properly investigated.

On the flip side are people who made their money legitimately and employ legal strategies available to them to minimize their tax bill. I have a hard time moralizing this because we all do it. Be it writing off donations, using tax loss harvesting, holding on to investments just long enough to not trigger capital gains taxes, etc - we all use strategies available to us to pay no more tax that we have to. I would expect nothing else from a more wealthy person. I would be totally fine if society made moves to close loopholes but I can't blame people for leveraging loopholes that exist because we should all do that.

xs 2021-10-03 17:42 UTC link
What I see here is tax evasion. But done in a roundabout legal loopholish kind of way.

1. Establish profitable company in your home country.

2. Establish 2nd company in a tax haven country.

3. Give 2nd company some kind of ownership, and then pay rental fees, licensing fees, or simply set up a high interest loan that the 2nd company loaned the first.

4. Once you set up a way to make it look like you owe the 2nd company tons of money, now your 1st company no longer is "profitable" and actually in debt losing money, which means it doesn't need to pay taxes on the massive profit it's making.

While I believe it's legal it hinges on bad ethical practice. But many large companies do this, such as cruise ships and I think Apple.

__turbobrew__ 2021-10-03 17:53 UTC link
In Canada, shell companies -- run by the owner's lawyers -- can hold property and there is no way to trace the property back to the original owners. The courts have found that the lawyers cannot be compelled to divulge the property ownership under lawyer-client confidentiality.

It is kind of insane that this is even allowed. How do you plan to tackle money laundering, corruption, and transparency when you cannot even figure out who owns the property in the first place?

Iv 2021-10-03 17:53 UTC link
It is time to cut down the tax havens from international financial circuits.
I_am_tiberius 2021-10-03 18:09 UTC link
I don't understand why they release names of people who they also say did not do anything wrong.
mygoodaccount 2021-10-03 18:12 UTC link
Another leak that will have people "outraged" by aggressively upvoting and commenting on articles for two weeks. The news cycle will move on, the leakers will be car bombed [0], and these papers will be memoryholed.

You can wait around for four years til a new set of old rich people get voted into power (maybe they'll be blue/red this time!!!!) and hope they get rid of the loopholes they all use. Maybe a couple more """revolutionary""" politicians will be elected who VERBALLY DISMANTLE AND DESTROY a couple billionaires in a senate hearing (OMG SO AWESOME!!!). Decide for yourself if you think anything will change.

There does exist a great equalizer, but I won't mention it. I like staying unb&.

[0] https://www.theguardian.com/world/2017/oct/16/malta-car-bomb...

rich_sasha 2021-10-03 18:13 UTC link
I was very excited when Panama papers came out. Intrigued when Paradise papers leaked. But now? Damning evidence of outright crimes came out and nothing happened. In the UK IIRC it was found that David Cameron evaded some taxes via offshore funds, and? He said he’s very sorry and didn’t mean to, and that was it.

Everyone knew before and after the rich don’t pay taxes. We don’t need more evidence, we need action.

maybelsyrup 2021-10-03 18:23 UTC link
I've wondered a lot about this with the Snowden and Wikileaks stuff, and I wonder about it with this topic too: the most salient part of this story, and about Panama Papers etc. before it, is how small a dent it seems to make in the discourse, and in the world as a result. At best, these stories get a good chunk of the airwaves for a couple of weeks, and then it's on to the next thing.

In history books, you get a sense sometimes that there were eras in which stuff like this sent people into the streets in rages. In which governments were voted out or overthrown, in which meaningful legislative responses were made. Or, you know, riots.

But I look around after reading those books and wonder what makes us so different. It's weird to live in this era. I read a Guardian article like this and look at the staggering sums, this entire "shadow financial system" devoted solely to one notion: I'm going to take as much as I can, in whatever way that I can, regardless of legality, and I'm going to give nothing back because I sincerely don't believe I owe anything back -- oh, and I'm going to keep it all a secret.

And I look around and not only don't see any riots; I sometimes get the feeling that people are actually envious, sometimes even respectful of the ingenuity it takes to manufacture these schemes. It's tough.

The only silver lining I can think of is what all the secrecy says: we're not just doing this in the open because we're still afraid we'll end up like the Romanovs if too many of you get angry. I think that while they're still afraid, there's still some hope.

EDIT: Reading some replies. It's weird to have to say this to such a smart crowd, but I'm not advocating riots as such; I'm advocating a substantive response. Of course riots are "bad" in some sense, but my observation is really about the odd contrast between the huge size of the "stimulus" (theft of wealth, much of it yours, on a staggering scale) and the tiny size of the "response" (newspaper articles and web forum discussions), especially when contrasted with other historical periods. So while I wouldn't "want a riot", seeing one would make me go "well, that makes sense".

TheChaplain 2021-10-03 18:23 UTC link
I don't mind people being filthy rich, but I'd rather see that they invest in their country instead of moving them off-shore.

If I had such level of riches I'd invest in stocks, companies, research, properties etc.. I'm certain it would open more job opportunities.

jedberg 2021-10-03 18:35 UTC link
The thing with all of these is that the rich people are probably just as surprised as you are to show up in these leaks in most cases.

When you get barely rich, like single digit millions, the banks will start to offer you "family office" services. They basically just take care of everything for you. You send them all your money and all your debts (even your phone bills and stuff), and they promise to make sure there is more at the end of the year than the start. They invest for you, they do accounting and file taxes for you. You give them limited power of attorney so you don't even see the tax forms.

If you ask how it all works, they tell you it's really complicated and you should just focus on doing whatever it is that made you rich and let them worry about managing the money for you. Sometimes they do ethical stuff, sometimes not, depending on which bank and which consultant you hire.

I'm not excusing the people who are here, just explaining how some people who you thought were good people end up in these leaks.

eyeball 2021-10-03 18:42 UTC link
Wonder if the person who leaked it will be killed in a car bombing like the journalist who broke the Panama papers.
manquer 2021-10-03 19:36 UTC link
A lot of negative comments that this is yet another leak and nothing is going to change.

I see a lot of positives,

Panama and paradise leaks were from one firm, this is from 14 different ones and by far the largest one in terms of number of documents, that's progress.

More transparency is always good , as an immediate impact asset owners like the British crown are now going to be lot more careful who they are buying from, the optics of enabling laundring is quite important for such buyers.

Removing such buyers from the market for dictators will limit who they can deal with making it more difficult and likely less lucrative for them in dealing with property

fmakunbound 2021-10-03 20:02 UTC link
> For a few hundred or a few thousand dollars, offshore providers can help clients…

Heh this is totally affordable for regular jack offs like me. Perhaps someone will create a public benefit corporation (benefit for the irony), democratize access to these schemes for everyone, draw the ire of government when tax revenue plummets and lead to new laws enacted.

missedthecue 2021-10-03 20:27 UTC link
None of the named people are American. Interesting.

https://www.icij.org/investigations/pandora-papers/power-pla...

streamofdigits 2021-10-04 08:39 UTC link
Two conclusions that are leaking about the "rich", like pus from an abscess:

* their abysmal greed and asocial psyche: When you already have billions, what does it matter if you pay any percentage in taxes? How does it have any material or imaterial impact on your quality of life if you contribute back to society a fraction of what it gifted you with?

* their deep fear of the societies they plunder: most people do accept some spread in wealth distribution if it is somehow "legitimate" and "kosher". Hidding their tracks and actions in complex constructions is how to engineer top-heavy, artificial, pyramids of wealth and power that exceed what would be acceptable under the cleansing light of transparency

xojoc 2021-10-03 17:22 UTC link
Previous leaks can be downloaded from here: https://offshoreleaks.icij.org/pages/database So probably the Pandora Papers will be downloadable in the near future too.
alexgmcm 2021-10-03 17:36 UTC link
And the Paradise Papers as well.. but who knows - third time lucky?
thr0wawayf00 2021-10-03 17:46 UTC link
> We invented corporations to help improve society

I think it's easy to say this, but I'm not sure the history of corporations bears this out. Technically, the first corporations were colonial expeditionary forces (like the Dutch VOC) that were sent to Africa and the Caribbean to control various types of precious resources and we all know what happened there.

I guess it all depends on who "society" is in your statement, because someone has always has to lose in a corporate structure.

Iv 2021-10-03 17:50 UTC link
Several EU countries (France and UK) have, IIRC, made very clear that fictive debt or fictive licensing fees are fraud an would be judged as such.
beermonster 2021-10-03 17:58 UTC link
Thank you. I was in fact wondering ! :)
turbinerneiter 2021-10-03 17:59 UTC link
If there is no owner to be found, it becomes government property. I think the owners would present themselves quickly.

We let this happen. We don't have to.

crispyambulance 2021-10-03 18:09 UTC link
> I would be totally fine if society made moves to close loopholes but I can't blame people for leveraging loopholes..

The first step in the right direction, then, is for people to become aware of these highly unsavory (but legal) practices. It's not going to be an easy fight. The kind of people that setup multiple shell companies to obfuscate the ownership of their assets have worked deliberately to extract wealth and game the system to a level that is unimaginable (at least for me before I heard about the related Panama Papers story that broke a couple years ago).

Ultimately, as we approach a global society with insane levels of wealth inequality and where public infrastructure and social safety nets have started to come apart at the seams, it's imperative that these "loopholes" get closed. Otherwise, we're going to be revisiting Feudalism in 21st century western democracies. Sadly some people seem to want that. They see it as a kind of gilded age lords and their servants.

piokoch 2021-10-03 18:14 UTC link
How could you cut off City of London Corp from international financial circuits. Or the Netherlands, which is one big tax paradise even though it may seem it is not. Luxembourg? Don't think that tax heavens are some remote, distant islands governed by some petty lord.

Taxation is really hard to enforce in the modern World. The biggest problem is that small, local companies cannot compete with big ones because they don't have resources to overcome taxation.

For me it make sense more sense to abandon corporate tax at all and make sure that all the resources, public services that company uses in a given country are paid by the company. If company uses trucks, it should pay for roads, etc.

I don't think that Facebook that operates from US and uses US resources and services should pay CIT tax in, say, France. If it uses internet infrastructure, just make Facebook to pay for it fair amount and that's all.

rcMgD2BwE72F 2021-10-03 18:17 UTC link
>We don’t need more evidence, we need action.

Are these exclusive?

goatsi 2021-10-03 18:18 UTC link
At least in BC a new law means that the Beneficial owner needs to be identified.

https://www2.gov.bc.ca/gov/content/housing-tenancy/real-esta...

einpoklum 2021-10-03 18:22 UTC link
"Free" and "market" are contradictions. Markets exist when individuals can amass capital irrespective of wider social needs, and this necessarily requires armed force, or the threat of armed force, to prevent people from collectively deciding about resource allocation. That's the state. Naturally the state also enforces many things besides ownership of capital, some of them better (like minimum wage and health and safety codes) and some worse. But the point is that even if you had the fantastical and anti-realistic "perfect information", markets wouldn't be "free".

At the same time, markets do "work". That is, the results of market interactions are what you might expect from market interactions: Accumulation of capital in fewer hands, economic cycles of various kinds, some motivation for innovation and lots of innovation for exploitation, war, scams and such...

losvedir 2021-10-03 18:22 UTC link
You call it "economic orthodoxy" but it's really nothing of the sort. There's not even really a technical definition of "free markets" so I don't know where you're getting your assertions.

I think you're kind of gesturing at the concept of "perfect competition", which is rigorously defined and does have technical requirements [0], one of which is perfect information. But it actually doesn't really apply to the tax situation of the owner.

In other words, for political and ethical reasons, there's a lot of reform that can and should be done, but I wouldn't dress up the argument in the form of "economic orthodoxy", unless you're talking about actual economic orthodoxies like lowering corporate income tax and preferring VAT to personal income tax.

edit: I should soften my confidence here, it's been a while since I did economics. At least, I've never heard of transparency extending beyond the good or service being a requirement for perfect competition... do you have a source for that, or can you clarify how it would affect things?

[0] https://en.m.wikipedia.org/wiki/Perfect_competition#Idealizi...

koolba 2021-10-03 18:24 UTC link
> Once you set up a way to make it look like you owe the 2nd company tons of money, now your 1st company no longer is "profitable" and actually in debt losing money, which means it doesn't need to pay taxes on the massive profit it's making.

It’s called “transfer pricing” and it’s been going on for decades: https://en.wikipedia.org/wiki/Transfer_pricing

Short of a revenue (as opposed to income) corporate tax or VAT, it’s a very tricky problem to address. Maybe an excise tax on foreign remittances to match the highest corporate bracket.

Or you just scrap corporate tax entirely because it’s a terrible idea anyway.

Zigurd 2021-10-03 18:25 UTC link
As others on this thread have pointed out, tax laws generally outlaw sham loans, licensing arrangements, etc. When that kind of cleverness works, it usually needs a boost from corruption since the tax laws already exclude it.
adflux 2021-10-03 18:26 UTC link
What's the equalizer? Revolution?
earnesti 2021-10-03 18:28 UTC link
Just ban them from using bitcoin and other cryptocurrencies and we should be fine.
dataflow 2021-10-03 18:28 UTC link
What I never understood is, (how) does the money get transferred to the home country eventually? Doesn't it need to do that to have some utility? Otherwise, what's the point of just accumulating money offshore that you can't eventually use where you actually are?
8ytecoder 2021-10-03 18:38 UTC link
They usually do. Even money parked in remote islands in companies end up as investment in their home countries. Except now with another layer to hide their identity and ability to dodge taxes.
jplr8922 2021-10-03 18:39 UTC link
I like the way you view it. A lot of non-rich people do not feel responsible at all for their wealth management. Some get lucky, and are very happy using their extra money to pay people to keep not thinking about this.
specialist 2021-10-03 18:41 UTC link
> We simply hear too much about "selling IP rights" to subsidiaries and similar schemes that are clearly meant to lower tax rather than increase revenue.

Huh. Made me wonder if advocates of IP reform could claim improved tax sanity as a benefit.

Happily, not an original thought.

Here's the first hit via ddg:

Intellectual Property Law Solutions to Tax Avoidance [2015]

https://www.uclalawreview.org/pdf/62-1-1.pdf

"Multinational corporations use intellectual property (IP) to avoid taxes on a massive scale, by transferring their IP to tax havens for artificially low prices. Economists estimate that this abuse costs the U.S. Treasury as much as $90 billion each year. Yet tax policymakers and scholars have been unable to devise feasible tax-law solutions to this problem. This Article introduces an entirely new solution: change IP law rather than tax law. Multinationals’ tax-avoidance strategies rely on undervaluing their IP. This Article proposes extending existing IP law so that these low valuations make it harder for multinationals to subsequently litigate or to license their IP. For example, transferring a patent for a low price to a tax-haven subsidiary should make it harder for the multinational to demonstrate the patent’s validity, a competitor’s infringement, or entitlement to any injunctions. The low transfer price should also weigh toward lower patent damages and potentially even a finding of patent misuse. Extending IP law in such ways would thus deter multinationals from using IP to avoid taxes. Both case law and IP’s policy justifications support this approach."

Also...

> How can we have free markets when we don't even know who owns what?

Yup. Open markets require symmetrical information.

jerf 2021-10-03 18:42 UTC link
"At best, these stories get a good chunk of the airwaves for a couple of weeks, and then it's on to the next thing."

This is the true power of the media. It isn't whatever lies or truths they may tell, though those are impactful in their own way... it is the way they decide what we think about at all. The true power of the media is to inflate some tiny incident that happened to one person to a national-scale, multi-week crisis... and to be able to take national-scale, multi-decade crises and bury them to the point that it's right down there with "conspiracy theories" to think about them.

If you pay attention, you can see this sometimes in action. They'll push a story expecting a certain reaction, but if they don't get the reaction they expect, poof, it's gone. There's always a huge pool of stories to draw from, far larger than they need to send any message they want without having to necessarily lie at any point. They just have to control the spotlight of attention to get the results they want.

Sometimes HN denizens talk about breaking out of the filter bubble. This might be a better way of thinking about it... instead think of it as breaking away from the attention spotlight being pushed on you by the media. Almost the entire world is taking place outside that spotlight.

fragmede 2021-10-03 18:46 UTC link
Step 4 glosses over a ton of details but is sufficiently correct in Apple's case, which pioneered the Double Irish. That was supposed to stop in 2020, but unless you keep up with the world of corporate finance and global tax law, things keep shifting.

Apple's easy to pick on, they're one of the richest companies in the world and should pay more taxes. But for companies that are less successful, it's entirely possible that the second company is actually losing money. Without an appropriately sized army to track through the 200th company (tracking transactions between two companies is simplified to make the tax evasion easy to understand. Real world tax evasion is dramatically more complicated.)

rcMgD2BwE72F 2021-10-03 18:48 UTC link
>On superficial reading, this story conflates tax minimization with cases of corruption.

Yes but many of the tax loopholes are just the result of the corruption of power (legal or not). It's only obvious to the people who benefit from it, so no one bats an eye.

sofixa 2021-10-03 18:50 UTC link
There were politicians in Iceland, Spain, Ukraine who resigned. There were multiple criminal investigations, and convictions.

There were no earth shattering mass arrests and government topplings, but it's unrealistic to expect such a thing.

Hokusai 2021-10-03 18:51 UTC link
Things happened: https://www.icij.org/investigations/panama-papers/five-years...

E.g. In Denmark, the country’s tax minister cited the Panama Papers to justify hiring hundreds of new employees to bolster the fight against tax fraud.

It was high news and had consequences. There is much work to be done, but 'nothing changing' is not the case.

Qw3r7 2021-10-03 18:56 UTC link
My thoughts exactly, which sucks.
Hokusai 2021-10-03 18:56 UTC link
> I don't mind people being filthy rich

You do not like that they move money offshore, and that is for a good reason, the super rich have so much resources that they can unilaterally distort the economy. The more concentrated the wealth the more fragile is the economy and the more is dependent on the mood of a few lucky people.

UncleOxidant 2021-10-03 19:03 UTC link
I hear what you're saying, but I don't think anyone is surprised anymore that the rich and powerful are manipulating the financial system. There's also a sort of unreal, weird aspect to these leaks. I get the feeling reading the article that there's either a lot they're leaving out (possibly just because it's too soon for them to have combed through all of the information) or that these leaks are orchistrated in some way to make certain political opponents look bad while other prominent politicians remain un-named and unscathed. I just get a distinct feeling that while yes, this stuff is likely quite true, it's purposely not complete (not blaming The Guardian here, I'm thinking the leakers are maybe leaking selectively).

They mention King Abdullah II of Jordan, but how likely do you think it is that there could or would be any consequences for him? It seems highly unlikely.

Also, they mention that Putin is not named directly in these papers, but we can be pretty certain that he's been involved in all sorts of financial skullduggery. Yes, they say that some of his close associates are mentioned, but even if it can be tied directly to Putin with 100% certainty it would have little to no effect in removing him from power as his power over Russia at this point is too strong for such allegations to have any effect.

And Who benefits from making Zelinskiy look bad?

EDIT: Maybe we're not more shocked because we suspect that if we knew the whole story it would actually be much worse than this?

leppr 2021-10-03 19:16 UTC link
"Representative democracies" train people to be apathetic.

Since birth they are made to believe that the miraculous democratic republic they live in gives them agency, and that the reason they actually don't have agency is because their fellow citizens are stupid and can't vote for the right things.

The result is a feeling of justified helplessness. There's no feeling of outrage at the greedy tyrannical ruling class, because after all either you or your neighors "chose" them.

And if taxation laws are unjust, it's your neighbors' fault. They voted for red while blue would obviously have your best interests in mind. Nevermind the fact that both red and blue are part of the same wealth and social class, who benefit from the same laws.

playpause 2021-10-03 19:22 UTC link
> “how small a dent it seems to make in the discourse, and in the world as a result”

I used to think this. But now I think: maybe the ‘dent’ I’ve been looking for is essentially just excitement and hype, which isn’t change. The narrative that change happens through the mass public getting angry, forcing politicians to respond, is overblown at best. I think the boring truth is that nearly all progress in this area (and there is progress) happens through countless bureaucrats diligently working for years on court cases and regulation changes to make it harder for people to get away with this stuff. For such bureaucrats, a leak like this is going to be relevant and valuable for years, long after the media has moved on. The people implicated in the leak didn’t want the leak to happen, and there’s a reason. Sure, most are probably too powerful to get prosecuted and put in jail, but it does curb their options for future shenanigans, and they will probably lose some money. Sanctions do work. I think it’s probably always been this way too – the exciting, romantic parts of history (marches, revolutions) are the exception, we just pay more attention to them.

Editorial Channel
What the content says
+0.70
Article 19 Freedom of Expression
High Coverage Advocacy
Editorial
+0.70
SETL
+0.26

Core exercise of freedom of expression: investigative journalism reporting on matter of significant public interest (financial corruption, tax evasion, governmental misconduct). 19 named journalists collaborate to publish findings. Exemplifies free press function.

+0.50
Article 7 Equality Before Law
High Advocacy Framing
Editorial
+0.50
SETL
+0.39

Core engagement: article explicitly exposes wealthy/powerful using legal structures (offshore companies) to hide assets, demonstrating systemic inequality in law application. Advocates implicitly for equal accountability and transparency.

+0.30
Preamble Preamble
Medium Advocacy Coverage
Editorial
+0.30
SETL
+0.24

Article exemplifies preamble's call for justice, freedom, and human dignity through investigative exposé of systemic concealment by powerful; advances rule of law through transparency.

+0.30
Article 8 Right to Remedy
Medium Advocacy Coverage
Editorial
+0.30
SETL
+0.24

Provides evidence/documentation enabling legal and regulatory remedies against tax evasion and corruption; investigation itself is remedial in nature.

+0.30
Article 21 Political Participation
Medium Advocacy Coverage
Editorial
+0.30
SETL
+0.24

Reports on government officials' financial conduct and accountability; names 30 world leaders and 300 public officials in leaked data. Enables citizens to participate in governance through informed knowledge of leaders' financial interests/conduct.

+0.30
Article 28 Social & International Order
Medium Advocacy Framing
Editorial
+0.30
SETL
+0.17

Critiques systemic inequality in international financial order; offshore schemes represent structural unfairness in global economy. Advocates for reformed, equitable international social and economic order.

+0.20
Article 1 Freedom, Equality, Brotherhood
Medium Advocacy Framing
Editorial
+0.20
SETL
+0.20

Exposes inequality: wealthy/powerful using legal structures to hide assets while ordinary citizens pay visible taxes; frames as systemic disparity in freedom and dignity.

+0.20
Article 17 Property
Medium Advocacy Coverage
Editorial
+0.20
SETL
+0.14

Exposes opaque property transactions through offshore structures (Blair example: £6.5m property acquired through BVI company); advocates for transparency in property rights/acquisition.

+0.20
Article 22 Social Security
Medium Advocacy
Editorial
+0.20
SETL
+0.14

Exposes tax evasion by wealthy/powerful; tax evasion undermines social programs (healthcare, education, infrastructure) funded by tax revenue. Indirectly advocates for adequate standard of living through fair taxation.

+0.20
Article 29 Duties to Community
Low Advocacy
Editorial
+0.20
SETL
+0.20

Advocates implicitly for duty to community through fair taxation; exposure of tax evasion supports community obligation principle.

+0.10
Article 2 Non-Discrimination
Low Coverage
Editorial
+0.10
SETL
+0.10

Coverage spans multiple nations (Azerbaijan, Ukraine, Kenya, UK, at minimum) without apparent discrimination in reporting on leaders and officials.

+0.10
Article 25 Standard of Living
Low Advocacy
Editorial
+0.10
SETL
+0.10

Indirect engagement: exposing tax evasion by wealthy supports health and social security systems funded by tax revenue. Limited direct engagement.

0.00
Article 11 Presumption of Innocence
Medium Coverage
Editorial
0.00
SETL
ND

Article names individuals but bases reporting on documentary evidence from leaked dataset; presents documented holdings without explicit accusations of wrongdoing, respecting presumption of innocence.

-0.10
Article 12 Privacy
High Framing
Editorial
-0.10
SETL
0.00

Article publishes leaked private financial data; this creates tension with privacy rights. However, subjects are public figures/powerful individuals and reporting is in public interest (tax evasion, corruption exposure). Net: mild negative on privacy dimension despite public interest justification.

ND
Article 3 Life, Liberty, Security

ND - Right to life, liberty, security not directly engaged by article content.

ND
Article 4 No Slavery

ND - Slavery not relevant to article scope.

ND
Article 5 No Torture

ND - Torture/cruel treatment not engaged.

ND
Article 6 Legal Personhood

ND - Recognition before law not directly addressed in article scope.

ND
Article 9 No Arbitrary Detention

ND - Arbitrary arrest/detention not engaged.

ND
Article 10 Fair Hearing

ND - Fair trial/hearing procedures not engaged.

ND
Article 13 Freedom of Movement

ND - Freedom of movement not engaged.

ND
Article 14 Asylum

ND - Right to asylum not addressed.

ND
Article 15 Nationality

ND - Right to nationality not addressed.

ND
Article 16 Marriage & Family

ND - Marriage and family rights not relevant.

ND
Article 18 Freedom of Thought

ND - Thought, conscience, religion not engaged.

ND
Article 20 Assembly & Association

ND - Peaceful assembly and association not engaged.

ND
Article 23 Work & Equal Pay

ND - Work and fair wages not directly engaged.

ND
Article 24 Rest & Leisure

ND - Rest and leisure not relevant.

ND
Article 26 Education

ND - Cultural participation rights not engaged.

ND
Article 27 Cultural Participation

ND - Scientific/cultural benefits not directly engaged.

ND
Article 30 No Destruction of Rights

ND - Protection of UDHR itself not engaged.

Structural Channel
What the site does
+0.60
Article 19 Freedom of Expression
High Coverage Advocacy
Structural
+0.60
Context Modifier
ND
SETL
+0.26

Article marked isAccessibleForFree=true; content available to general public without paywall. Multiple authors and institutional backing demonstrate structural commitment to information access.

+0.20
Article 7 Equality Before Law
High Advocacy Framing
Structural
+0.20
Context Modifier
ND
SETL
+0.39

Public disclosure of this investigation enables citizens to challenge unequal law application; provides evidence for regulators and investigators.

+0.20
Article 28 Social & International Order
Medium Advocacy Framing
Structural
+0.20
Context Modifier
ND
SETL
+0.17

Global investigation and reporting enable international coordination for reform of offshore secrecy systems.

+0.10
Preamble Preamble
Medium Advocacy Coverage
Structural
+0.10
Context Modifier
ND
SETL
+0.24

Public accessibility of investigation enables foundational access to justice information; Guardian as institution provides platform for accountability.

+0.10
Article 8 Right to Remedy
Medium Advocacy Coverage
Structural
+0.10
Context Modifier
ND
SETL
+0.24

Accessible reporting enables authorities and citizens to pursue legal remedies; documentation supports investigation and enforcement.

+0.10
Article 17 Property
Medium Advocacy Coverage
Structural
+0.10
Context Modifier
ND
SETL
+0.14

Public disclosure enables property rights verification and ownership transparency.

+0.10
Article 21 Political Participation
Medium Advocacy Coverage
Structural
+0.10
Context Modifier
ND
SETL
+0.24

Public reporting enables informed political participation and electoral accountability.

+0.10
Article 22 Social Security
Medium Advocacy
Structural
+0.10
Context Modifier
ND
SETL
+0.14

Exposure enables policy and enforcement responses to protect social safety net.

0.00
Article 1 Freedom, Equality, Brotherhood
Medium Advocacy Framing
Structural
0.00
Context Modifier
ND
SETL
+0.20

No structural engagement with Article 1 equality principle observable.

0.00
Article 2 Non-Discrimination
Low Coverage
Structural
0.00
Context Modifier
ND
SETL
+0.10

No structural element directly engaged.

0.00
Article 11 Presumption of Innocence
Medium Coverage
Structural
0.00
Context Modifier
ND
SETL
ND

Neutral structural engagement.

0.00
Article 25 Standard of Living
Low Advocacy
Structural
0.00
Context Modifier
ND
SETL
+0.10

No structural element directly engaged.

0.00
Article 29 Duties to Community
Low Advocacy
Structural
0.00
Context Modifier
ND
SETL
+0.20

No structural element directly engaged.

-0.10
Article 12 Privacy
High Framing
Structural
-0.10
Context Modifier
ND
SETL
0.00

Website publishes leaked private financial information; structural action violates privacy even if editorially justified by public interest.

ND
Article 3 Life, Liberty, Security

ND

ND
Article 4 No Slavery

ND

ND
Article 5 No Torture

ND

ND
Article 6 Legal Personhood

ND

ND
Article 9 No Arbitrary Detention

ND

ND
Article 10 Fair Hearing

ND

ND
Article 13 Freedom of Movement

ND

ND
Article 14 Asylum

ND

ND
Article 15 Nationality

ND

ND
Article 16 Marriage & Family

ND

ND
Article 18 Freedom of Thought

ND

ND
Article 20 Assembly & Association

ND

ND
Article 23 Work & Equal Pay

ND

ND
Article 24 Rest & Leisure

ND

ND
Article 26 Education

ND

ND
Article 27 Cultural Participation

ND

ND
Article 30 No Destruction of Rights

ND

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.77 medium claims
Sources
0.8
Evidence
0.8
Uncertainty
0.7
Purpose
0.9
Propaganda Flags
No manipulative rhetoric detected
0 techniques detected
Emotional Tone
Emotional character: positive/negative, intensity, authority
urgent
Valence
+0.4
Arousal
0.7
Dominance
0.5
Transparency
Does the content identify its author and disclose interests?
0.85
✓ Author
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.21 problem only
Reader Agency
0.3
Stakeholder Voice
Whose perspectives are represented in this content?
0.40 3 perspectives
Speaks: institutionindividuals
About: governmentindividualscorporation
Temporal Framing
Is this content looking backward, at the present, or forward?
present immediate
Geographic Scope
What geographic area does this content cover?
global
United Kingdom, Azerbaijan, Ukraine, Kenya
Complexity
How accessible is this content to a general audience?
accessible low jargon general
Longitudinal · 12 evals
+1 0 −1 HN
Audit Trail 32 entries
2026-02-28 11:21 eval_success Lite evaluated: Strong positive (0.60) - -
2026-02-28 11:21 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:21 model_divergence Cross-model spread 0.60 exceeds threshold (5 models) - -
2026-02-28 11:21 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Investigative journalism exposes abuses
2026-02-28 09:22 eval_success Light evaluated: Strong positive (0.60) - -
2026-02-28 09:22 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Investigative journalism exposes abuses
2026-02-28 09:21 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:21 model_divergence Cross-model spread 0.60 exceeds threshold (5 models) - -
2026-02-28 08:55 model_divergence Cross-model spread 0.60 exceeds threshold (5 models) - -
2026-02-28 08:55 eval_success Light evaluated: Strong positive (0.60) - -
2026-02-28 08:55 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Investigative journalism exposes abuses
2026-02-28 08:55 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:31 model_divergence Cross-model spread 0.60 exceeds threshold (5 models) - -
2026-02-28 08:31 eval_success Light evaluated: Strong positive (0.60) - -
2026-02-28 08:31 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Investigative journalism exposes abuses
2026-02-28 08:31 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:15 model_divergence Cross-model spread 0.60 exceeds threshold (5 models) - -
2026-02-28 08:15 eval_success Light evaluated: Strong positive (0.60) - -
2026-02-28 08:15 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive)
reasoning
Investigative journalism exposes abuses
2026-02-28 08:15 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:48 dlq_replay DLQ message 97775 replayed to WORKERS_AI_QUEUE: Pandora papers: biggest leak of offshore data exposes financial secrets of rich - -
2026-02-28 07:48 dlq_replay DLQ message 97768 replayed to WORKERS_AI_QUEUE: Pandora papers: biggest leak of offshore data exposes financial secrets of rich - -
2026-02-28 07:48 dlq_replay DLQ message 97760 replayed to WORKERS_AI_QUEUE: Pandora papers: biggest leak of offshore data exposes financial secrets of rich - -
2026-02-28 07:48 dlq_replay DLQ message 97752 replayed to WORKERS_AI_QUEUE: Pandora papers: biggest leak of offshore data exposes financial secrets of rich - -
2026-02-28 07:48 model_divergence Cross-model spread 0.60 exceeds threshold (4 models) - -
2026-02-28 07:48 eval Evaluated by claude-haiku-4-5-20251001: +0.20 (Mild positive)
2026-02-28 02:02 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 01:43 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 01:36 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-27 23:09 eval Evaluated by deepseek-v3.2: +0.26 (Mild positive) 17,553 tokens
2026-02-27 22:57 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive)
2026-02-27 22:14 eval Evaluated by claude-haiku-4-5: +0.75 (Strong positive)