+0.13 Qatar helium shutdown puts chip supply chain on a two-week clock (www.tomshardware.com S:+0.15 )
687 points by johnbarron 2 days ago | 620 comments on HN | Mild positive Moderate agreement (2 models) Editorial · v3.7 · 2026-03-15 22:15:07 0
Summary Supply Chain Resilience Neutral
This Tom's Hardware article reports on a Qatar helium shutdown that disrupts global semiconductor supply chains, forcing SK Hynix to diversify suppliers. The content engages primarily with Articles 13, 19, 25, and 27 through transparent, freely accessible reporting on technology supply disruptions. While the article supports freedom of information and public access to supply chain intelligence, it does not center human rights concerns and contains unaddressed privacy tracking infrastructure that marginally undermines Article 12 protections.
Rights Tensions 1 pair
Art 12 Art 19 Privacy monitoring through ad tracking infrastructure conflicts with transparent information access; readers receive supply chain information but at cost of undisclosed data collection.
Article Heatmap
Preamble: +0.10 — Preamble P Article 1: ND — Freedom, Equality, Brotherhood Article 1: No Data — Freedom, Equality, Brotherhood 1 Article 2: ND — Non-Discrimination Article 2: No Data — 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: ND — Equality Before Law Article 7: No Data — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — 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: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: -0.28 — Privacy 12 Article 13: +0.34 — 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: +0.50 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: ND — Social Security Article 22: No Data — Social Security 22 Article 23: +0.05 — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: +0.23 — Standard of Living 25 Article 26: ND — Education Article 26: No Data — Education 26 Article 27: +0.38 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: ND — Duties to Community Article 29: No Data — Duties to Community 29 Article 30: 0.00 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
E
+0.13
S
+0.15
Weighted Mean +0.18 Unweighted Mean +0.17
Max +0.50 Article 19 Min -0.28 Article 12
Signal 8 No Data 23
Volatility 0.23 (Medium)
Negative 1 Channels E: 0.6 S: 0.4
SETL -0.02 Structural-dominant
FW Ratio 50% 14 facts · 14 inferences
Agreement Moderate 2 models · spread ±0.132
Evidence 11% coverage
4M 5L 23 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.10 (1 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.03 (2 articles) Personal: 0.00 (0 articles) Expression: 0.50 (1 articles) Economic & Social: 0.14 (2 articles) Cultural: 0.38 (1 articles) Order & Duties: 0.00 (1 articles)
HN Discussion 20 top-level · 30 replies
trollbridge 2026-03-13 13:15 UTC link
Aren’t there huge stockpiles of helium in the US? I can buy party sized tanks at Target or big tanks at the usual places like welding supply places.
lpcvoid 2026-03-13 13:23 UTC link
Great timing that the US recently sold its strategic helium supply.
arunc 2026-03-13 14:14 UTC link
So the RAM prices are going to skyrocket again?
abeppu 2026-03-13 16:04 UTC link
I remember hearing somewhere on this site that medical imaging got pretty good at building systems that recycle helium. Does chip manufacturing not do this or are the losses at their scale are still large enough that you need a substantial constant supply?
randerson 2026-03-13 19:19 UTC link
I've developed a new fear of my 2025 desktop PC being damaged by a power surge or something, because it would cost at least $2K more to replace than I paid for it, assuming I can even find parts now. Compared to the rest of my adult life when I used to secretly pray for something to fail so I would have a reason to upgrade.
hbrav 2026-03-13 20:08 UTC link
Tech divers are also probably gonna be having a Bad Time. Helium mixes are already pretty expensive, I assume this will make it far worse.
cyanydeez 2026-03-13 21:00 UTC link
The people trump relies on to make his decisions (if he's making them) include tons of far right accelerationists; so they'd be happy to watch modern society fall.
sillystuff 2026-03-13 21:05 UTC link
The US just finished divesting itself from its strategic helium reserve in 2024 due to the "Helium Stewardship Act of 2013"[1]

But, now we have a strategic bitcoin reserve.

[1] https://www.congress.gov/bill/113th-congress/house-bill/527

backprop1989 2026-03-13 21:10 UTC link
Step 1: Put the helium in a blimp Step 2: Fly around the straight and over to Taiwan Step 3: Pump it into the chip factory

There you go, solved it.

ordu 2026-03-13 21:22 UTC link
It is not just oil and helium supply chains, it is nitrogen fertilizers also, and in a season when they are needed the most:

https://www.science.org/content/blog-post/nitrogen-ammonia-a...

pg_bot 2026-03-14 00:52 UTC link
staplung 2026-03-14 01:41 UTC link
Can someone explain why helium is used for these purposes, as opposed to some other noble gas? I think there's more argon (it's about 1% of the atmosphere) than helium so is helium somehow special, or is it just cheaper, despite being rarer and non-renewable?
hedora 2026-03-14 02:03 UTC link
In related news, diesel is $7/gallon, and peets coffee is $25/lb, and computers (hardware and cloud) are up 25-50%.

The official numbers claim 3% inflation. Does anyone actually believe that? We were seeing 30% YoY before Iran here in California.

The discrepancy is so large, I’m wondering if there’s an official explanation or some reasonable explanation, or if they’re just not bothering anymore.

jondwillis 2026-03-14 04:51 UTC link
Accelerationists gonna accelerate
Robotbeat 2026-03-14 04:56 UTC link
I feel like people in these comments and commentators in general are just kind of ignoring the fact that the US produces more helium than Qatar, and in fact more helium than the entire Middle East combined, nearly 50% of the global total. The sale of the "helium reserve" is (mostly) irrelevant as well, because there's massive domestic helium production. https://www.wmi.badw.de/the-institute/helium-liquefaction-pl...

I get that the current situation is stupid, but can we at least be accurate? Qatar is FAR from the only source of helium. (And yes, helium of any type can be purified to high levels. That's also not just a Qatar thing.)

DoctorOetker 2026-03-14 06:05 UTC link
> South Korea is among the most exposed countries, which, according to the Korea International Trade Association, imported 64.7% of its helium from Qatar in 2025. The country relies heavily on helium imports to cool silicon wafers during fabrication and is understood to have no viable substitute.

I assume the helium is enclosed in a a chip's hermetically sealed package, if it were just for cooling wafers I don't understand why it can't reuse the helium?

isodev 2026-03-14 06:43 UTC link
So turning our backs on globalisation was a mistake after all. Everyone needs everyone to work well together. So much winning.

My PC was due for an upgrade this year (still using a video card from 2019)… so I really hope this keeps working for another … 5 ?! years

zkmon 2026-03-14 07:19 UTC link
I understand oil part. But why everything else can only be manufactured in these desert regions of the world?
steven_noble 2026-03-14 07:59 UTC link
"Helium production"? I'm assuming they're not running a fusion reactor...
globemaster99 2026-03-14 22:17 UTC link
Thanks for the American clowns and their terrorism, now the working class people of the rest of the world have to deal with one more head ache.
emsign 2026-03-13 14:11 UTC link
Balloon gas is ~20% oxygen, so your kids don't go unconscious while doing the funny voices.
desireco42 2026-03-13 14:12 UTC link
yeah that was completely crazy... never understood why they would do something like that
actionfromafar 2026-03-13 14:13 UTC link
Those party ballons were very cheap for a while.
infogulch 2026-03-13 14:13 UTC link
BLM [(Bureau of Land Management)] completes $460M sale of federal helium reserve to private company | 12/12/2024 | https://www.eenews.net/articles/blm-completes-460m-sale-of-f...

Messer Completes Acquisition of Federal Helium System from BLM | June 27, 2024 | https://www.messer-us.com/press-releases/messer-completes-ac...

dylan604 2026-03-13 18:18 UTC link
Depending on who you go to, some places will not sell you tanks of Helium. We did a balloon launch expecting to use Hydrogen because Helium was going to be problematic. The sales rep at the supply place took a look at the group of us knuckleheads with absolutely no Hydrogen experience and ended up selling us the Helium while also exchanging all of our connectors. Hydrogen tanks use specific connectors different from all other tanks to make using a hydrogen take by mistake very difficult. I was nervous about using hydrogen and had no issue with the higher price for the helium knowing I wasn't going to catch on fire.
hrmtst93837 2026-03-13 18:28 UTC link
Helium for party balloons is low grade and not pure enough for chip fab use, so stacking up birthday tanks won't keep TSMC running. Industrial grade helium has a restricted and oddly international supply chain thanks to regulation and a few weirdly-placed depots. The US 'helium stockpile' isn't really a menu you can just order from when a factory across the planet runs dry, especially if offtakes and logistics are tied up by decade-old government contracts. If you want to see supply chain fragility, try pricing MRI-grade helium after a shutdown and watch everyone in medical procurement panic quitely.
HerbManic 2026-03-13 18:41 UTC link
Of course, everything at the moment regardless of good or bad means higher RAM price.
observationist 2026-03-13 18:42 UTC link
Some of the fabs do recycle as effectively as they can, but MRIs use it in a single process, in liquid form, in a relatively constrained container. Fabs use it for a variety of processes, ranging from wafer cooling to purging environments, to making ultra ultra clean chambers. The scale of what they use is higher, too, so even if an individual process is more efficiently recapturing helium, they might go through a few tons a day, with an MRI only using a few liters and losing 5% or less.
stevenwoo 2026-03-13 19:33 UTC link
All natural gas deposits contain helium at various concentrations, it's only commercially worth harvesting above a certain percentage but speculate the problem is the US can't just fill the Qatar loss in supply immediately since we have plentiful natural gas.
SlightlyLeftPad 2026-03-13 19:33 UTC link
Silver lining: literally all Macs are a total steal right now.
mc32 2026-03-13 19:41 UTC link
Good old JIT stock management for essential materials, right?

One’d think that they’d keep more than a couple of weeks’s supply of critical materials —too bad many copied Cook’s and others’s JIT inventory management for everything.

throwup238 2026-03-13 19:48 UTC link
The big problem is purity. Fabs use grade 5 and 6 helium where contaminants are 1-10 parts per billion. The infrastructure to get it that pure becomes very specialized and any time the helium goes through a process it picks up so much contamination that recycling it would require the entire purifying and quality control infrastructure for pressure or temperature swing adsorption.

Some fabs are starting to reuse helium in downstream processes but there’s only so much they can do without expanding their core competency into yet another complex chemical manufacturing process.

MRI machines don’t need high purity helium and the contamination doesn’t “gunk up” all the tools so it’s not an issue to recycle it there.

srik 2026-03-13 20:03 UTC link
Living in developing countries taught me to never plugin expensive computers without a surge protector UPS.
vablings 2026-03-13 20:10 UTC link
Also, copper welding involves the use of helium as shielding gas. Helium shortage is painful
johnbarron 2026-03-13 20:39 UTC link
I tried upgrading to 32 GB of RAM...but the bank offered me a mortgage instead...
vdfs 2026-03-13 21:49 UTC link
Aluminum too, Qatar shutdown a smelting plant which take a year to restart
fnord77 2026-03-13 21:50 UTC link
put the chip factory on the blimp
jayd16 2026-03-13 21:52 UTC link
How do you get the blimp back?
fuddle 2026-03-13 22:03 UTC link
An easy target for a drone!
bpye 2026-03-13 22:40 UTC link
Over the last two years I bought 2 4TB SSDs, 64GB DDR5 ECC UDIMM and 4 14TB HDDs.

I couldn't justify buying any of them today.

bgnn 2026-03-13 23:17 UTC link
This is an extremely pure form of He, not the stuff used by the divers. That's a completely different supply chain.
whatsupdog 2026-03-13 23:51 UTC link
rationalist 2026-03-14 01:17 UTC link
It sounds like it won't affect prices that much?

> South Korean memory giant SK hynix has since said it had diversified supplies for helium and secured sufficient inventory. Meanwhile, TSMC said that it doesn’t currently anticipate a notable impact following Ras Laffan going offline, but that it’s monitoring the situation.

tokioyoyo 2026-03-14 01:41 UTC link
Financialization of everything is so funny to me, because even I, who is extremely stupid when it comes to big money stuff, can see not having state capacity on important stuff is insane. By that, I mean hard resources, materials, THINGS.
oefrha 2026-03-14 01:59 UTC link
You do realize helium is a byproduct of LNG production and if you’re not pumping gas you’re not getting helium? It’s not a transportation issue.
nine_k 2026-03-14 02:01 UTC link
Helium has the second highest [1] specific heat capacity (after hydrogen); it's significantly higher than that of even water. It's damn efficient at cooling or heating. With that, it's chemically inert, unlike hydrogen or ammonia. There's no reasonable substitute.

[1]: https://en.wikipedia.org/wiki/Table_of_specific_heat_capacit... (Sort by the third column.)

happyopossum 2026-03-14 02:06 UTC link
> We were seeing 30% YoY before Iran here in California.

We didn’t even see that across the board during the height of Covid-flation. What metrics are you using to get that number?

hedora 2026-03-14 02:11 UTC link
It’s going to be 90-100F in California next week.

Not sure how that impacts fertilizer demand, but it certainly screws up planting season.

The ground will be dry in a week or two, and they’re predicting the worst spring snowpack on record (after the wettest Christmas in Southern California on record).

Maybe someone else can use the fertilizer?

imperialdrive 2026-03-14 02:15 UTC link
Entry level Dell servers that used to cost 1,700 US are now going for 17,000!!! I'm talking absolute basics with 16GB of memory etc. Wild times.
dgoldstein0 2026-03-14 04:32 UTC link
so every inflation number has to be understood by following (a) when is it measuring and (b) what is it measuring. For when: a lot of economic data is lagging indicators, e.g. last quarter - and inflation is usually % more year over year, whereas a lot of people seem to care about inflation on the 2-5 year time frame instead of just 1 year. For the what - we'd have to dig into whether it's national averages, state averages, or local; what percentage of the measurement is rent vs housing prices vs groceries (and what grocery items) vs clothing vs computers vs utilities etc etc. It's very likely that the idealized basket of goods that they are measuring the cost of doesn't actually match your expenses or even the average household expenses for your area. Or possibly even, for the whole country.

The meta problem is that price data - assuming we can even reliably observe it - is super high dimensional, and we're trying to reduce it all to a single number.

Editorial Channel
What the content says
+0.35
Article 19 Freedom of Expression
Medium Advocacy Practice
Editorial
+0.35
SETL
0.00

Article exercises freedom to seek, receive, impart information about geopolitical supply chain disruptions affecting global technology markets. Transparent reportage of SK Hynix response to helium shortage.

+0.30
Article 13 Freedom of Movement
Medium Framing Practice
Editorial
+0.30
SETL
-0.20

Article freely reports on geopolitical/supply chain events affecting technology access. Reporter identified and linked to professional profile, supporting freedom of information and expression.

+0.25
Article 27 Cultural Participation
Medium Framing Practice
Editorial
+0.25
SETL
+0.11

Article addresses technological and scientific progress through supply chain reporting. Free access to information about global technology markets supports participation in scientific community benefits.

+0.15
Article 25 Standard of Living
Low Framing
Editorial
+0.15
SETL
+0.09

Article addresses supply chain stability affecting access to technology products. Implicitly relates to material standard of living through technology availability, but does not frame health or welfare as primary concern.

+0.10
Preamble Preamble
Low Framing
Editorial
+0.10
SETL
ND

Article frames supply chain disruption as a material constraint on technological stability, tangentially relevant to prosperity and social progress. No explicit invocation of human dignity or equality principles.

+0.05
Article 23 Work & Equal Pay
Low Framing
Editorial
+0.05
SETL
ND

Article reports supply chain disruption affecting technology manufacturing and labor-intensive chip production. Implies workforce impacts at SK Hynix and supplier networks without explicit labor rights framing.

0.00
Article 30 No Destruction of Rights
Low
Editorial
0.00
SETL
ND

Article does not invoke UDHR or human rights frameworks to interpret supply chain reporting.

-0.20
Article 12 Privacy
Medium Practice
Editorial
-0.20
SETL
-0.10

Article tracks readers and monetizes data for advertising. No disclosure of tracking practices or reader opt-out mechanisms evident in article itself.

ND
Article 1 Freedom, Equality, Brotherhood

Article does not engage with dignity, equality, or reason/conscience concepts.

ND
Article 2 Non-Discrimination

No discussion of discrimination or enumerated protected statuses.

ND
Article 3 Life, Liberty, Security

Right to life, liberty, security of person not addressed.

ND
Article 4 No Slavery

No slavery or servitude content.

ND
Article 5 No Torture

No torture or cruel treatment content.

ND
Article 6 Legal Personhood

Right to recognition as a person before law not addressed.

ND
Article 7 Equality Before Law

Equality before law not engaged.

ND
Article 8 Right to Remedy

Right to effective remedy not addressed.

ND
Article 9 No Arbitrary Detention

Arbitrary arrest or detention not engaged.

ND
Article 10 Fair Hearing

Fair and public hearing not addressed.

ND
Article 11 Presumption of Innocence

Due process and presumption of innocence not engaged.

ND
Article 14 Asylum

Asylum and persecution not addressed in technology supply chain reporting.

ND
Article 15 Nationality

Nationality and statelessness not engaged.

ND
Article 16 Marriage & Family

Marriage and family not addressed.

ND
Article 17 Property

Property rights not substantively engaged.

ND
Article 18 Freedom of Thought

Freedom of conscience, thought, religion not addressed.

ND
Article 20 Assembly & Association

Freedom of assembly and association not addressed.

ND
Article 21 Political Participation

Participation in government and voting not engaged.

ND
Article 22 Social Security

Social security and economic rights not substantively addressed.

ND
Article 24 Rest & Leisure

Rest, leisure, and reasonable working hours not engaged.

ND
Article 26 Education

Education and vocational training not addressed in technology supply chain reporting.

ND
Article 28 Social & International Order
Low Practice

No explicit engagement with social and international order for rights realization.

ND
Article 29 Duties to Community

Community and human dignity development not framed as article purpose.

Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy
Privacy policy not accessible from provided content; standard tech publication practice.
Terms of Service
Terms of service not accessible from provided content.
Identity & Mission
Mission
Tom's Hardware mission focuses on technology reporting and product reviews; not primarily human rights advocacy.
Editorial Code
No explicit editorial code of conduct visible in provided content.
Ownership
Part of Future plc (evident from CDN domain). Commercial tech publication.
Access & Distribution
Access Model +0.15
Article 19 Article 27
Article appears freely accessible online. No paywall detected in provided content. Supports broad access to information about technology supply chains.
Ad/Tracking -0.10
Article 12
Multiple ad units and tracking infrastructure evident in page structure (Future plc advertising network). No explicit opt-out mechanism visible in provided content.
Accessibility +0.10
Article 25 Article 26
Page uses semantic HTML and schema.org markup for accessibility. Responsive design supports multiple device sizes. No explicit accessibility statement visible in provided content.
+0.40
Article 13 Freedom of Movement
Medium Framing Practice
Structural
+0.40
Context Modifier
0.00
SETL
-0.20

Article published without apparent editorial suppression. Byline and author links visible. Free public access to content (no paywall observed) supports information circulation.

+0.35
Article 19 Freedom of Expression
Medium Advocacy Practice
Structural
+0.35
Context Modifier
+0.15
SETL
0.00

Article freely published without censorship. Public access enabled. Reporting attributed to named journalist with verifiable profile. Multiple information sources implied (SK Hynix statements, supply chain analysis).

+0.20
Article 27 Cultural Participation
Medium Framing Practice
Structural
+0.20
Context Modifier
+0.15
SETL
+0.11

Website freely publishes technical information about semiconductor supply chains and manufacturing. Public accessibility enables broader participation in technological literacy and informed consumption.

+0.10
Article 25 Standard of Living
Low Framing
Structural
+0.10
Context Modifier
+0.10
SETL
+0.09

Free public access to information about supply chain disruptions supports readers' informed decision-making about technology purchases and availability.

0.00
Article 30 No Destruction of Rights
Low
Structural
0.00
Context Modifier
0.00
SETL
ND

No observable structural features preventing misuse of rights language.

-0.15
Article 12 Privacy
Medium Practice
Structural
-0.15
Context Modifier
-0.10
SETL
-0.10

Page contains multiple ad units, cookie/tracking infrastructure, and Future plc advertising network integration. No prominent privacy control visible in provided content.

ND
Preamble Preamble
Low Framing

Not applicable to Preamble.

ND
Article 1 Freedom, Equality, Brotherhood

No structural features observable that relate to universal human dignity.

ND
Article 2 Non-Discrimination

No structural signals observable.

ND
Article 3 Life, Liberty, Security

No observable structural features.

ND
Article 4 No Slavery

No observable structural features.

ND
Article 5 No Torture

No observable structural features.

ND
Article 6 Legal Personhood

No observable structural features.

ND
Article 7 Equality Before Law

No observable structural features.

ND
Article 8 Right to Remedy

No observable structural features.

ND
Article 9 No Arbitrary Detention

No observable structural features.

ND
Article 10 Fair Hearing

No observable structural features.

ND
Article 11 Presumption of Innocence

No observable structural features.

ND
Article 14 Asylum

No observable structural features.

ND
Article 15 Nationality

No observable structural features.

ND
Article 16 Marriage & Family

No observable structural features.

ND
Article 17 Property

No observable structural features.

ND
Article 18 Freedom of Thought

No observable structural features.

ND
Article 20 Assembly & Association

No observable structural features.

ND
Article 21 Political Participation

No observable structural features.

ND
Article 22 Social Security

No observable structural features.

ND
Article 23 Work & Equal Pay
Low Framing

No structural features observable regarding labor rights protections.

ND
Article 24 Rest & Leisure

No observable structural features.

ND
Article 26 Education

No observable structural features.

ND
Article 28 Social & International Order
Low Practice

Page uses schema.org and semantic markup supporting machine-readable accessibility, which tangentially supports international data interoperability standards.

ND
Article 29 Duties to Community

No observable structural features supporting community responsibility framing.

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.63 medium claims
Sources
0.7
Evidence
0.6
Uncertainty
0.5
Purpose
0.8
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
0.4
Transparency
Does the content identify its author and disclose interests?
0.50
✓ Author
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.42 problem only
Reader Agency
0.3
Stakeholder Voice
Whose perspectives are represented in this content?
0.35 2 perspectives
Speaks: corporation
About: workersindividuals
Temporal Framing
Is this content looking backward, at the present, or forward?
present immediate
Geographic Scope
What geographic area does this content cover?
global
Qatar, South Korea
Complexity
How accessible is this content to a general audience?
moderate medium jargon general
Longitudinal 1385 HN snapshots · 155 evals
+1 0 −1 HN
Audit Trail 175 entries
2026-03-15 22:15 eval_success Evaluated: Mild positive (0.18) - -
2026-03-15 22:15 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 0W 1R - -
2026-03-15 22:15 eval Evaluated by claude-haiku-4-5-20251001: +0.18 (Mild positive) 17,717 tokens
2026-03-15 21:43 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 21:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 21:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 21:38 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 21:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 21:04 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 21:04 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 21:04 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 20:56 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 20:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 20:26 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 20:26 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 20:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 20:18 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 20:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 19:52 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 19:52 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 19:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 19:43 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 19:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 19:15 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 19:15 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 19:15 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 19:06 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 19:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 18:30 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 18:30 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 18:30 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 18:17 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 18:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 17:18 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 17:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-15 16:05 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 15:52 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-15 15:29 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 15:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 14:52 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 14:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 14:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 13:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 13:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 13:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 13:01 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 12:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 12:21 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 12:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 11:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 11:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-15 11:03 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 10:40 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-15 10:24 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 10:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 09:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 09:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 09:02 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 08:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 08:21 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 07:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 07:36 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 07:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 06:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 06:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 06:22 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 06:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 05:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 05:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 05:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 04:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 04:36 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 04:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 04:00 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 03:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 03:22 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 03:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 02:46 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 02:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 02:11 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 01:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 01:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 01:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 01:09 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-15 00:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-15 00:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 23:46 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-14 23:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 23:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 22:57 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 22:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 21:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 21:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 20:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 19:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 19:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 18:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 18:40 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 17:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 17:07 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 15:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 15:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 15:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 15:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 14:40 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 14:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 14:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 14:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 13:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 13:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-14 12:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 12:47 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-14 12:19 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 12:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 11:44 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 11:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 11:09 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 11:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 10:35 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 10:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 09:55 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 09:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 09:16 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 09:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 08:36 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 08:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 07:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 07:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 07:15 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 07:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 06:35 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 06:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 05:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 05:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 05:18 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 05:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 04:39 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 04:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 04:04 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 03:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 03:23 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 03:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 02:46 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 02:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 02:06 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 01:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 01:25 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 01:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 00:58 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 00:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 00:32 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-14 00:05 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral)
2026-03-14 00:01 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral)
reasoning
Tech news, neutral stance, transparent indicators
2026-03-13 23:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-13 23:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-13 22:37 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-13 21:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-13 21:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 20:58 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-13 20:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 19:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-13 18:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 18:28 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-13 17:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-13 16:58 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-13 15:55 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-13 15:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-13 15:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 15:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-13 14:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 14:29 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-13 13:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 13:53 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Tech article on chip supply chain impact, no explicit rights discussion
2026-03-13 13:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-13 13:19 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
Tech article on chip supply chain impact, no explicit rights discussion