Model Comparison 100% sign agreement
Model Editorial Structural Class Conf SETL Theme
claude-haiku-4-5-20251001 +0.47 +0.42 Moderate positive 0.36 0.32 Legal Access & Democratic Remedy
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.80 ND Strong positive 0.90 0.00 Patent Reform
deepseek/deepseek-v3.2-20251201 +0.38 ND Moderate positive 0.29 Intellectual Property Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +1.00 ND Strong positive 1.00 0.00 Patent Rights
claude-haiku-4-5 lite +0.72 ND Strong positive 0.85 0.00 Access to Justice
meta-llama/llama-3.3-70b-instruct:free lite ND ND
Section claude-haiku-4-5-20251001 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite deepseek/deepseek-v3.2-20251201 @cf/meta/llama-4-scout-17b-16e-instruct lite claude-haiku-4-5 lite meta-llama/llama-3.3-70b-instruct:free lite
Preamble 0.36 ND 0.20 ND ND ND
Article 1 0.30 ND 0.58 ND ND ND
Article 2 0.50 ND ND ND ND ND
Article 3 ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND
Article 6 ND ND 0.40 ND ND ND
Article 7 0.60 ND 0.40 ND ND ND
Article 8 0.58 ND 0.30 ND ND ND
Article 9 ND ND ND ND ND ND
Article 10 0.48 ND 0.30 ND ND ND
Article 11 0.30 ND ND ND ND ND
Article 12 ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND
Article 17 0.40 ND 0.67 ND ND ND
Article 18 ND ND ND ND ND ND
Article 19 0.62 ND 0.90 ND ND ND
Article 20 0.36 ND 0.68 ND ND ND
Article 21 0.76 ND 0.50 ND ND ND
Article 22 ND ND 0.30 ND ND ND
Article 23 0.30 ND 0.40 ND ND ND
Article 24 ND ND ND ND ND ND
Article 25 0.30 ND ND ND ND ND
Article 26 0.20 ND ND ND ND ND
Article 27 0.60 ND 0.70 ND ND ND
Article 28 ND ND 0.30 ND ND ND
Article 29 0.40 ND 0.25 ND ND ND
Article 30 ND ND ND ND ND ND
+0.47 Our right to challenge junk patents is under threat (www.eff.org S:+0.42 )
1291 points by prhrb 1000 days ago | 212 comments on HN | Moderate positive Contested Editorial · v3.7 · 2026-02-28 10:42:00 0
Summary Legal Access & Democratic Remedy Advocates
This EFF blog post strongly advocates for preserving the inter partes review (IPR) process as essential mechanism for challenging invalid patents, framing it as critical to fairness, innovation, and protection of small businesses from patent trolls. The article champions democratic participation in government rule-making, providing readers with specific tools (comment templates, federal submission links) to oppose proposed USPTO rules that would restrict patent challenges. EFF argues the proposed rules violate principles of equal treatment, due process, and access to effective remedy by discriminating against patent challengers.
Article Heatmap
Preamble: +0.36 — Preamble P Article 1: +0.30 — Freedom, Equality, Brotherhood 1 Article 2: +0.50 — 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: +0.60 — Equality Before Law 7 Article 8: +0.58 — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: +0.48 — Fair Hearing 10 Article 11: +0.30 — Presumption of Innocence 11 Article 12: ND — Privacy Article 12: No Data — 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: +0.40 — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.62 — Freedom of Expression 19 Article 20: +0.36 — Assembly & Association 20 Article 21: +0.76 — Political Participation 21 Article 22: ND — Social Security Article 22: No Data — Social Security 22 Article 23: +0.30 — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: +0.30 — Standard of Living 25 Article 26: +0.20 — Education 26 Article 27: +0.60 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: +0.40 — 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 +0.47 Structural Mean +0.42
Weighted Mean +0.47 Unweighted Mean +0.44
Max +0.76 Article 21 Min +0.20 Article 26
Signal 16 No Data 15
Volatility 0.15 (Medium)
Negative 0 Channels E: 0.6 S: 0.4
SETL +0.32 Editorial-dominant
FW Ratio 53% 39 facts · 34 inferences
Evidence 36% coverage
5H 10M 1L 15 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.39 (3 articles) Security: 0.00 (0 articles) Legal: 0.49 (4 articles) Privacy & Movement: 0.00 (0 articles) Personal: 0.40 (1 articles) Expression: 0.58 (3 articles) Economic & Social: 0.30 (2 articles) Cultural: 0.40 (2 articles) Order & Duties: 0.40 (1 articles)
HN Discussion 19 top-level · 23 replies
jpollock 2023-06-05 16:21 UTC link
Anyone have a link to the proposed rules? I couldn't see a reference to the text in the EFF release.
paddw 2023-06-05 16:26 UTC link
I assume this change is related to the patent office wanting to reduce its workload? Funding probably should be increased. Patent nonsense ends up costing everyone a LOT more in the long run.
myshpa 2023-06-05 16:29 UTC link
Why Software Patents are Bad, Period.

https://caseymuratori.com/blog_0027

Patents are out of control, and they’re hurting innovation

https://www.learnliberty.org/blog/patents-are-out-of-control...

Economic and Game Theory Against Intellectual Monopoly

https://web.archive.org/web/20120121014753/https://levine.ss...

PATENTS AND INNOVATION IN ECONOMIC HISTORY

https://gwern.net/doc/economics/2016-moser.pdf

Historical record shows how intellectual property systematically slowed down innovation

https://web.archive.org/web/20140306012646/http://blog.p2pfo...

Criticism of patents

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

BSEdlMMldESB 2023-06-05 16:38 UTC link
so which is it? "patents" being used by trolls? or American Corporations protecting their investments?

I remember when I realized why software patents are not going away any time soon; it was the same thought that I had when I tried to consider the quantity (amount) of dollars represented as 'valuable assets' in IBM's finances; assets which are just software patents.

dathinab 2023-06-05 16:42 UTC link
If I where a US citicens I would want whoever is resposible for it to be fired and investigated for corruption.

Because you need to either be severely incompetent to a point of by far not being qualified to do your job or corrupt to come up with that.

If you do a bit research into the patent system it becomes clear that if anything challenging being to difficult and expensive is a problem not the other way around.

freejazz 2023-06-05 17:00 UTC link
Disingenuous at best.
joemullin 2023-06-05 17:40 UTC link
I work for EFF and wrote the text of this blog post and action. On here I speak only for myself, but a couple points I want to add.

1) EFF has only filed one IPR ever, (linked in the post), against Personal Audio, to invalidate a patent asserted against podcasting. This was crowd-funded by hundreds of people. It required years of litigation beyond the IPR process itself.

2) Patent challenges should be open to all. There's nothing wrong with a "for profit" org challenging a government monopoly - it's a public benefit. A good patent will often hold up (many do), a wrongly granted one will usually go down.

Please read the examples in the post of (very) small businesses, individuals, and nonprofits (Wikimedia) who were protected because another organization, often a for-profit, filed a successful IPR.

It's truly upside down world when USPTO is concerned its very limited monopoly-challenging services are being overused by "for-profits" that file "serial" petitions. In my career I have analyzed hundreds of shell companies that have (each!) sent out dozens or hundreds of threat letters and lawsuits demanding patent royalty payments (patent trolls). Guess what? They're ALL for-profit. They ALL file serial petitions with the hopes of a fast payout.

We have limited means to challenge this extortionate business model, and now USPTO is trying to drastically limit one of the best options. I hope they reconsider, and we ask for your support.

Thanks to all and I appreciate the discussion here.

linuxhansl 2023-06-05 18:00 UTC link
I have a challenge out to all my friends: "Show me one, just one, software patent that is not obvious to someone skilled the field, and I will stop my annoying diatribes about how bad software patents are."

To this day I have yet to see to a useful software patent.

Animats 2023-06-05 18:28 UTC link
The effect of the anti-patent push has been to pivot the VC and startup industry from technology to buying market share. When patents were strong, you came up with an idea, got it working, got a patent, and then went to a VC for funding to deploy. Now, you come up with an idea, hype it, and go to a VC for funding to hype it more.
jmyeet 2023-06-05 19:51 UTC link
Intellectual property demonstrably stifles innovation. It is the ultimate rent-seeking behaviour. It's not limited to software patents either. Hell, it's not even limited to patents.

The Wright brothers had a patent on the flight control mechanism that they used to stifle innovation [1]. This problem was so bad that when the US entered the First World War, they were completely unable to produce any aircraft and had to buy them from the French. This ultimately led to Congress intervening to form a patent pool for aircraft patents, a system that persists til now.

In the early days of the Internet (ie Napster and Limewire era) there was a lot of hand-wringing about "stealing" music and how it hurt artists. Almost no artist makes sufficient income from music royalties. Only the very top do. The rest make a living from perfrmances and music IP doesn't impact that. But it does help record companies to explit artists, which is the main point.

The pharmaceutical industry claims patents are necessary for drugs. Thing is, most drug research is undertaken by government funding and then basically just handed over to Big Pharma, who spend most of their money on marketing not R&D. What R&D they do is largely to game the patent system to extend patents without minor but irrelevant changes.

Copyright law is repeatedly extended (in the US) largely to stop Mickey Mouse entering the public domain. At this point I'd be happier with a carve-out specifically for the stupid mouse and let everything else fall into public domain

We do not need intellectual property. For atistic works, 10 years. Max.

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

AlbertCory 2023-06-05 20:27 UTC link
This seems to be an evergreen topic on HN. Everyone likes to rant, and nothing changes.

Besides @myshpa's references below, I've published several things myself, and one of them made the front page of HN:

https://albertcory50.substack.com/p/lets-vote-on-it

https://albertcory50.substack.com/p/no-source-code-no-patent (front page)

It's not inconceivable that Congress, even one as dysfunctional as this one, could eventually agree that software is not patentable subject matter. That's Ripley's "nuke it from orbit" solution.

Democrats: because software patents are a tool of rich tech companies to maintain their dominance.

Republicans: because they hate the trial lawyers, and some R's are libertarian-leaning as well. And because they hate the tech giants, too.

Write your congressman & senators. Or pick some other active form of political participation.

dedev5 2023-06-05 21:26 UTC link
Let me play devils advocate here.

Although there are examples in this article of clearly scam patents being thrown out, please remember that there are likely examples of the opposite where clearly valid patents get thrown out without a court case, and more where it was unclear which way the patent office should go.

Overall, this alternative system to challenge patents weakens patents as it is indented to. Especially in software patents this is may be a good thing to many, but it is clear to see that this system has probably resulted in some valid patents not being filed as their inventors lack faith that a patent will prevent uncompensated ip theft, and it gets hidden instead.

manojlds 2023-06-05 22:19 UTC link
Well, we just had Apple boast about 5000 patents.
telecuda 2023-06-05 22:59 UTC link
The most useful thing about software patents IMO is what you uncover during the patent writing process. When you’re sitting there writing the equivalent of a 10-20 page college essay on the problem background, operating environment, then all the present and future uses of something novel (the provisional stage), it forces you to think in a way that no typical product management process does. There are few (any?) other forcing mechanisms I’ve seen that produce the same results.
wiseleo 2023-06-06 01:08 UTC link
Filed a comment. Please do the same. :)
zoobab 2023-06-06 09:19 UTC link
The USPTO is still granting software patents despite Alice.

Is there a way to make them stop?

xxxxx12345 2023-06-06 11:24 UTC link
Patents are supposedly granted to inventors, yet the preamble of each patent independently lists 'inventor' and 'assignee'. So what part exactly does the assignee play other than to represent capital? And clearly capital is valued over innovation, as it is the assignee that actually 'owns' the patent, not the inventor.
silexia 2023-06-07 13:34 UTC link
And of course the Federal Register site returns a 503 error when you try to leave a comment. Government hard at work as usual...
czhutch 2023-06-15 18:35 UTC link
Please go to US Inventor, https://www.usinventor.org & learn about Josh Malone (Bunch of Balloons) and what the PTAB is doing to legitimate inventors who's hard fought and paid for patents are getting 'nullified' by companies who just don't want to pay a reasonable licensing fee to use their invention. This is a very legitimate organization doing a lot on Capital Hill to help. They have a lot of info and encourage people to reach out to your Congressmen and Senators; loud voices everywhere sometimes break through.
gavinhoward 2023-06-05 16:22 UTC link
The "Take Action" buttons take you to a page with both the rules and a way to comment on them.
jpollock 2023-06-05 16:31 UTC link
My reading is that it's probably related to an extortion attempt where a firm went after VLSI and Intel?

https://www.jdsupra.com/legalnews/blackmail-at-the-uspto-dir...

JumpCrisscross 2023-06-05 16:34 UTC link
I’m not sure radicalising this debate helps anyone. We are trying for a narrow victory of preserving IPR. Turning that into a broader argument about software patents plays into the opposition’s hands.
acomjean 2023-06-05 16:38 UTC link
I'm pretty sure the patent office is funded by fees, so its in their interest to keep the applications coming. They also seem to avoid penalties even when their bad patents are overturned.

"The USPTO is a demand-driven, fee funded, performance-based organization with a commitment to delivering reliable IP protection and information to its various stakeholders; including serving inventors, entrepreneurs, and businesses in the U.S. and around the world." [1]https://www.uspto.gov/sites/default/files/documents/fy21pbr....

gregman1 2023-06-05 16:40 UTC link
There are no software patents in EU (maybe even in the whole Europe) with exception for specially designed hardware. Idk how that works.
judge2020 2023-06-05 16:43 UTC link
I'm starting to believe that all patents are at best ineffective, and at worse harmful in a globalized world, because it's not like airpods clones off aliexpress are actually being stopped at the port all too often.
dathinab 2023-06-05 17:00 UTC link
fighting a patent is quite expensive and hard and in case of proper patents (and many less proper) unlikely to succeed else many patent trolls wouldn't be able to earn so much money

This is the reason why most times patents are not fought until someone gets sued even through at that point more things are at risk, like temporary restricted sales, so normally a precaution patent invalidation should be preferred by the company starting to sell products where they know someone is patent trolling. But it isn't, as it's too expensive.

There probably had been cases of big companies using a "try to drown small company in lawsuits even if they are spurious" approach, but IMHO this is the wrong way to limit such power abuse (the right way is painful panelties and reparation if they are found to do so and reasonable fast court actions to stop this abuse until courts are settled).

freejazz 2023-06-05 17:01 UTC link
EFF can't tell you the difference because according to the EFF, there is no other kind of patent holder...
drschwabe 2023-06-05 17:18 UTC link
Thanks for the links. How do you suggest startup entrepreneurs work around the broader moral dillemma here?

On one had, we shouldn't feed the flames but on the other hand - we may need a foundation of patents for defensive measure or to reaslitically compete against the likes of IBM who have a gajillion patents.

And I'm aware of at least one government grant programs that requires patents apart of their application process. From what I can asertain this is otherwise money on the table, after meeting that prerequsite.

Are you suggesting we walk away from technology grants and just wing it with regards to what may happen when IBM legal team (or other patent troll) comes knocking ?

pclmulqdq 2023-06-05 17:53 UTC link
IPRs are pretty useful for challenging bad patents and should be very broad. However, I found myself in favor of this change, and honestly questioning the EFF's motives given how strong and personal (speaking specifically to the EFF's ability to challenge patents, not a generic third party) your expressed opinions were in this piece.

I am very sympathetic to the argument that Unified Patents and other folks who offer "IPR insurance" now can't fight bad patents, but hopefully if the rules pass they will be able to convert to either a non-profit or a financing model that allows them to sidestep this rule.

Also, are you aware of the argument in favor of this change? In a recent case, a patent troll used an IPR claim to attempt to extort a patent owner when that patent was going through active litigation. Limiting IPRs from for-profit entities not practicing in the field (also a requirement in the rule change) when small companies are actively suing someone else honestly sounds reasonable in light of this. See: https://www.uspto.gov/sites/default/files/documents/ipr2021-...

d--b 2023-06-05 18:21 UTC link
Patents become obvious the second they're out. This is exactly why they exist. But coming up with the stuff in the first place is what's hard.

I worked in video coding back in the day, I can assure you that there are stuff in the HEVC codec that are pretty far from obvious.

AlphaGo is pretty high up there too if you ask me.

Whether patenting software is useful or not is a different debate...

jordanpg 2023-06-05 18:24 UTC link
> software patent that is not obvious to someone skilled the field

Small but significant correction: software patent that was not obvious to someone skilled in the field AS OF THE FILING DATE (or priority date).

HPsquared 2023-06-05 18:30 UTC link
You can also go a level deeper and consider what the dollars themselves are, and why those will not go away either.
gorjusborg 2023-06-05 18:33 UTC link
This is one of the problems with 'Corporations are people' and 'Money is free speech'.

Once a revenue source is generated, there are now 'persons (corporations)' with very loud 'speech (money for lobbying)' that start attempting to influence law.

Governments are a collection of people that are hopefully optimizing toward the benefit of the people. I don't see how patent trolls benefit anyone that doesn't draw a paycheck directly from it.

GoblinSlayer 2023-06-05 18:43 UTC link
AIU USPTO is corrupt by design: its incentive is its own commercial interest.
api 2023-06-05 20:08 UTC link
Network effects are far more powerful than IP. Witness the fact that >50% of Twitter's users hate it and think everyone should leave but they are still using it because they are still using it.

Without IP the owners of the core hubs of network effects could take all intellectual products, monopolize them, and rent them back to us. We would be unable to resist because network effects are more powerful than we are as individuals.

Nezteb 2023-06-05 20:51 UTC link
Please set up a petition with https://resist.bot as well!
Spivak 2023-06-05 23:41 UTC link
And then the legal team runs it through the legalese obfuscator 9000 to make sure no one else will have any idea what it's even about.

Seriously, Google needed insider information at Sonos to infringe on their multi-room audio patent. Go read it and see if you could implement a working system from it https://patentimages.storage.googleapis.com/07/ef/fb/ac27ac8...

EGreg 2023-06-06 00:17 UTC link
I am glad Hacker News is still against massively centralized things of SOME kind. I remember when the cypherpunks here were in favor of blockchain and crypto. The latest zeitgeist of being against decentralized stuff (witness the hate of plebbit) is leading the “hackers” here to learned helplessness and support online feudalism (big tech monopolies). And I was worried people started to embrace patents too.

Y’all will love decentralization next summer again.

marc_abonce 2023-06-06 02:39 UTC link
I don't like software patents but are SIFT and SURF really obvious? Even after 2 tries of trying to read and understand how they work, I've still only gotten the most superficial high-level view of them.
omginternets 2023-06-06 05:00 UTC link
ARC cache is only obvious after it’s been shown to you.

Whether or not software patents are a good thing is an entirely separate question (one on which I suspect we agree, in fact) but software patents can and do contain actual non-obvious inventions.

nicce 2023-06-06 06:29 UTC link
If your design or method is new and unique, just a write scientific paper about it. It is about the same.
Editorial Channel
What the content says
+0.80
Article 21 Political Participation
High Advocacy Practice
Editorial
+0.80
SETL
+0.28

Article strongly advocates for democratic participation in government rule-making, framing public comment as essential duty and right.

+0.70
Article 8 Right to Remedy
High Advocacy Practice
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Article champions inter partes review (IPR) process as an effective remedy against wrongly-granted patents and patent trolling harm.

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Article 19 Freedom of Expression
High Advocacy Framing Practice
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Article champions right to speak and be heard on patent policy issues, framing free expression as essential to democratic rule-making.

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Article 7 Equality Before Law
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Article advocates strongly for equal application of patent law to all entities, emphasizing that rules should apply uniformly regardless of entity type.

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Element Modifier Affects Note
Legal & Terms
Privacy +0.25
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Article 29
Standard TOS language; no significant human rights restrictions observed.
Identity & Mission
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Article 19
Editorial independence evident; no editorial policy discovered that undermines human rights discourse.
Ownership +0.08
Article 19 Article 25
Nonprofit 501(c)(3) structure; no profit-driven ownership conflicts observed.
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Access Model +0.15
Article 19 Article 26
Content freely accessible; no paywall or access restrictions.
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Piwik analytics tracking present (anon-stats.eff.org); minor privacy concern despite anonymization claims.
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Site appears functional and navigable; no apparent accessibility barriers detected.
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Article 17 Property
Medium Framing

Article questions unlimited intellectual property monopolies, arguing that wrongly-granted patents inhibit innovation and harm public.

ND
Article 18 Freedom of Thought

ND
Article 22 Social Security

ND
Article 23 Work & Equal Pay
Medium Framing

Article advocates for protection of workers and small businesses from patent troll threats and economic harm.

ND
Article 24 Rest & Leisure

ND
Article 25 Standard of Living
Medium Framing

Article discusses economic harm from patent trolling, implying concern for adequate living standards and economic security.

ND
Article 26 Education
Low Framing

Article educates readers about patent system mechanics, due process, and policy implications.

ND
Article 27 Cultural Participation
Medium Framing Advocacy

Article advocates that innovation requires protection from monopolistic patents, framing patent reform as necessary to scientific and cultural freedom.

ND
Article 28 Social & International Order

ND
Article 29 Duties to Community
Medium Framing

Article frames patent challenges as community benefit, suggesting individuals have duty to participate in protecting collective good from patent abuse.

ND
Article 30 No Destruction of Rights

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.66 medium claims
Sources
0.6
Evidence
0.7
Uncertainty
0.6
Purpose
0.9
Propaganda Flags
2 manipulative rhetoric techniques found
2 techniques detected
loaded language
Repeated use of 'patent trolls' as dehumanizing label; 'gift for patent trolls,' 'absolutely hate the process,' 'troll-friendly rules'
appeal to fear
Title: 'Our Right To Challenge Junk Patents Is Under Threat'; repeated warnings about rules that 'will offer new protections to patent trolls' and make challenges 'impossible for some'
Emotional Tone
Emotional character: positive/negative, intensity, authority
urgent
Valence
-0.2
Arousal
0.8
Dominance
0.7
Transparency
Does the content identify its author and disclose interests?
0.65
✓ Author ✗ Conflicts ✗ Funding
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.76 mixed
Reader Agency
0.8
Stakeholder Voice
Whose perspectives are represented in this content?
0.42 4 perspectives
Speaks: organizationsgovernment
About: individualsworkerssmall_businessesmarginalized
Temporal Framing
Is this content looking backward, at the present, or forward?
present short term
Geographic Scope
What geographic area does this content cover?
national
United States
Complexity
How accessible is this content to a general audience?
moderate medium jargon general
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 21 entries
2026-02-28 10:42 model_divergence Cross-model spread 0.54 exceeds threshold (5 models) - -
2026-02-28 10:42 eval Evaluated by claude-haiku-4-5-20251001: +0.47 (Moderate positive) +0.07
2026-02-28 07:51 model_divergence Cross-model spread 0.60 exceeds threshold (5 models) - -
2026-02-28 07:51 eval Evaluated by claude-haiku-4-5-20251001: +0.40 (Moderate positive)
2026-02-28 01:40 dlq Dead-lettered after 1 attempts: Our right to challenge junk patents is under threat - -
2026-02-28 01:38 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:37 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:36 dlq_replay DLQ message 97691 replayed to LLAMA_QUEUE: Our right to challenge junk patents is under threat - -
2026-02-28 00:02 eval_success Light evaluated: Strong positive (0.80) - -
2026-02-28 00:02 eval Evaluated by llama-3.3-70b-wai: +0.80 (Strong positive)
2026-02-27 23:02 eval_success Evaluated: Moderate positive (0.46) - -
2026-02-27 23:02 eval Evaluated by deepseek-v3.2: +0.46 (Moderate positive) 11,143 tokens
2026-02-27 22:26 rater_validation_fail Parse failure for model deepseek-v3.2: Error: Failed to parse OpenRouter JSON: SyntaxError: Expected ',' or ']' after array element in JSON at position 17708 (line 330 column 6). Extracted text starts with: { "schema_version": "3.7", " - -
2026-02-27 22:26 eval_retry OpenRouter output truncated at 4096 tokens - -
2026-02-27 22:25 dlq Dead-lettered after 1 attempts: Our right to challenge junk patents is under threat - -
2026-02-27 22:22 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 22:21 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 22:21 eval_success Light evaluated: Strong positive (1.00) - -
2026-02-27 22:21 eval Evaluated by llama-4-scout-wai: +1.00 (Strong positive)
2026-02-27 22:20 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 22:16 eval Evaluated by claude-haiku-4-5: +0.72 (Strong positive)