0.00 Launch HN: Captain (YC W26) – Automated RAG for Files (www.runcaptain.comS:ND)
57 points by CMLewis 6 days ago | 37 comments on HN | Neutral High agreement (3 models) Landing Page · v3.7 · 2026-03-15 22:56:40 0
Summary Information Access & Search Neutral
Captain is a commercial AI-powered search product designed for enterprise knowledge retrieval and agentic workflows. The content is primarily promotional, focused on technical capabilities (API integration, data source connections, accuracy metrics) rather than human rights commitments. While the product's search and information-access infrastructure provides mild structural support to Article 19 (freedom of expression/information) and Article 27 (cultural participation), the evaluation identifies minor accessibility gaps and absence of privacy/transparency disclosures, resulting in a neutral overall stance on human rights compatibility.
Article Heatmap
Preamble: ND — Preamble Preamble: No Data — 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: 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: ND — Property Article 17: No Data — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: ND — Freedom of Expression Article 19: No Data — 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: 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: ND — Standard of Living Article 25: No Data — 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: 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: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
E
0.00
S
ND
Weighted Mean 0.00 Unweighted Mean 0.00
Max 0.00 N/A Min 0.00 N/A
Signal 0 No Data 31
Volatility 0.00 (Low)
Negative 0 Channels E: 0.6 S: 0.4
SETL ℹ ND
FW Ratio ℹ 53% 9 facts · 8 inferences
Agreement High 3 models · spread ±0.000
Evidence 7% coverage ℹ
4M 1L 31 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.00 (0 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.00 (0 articles) Personal: 0.00 (0 articles) Expression: 0.00 (0 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.00 (0 articles)
HN Discussion 15 top-level · 15 replies
jamiequint 2026-03-13 16:25 UTC link
This is cool, like qmd as a service with real-time integrations where it matters?

How do you handle more structured data like csv/xlsx/json? Would be cool if it were possible to auto-process links to markdown (e.g. youtube, podcast, arbitrary websites, etc) a la https://github.com/steipete/summarize (which can pull full text in addition to summarizing).

jzig 2026-03-13 16:26 UTC link
> spotty RAG

:O

vg_head 2026-03-13 16:43 UTC link
Good looking! I didn't get to watch the video or look at docs in depth, but do the results trace back to the location of the answers in a document? Let's say it finds an answer in a PDF, and I'd like to know where in that PDF the citation is. Is that possible or intended?
mchusma 2026-03-13 17:08 UTC link
Having tried this a bit I do really like the single api call for all of it.

I also appreciate transparent pricing but I am not 100% sure the sense of scale of costs. It could be helpful to give some ballparks on things for each of the plans. I'm not sure exactly what i could get out of a plan. My guess, trying hard to figure it out, was if i had about 1,000 pages of new/updated content per month, I would pay $295/month for unlimited queries on top of it. Is that roughly correct?

cleansy 2026-03-13 18:13 UTC link
Just some unfiltered feedback after checking out the website: from what I understand this is an SaaS only? So basically I’m asked to upload ALL company docs to a company that existed for basically a minute with some questionable SOC2 report. Soc2 is basically dead as a security artefact and the data asked to upload is sensitive by nature. I don’t see that working.
BoorishBears 2026-03-13 18:39 UTC link
Are you writing the integrations listed there, or is are you using something that manages the data connections?
maxperience 2026-03-13 18:43 UTC link
Interesting to see still solutions being developed for RAG. We developed a solution similar to yours: Automatic indexing from GDrive, SharePoint etc. and then advanced hierarchical chunking, context header based markdown conversion etc... All the tricks that were published last year while RAG was still the "new" kid in town. We finally open sourced everything as the competition from the big players (Notion AI, Google etc.) was daunting. If anyone is interested, this blog post about all the techniques we tried and what actually works is still relevant and up2date: https://bytevagabond.com/post/how-to-build-enterprise-ai-rag...
jzig 2026-03-13 18:54 UTC link
This is an interesting product, thanks for sharing. Can you elaborate on some of your competitors in this landscape and what you might do differently compared to each one?
alexhans 2026-03-13 21:24 UTC link
Congrats on the launch. Very quick feedback on the site, since I usually try to check out the blog section, https://www.runcaptain.com/blog layout is broken in mobile, I tried brave/chrome/Firefox.
sjkoelle 2026-03-13 22:31 UTC link
Great name - Captain Hook recently hit public domain - would be a sick logo! (Disney stuff like red jacket still copywrited)
saberience 2026-03-13 22:38 UTC link
The problem with these kind of tools now is that Codex is so good you can basically build something which is good for 99% of cases in a single day, and it's free...

Look at Tobi vibe-coding QMD, he's not a full-time engineer and vibed that up and now it's used as the defacto RAG engine for OpenClaw.

Perenti 2026-03-13 23:33 UTC link
Just a note on the website, I thought at first my browser had been hijacked by a shipping or travel agent. The first impression is how AI has improved ship tracking, so you can now track ships with 98% accuracy, with little to no hint this is AI infrastructure until you scroll down.

If you know what Captain is, this is not an issue. I closed the browser tab at first, thinking "what the hell is this, I don't give a damn about shipping forecasts"

macieman 2026-03-14 00:13 UTC link
Its a nice thought & the outcome as a product. Why would an organization pay for such product, as they can very well build a RAG these days tuning to their business needs. I see that Captain API does everything in one shot without rebuilding the RAG, but why would an organization to pay for this solution as this entire chain of activity can be automated and run at non business hours as a batch with the fraction of a cost. What's the delta efficiency that captain would bring it to the table , have you done any benchmarks, if its negligible, i see no reason for any organization to use the captain
desmondwillow 2026-03-14 01:48 UTC link
Congratulations on the launch, Edgar and Lewis! I tried out https://pg.runcaptain.com/ --- 1. I can't seem to select the text during text generation without it being deselected as soon as more text is generated.

2. It seems like it tries to emit citations, but doesn't emit proper links and instead just wrote [filename].

> one of the most common pieces of advice Y Combinator gives to startups [153_do_things_that_dont_scale.pdf].

bfeynman 2026-03-14 02:10 UTC link
I think I've lost count of how many of these start ups I've seen. But what I really cant fathom is that pricing which is completely out of band. You can already talk to files directly with gemini, just wrapping other apis etc makes no sense. This is even stuff now you can easily codegen entire solutions for esp object storage based ones. Don't see actual any value add or differentiators here. It's obviously not that secure, and ingestion pipeline/connectors are also commodity.
CMLewis 2026-03-13 16:37 UTC link
Thanks, we're just starting to optimize more for the semi-structured data. So far, we've been parsing tables into Markdown and running them through the contextualized embedding model with no overlap, taking advantage of how it strings together chunks. This isn't great for big files so we're exploring agentic exploration (slow but good for more structured numerical data) and automated graph creation (promising for more relational data).

Love the auto-process markdown idea, we'll add it to our roadmap :D

CMLewis 2026-03-13 17:00 UTC link
Great question, we have deterministic page # citations for PDF results and exact bounding box citations coming very soon.

If you want to check out the Query API response example, here's a link: https://docs.runcaptain.com/api-reference/query/collection-v...

edgarbabajanyan 2026-03-13 17:52 UTC link
Yes, we don't charge for queries. For $295, you're able to index up to 1000 pages of new content per month into a fully queryable pipeline.

Advanced and Basic do play a difference though. Advanced is for complex graphics or charts in the documents submitted. Basic is sufficient for most document workloads.

piker 2026-03-13 18:24 UTC link
> Soc2 is basically dead as a security artefact

can you expand on that?

edgarbabajanyan 2026-03-13 19:00 UTC link
We've built these integrations ourselves.

For larger enterprises that require governance and additional compliance, we've been relying on trusted partners to help establish a connection to Captain

macmac_mac 2026-03-13 20:13 UTC link
Thank you so much for this, started reading it a few min ago and already learnt quite a lot!

I like how clean and compressed the info is

CMLewis 2026-03-13 22:42 UTC link
Thanks! The largest alternative to Captain is folks trying to build file search themselves. As mentioned in the post, it is a lot to manage.

The most similar product I've seen is Vertex File Search. They're hosted inside of GCP which can fit nicely into existing cloud deployments. Captain indexes from more sources (like R2 for example) and anecdotally provides faster indexing.

CMLewis 2026-03-13 22:45 UTC link
No way, that's awesome!
eckesicle 2026-03-13 23:05 UTC link
Funny you say that.

I spent the last two days building this exact thing for our internal use.

Managed to get a full RAG pipeline integrated and running with all of our company documents in less than two days work.

Chunking, embedding and querying, connected to S3 and Google Drive, and running on our own hardware (and scaling on AWS too if needed).

CMLewis 2026-03-13 23:23 UTC link
Yeah QMD is quite impressive! The main difference between us and them is the scale folks would be looking at indexing. The serverless ingestion engine I described in the post is optimized for processing large batch jobs with high concurrency. We depend on a lot of cloud compute for this which isn't something QMD's local-first environment is optimized for. That said, it's a great option for OpenClaw!
CMLewis 2026-03-14 01:59 UTC link
Thanks, just shipped a fix ;)
bfeynman 2026-03-14 02:10 UTC link
not to mention they are using 3p apis for everything.. gemini, reranking etc...
CMLewis 2026-03-14 03:45 UTC link
You're right that you can chat with files using Gemini or a codegen'd RAG pipeline, and that does work well for a lot of teams.

The problem that Captain really addresses comes when production pipelines need to run continuously over large file corpora with fast, incremental indexing, and reliable latency. The maintenance required in these situations is often quite significant.

Captain focuses specifically on making sure the retrieval layer can operate smoothly so folks don't have to scale & maintain the infrastructure themselves.

CMLewis 2026-03-14 04:10 UTC link
Thanks for trying it out!

Yeah good catch on the demo. If this were a production deployment, the citations would be hyperlinked to object storage. Captain is just the index, so the real files would be wherever they were indexed from.

CMLewis 2026-03-14 04:17 UTC link
I see what you're saying, we may tweak the hero to make it a bit clearer. Thanks for the note!
Editorial Channel
What the content says
ND
Preamble Preamble

Content does not engage with the philosophical or aspirational framing of human dignity and fundamental freedoms articulated in the Preamble.

ND
Article 1 Freedom, Equality, Brotherhood

No editorial content addressing equality, dignity, or freedom from discrimination.

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Article 2 Non-Discrimination
Medium Practice

Content does not address discrimination or equal access.

ND
Article 3 Life, Liberty, Security

No content addressing right to life, liberty, or personal security.

ND
Article 4 No Slavery

Content does not address slavery or servitude.

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Article 5 No Torture
Medium Practice

No editorial content addressing torture or cruel treatment.

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Article 6 Legal Personhood

No content addressing right to legal personality.

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Article 7 Equality Before Law

No editorial content addressing equality before law.

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Article 8 Right to Remedy

No content addressing right to remedy.

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Article 9 No Arbitrary Detention

No content addressing arbitrary arrest or detention.

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Article 10 Fair Hearing

No content addressing fair trial or judicial independence.

ND
Article 11 Presumption of Innocence

No content addressing criminal procedure or presumption of innocence.

ND
Article 12 Privacy
Low Practice

No explicit content addressing privacy.

ND
Article 13 Freedom of Movement

No content addressing freedom of movement.

ND
Article 14 Asylum

No content addressing right to asylum.

ND
Article 15 Nationality

No content addressing nationality.

ND
Article 16 Marriage & Family

No content addressing marriage or family rights.

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Article 17 Property

No content addressing property rights.

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Article 18 Freedom of Thought

No content addressing freedom of conscience or religion.

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Article 19 Freedom of Expression
Medium Practice

Content does not directly address freedom of expression.

ND
Article 20 Assembly & Association

No content addressing freedom of peaceful assembly.

ND
Article 21 Political Participation

No content addressing political participation.

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Article 22 Social Security

No content addressing social security or welfare.

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Article 23 Work & Equal Pay

No content addressing labor rights or fair working conditions.

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Article 24 Rest & Leisure

No content addressing right to rest and leisure.

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Article 25 Standard of Living

No content addressing health and welfare.

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Article 26 Education

No content addressing education or skill development.

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Article 27 Cultural Participation
Medium Practice

Content does not explicitly address cultural participation, but infrastructure supports knowledge access.

ND
Article 28 Social & International Order

No content addressing social or international order.

ND
Article 29 Duties to Community

No content addressing duties or community responsibilities.

ND
Article 30 No Destruction of Rights

No content addressing prevention of abuse of rights.
Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy —
No privacy policy link or statement observable on provided page content.
Terms of Service —
No terms of service link observable on provided page content.
Identity & Mission
Mission —
No explicit mission statement observable beyond product positioning.
Editorial Code —
No editorial policy or ethics framework observable.
Ownership —
Ownership not disclosed on page; 'Backed by Combinator' suggests Y Combinator affiliation but not formally stated.
Access & Distribution
Access Model 0.00
Product appears to operate on a freemium or enterprise SaaS model; no pricing or access restrictions stated on landing page.
Ad/Tracking —
No ad networks or tracking scripts observable in provided page content.
Accessibility -0.05
Article 2 Article 5
Code block visible without apparent alt text or accessibility labeling; theme switcher present but unclear if WCAG-compliant.
ND
Preamble Preamble

No structural features observable that signal commitment to the principles of universal human rights or equal dignity.

ND
Article 1 Freedom, Equality, Brotherhood

No structural commitment to non-discrimination visible.

ND
Article 2 Non-Discrimination
Medium Practice

Code block and theme switcher lack documented accessibility features, suggesting potential barriers to equal access for users with disabilities.

ND
Article 3 Life, Liberty, Security

No observable structural provisions related to personal security or integrity.

ND
Article 4 No Slavery

No observable structural engagement with labor conditions or forced servitude.

ND
Article 5 No Torture
Medium Practice

Accessibility gaps (code block without alt text, unclear WCAG compliance) may create frustrating user experiences bordering on poor treatment of users with disabilities.

ND
Article 6 Legal Personhood

No observable structural provisions.

ND
Article 7 Equality Before Law

No observable structural engagement.

ND
Article 8 Right to Remedy

No observable remedy or grievance mechanisms.

ND
Article 9 No Arbitrary Detention

No observable engagement.

ND
Article 10 Fair Hearing

No observable structural provisions.

ND
Article 11 Presumption of Innocence

No observable engagement.

ND
Article 12 Privacy
Low Practice

No privacy policy link observable; domain-level review notes privacy statement missing, suggesting insufficient protection of private life and personal data.

ND
Article 13 Freedom of Movement

No observable structural engagement.

ND
Article 14 Asylum

No observable engagement.

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Article 15 Nationality

No observable structural provisions.

ND
Article 16 Marriage & Family

No observable engagement.

ND
Article 17 Property

No observable structural provisions.

ND
Article 18 Freedom of Thought

No observable engagement.

ND
Article 19 Freedom of Expression
Medium Practice

Product enables information retrieval and search capabilities; structured data integration and query interface suggest infrastructure supporting access to and dissemination of knowledge and information.

ND
Article 20 Assembly & Association

No observable structural engagement.

ND
Article 21 Political Participation

No observable engagement.

ND
Article 22 Social Security

No observable structural provisions.

ND
Article 23 Work & Equal Pay

No observable structural engagement with labor practices.

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Article 24 Rest & Leisure

No observable engagement.

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Article 25 Standard of Living

No observable structural provisions.

ND
Article 26 Education

No observable structural commitment to educational access.

ND
Article 27 Cultural Participation
Medium Practice

Product integrates with cultural and knowledge platforms (Notion, Confluence, Google Drive); enables users to organize and query cultural and informational content.

ND
Article 28 Social & International Order

No observable structural engagement.

ND
Article 29 Duties to Community

No observable engagement.

ND
Article 30 No Destruction of Rights

No observable structural safeguards against rights abuse.
Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality ℹ
How well-sourced and evidence-based is this content?
0.39 high claims
Sources
0.4
Evidence
0.3
Uncertainty
0.2
Purpose
0.7
Propaganda Flags ℹ
2 manipulative rhetoric techniques found
2 techniques detected
appeal to authority
Backed by Combinator suggests Y Combinator affiliation to build credibility without formal partnership disclosure.
loaded language
Phrases like 'Stop burning time on spotty RAG' and 'Effortlessly ship' use emotionally charged language to frame manual processes negatively.
Emotional Tone ℹ
Emotional character: positive/negative, intensity, authority
hopeful
Valence
+0.6
Arousal
0.6
Dominance
0.7
Transparency ℹ
Does the content identify its author and disclose interests?
0.15
✗ Author ✗ Funding
More signals: context, framing & audience
Solution Orientation ℹ
Does this content offer solutions or only describe problems?
0.65 solution oriented
Reader Agency
0.7
Stakeholder Voice ℹ
Whose perspectives are represented in this content?
0.15 1 perspective
Speaks: corporation
Temporal Framing ℹ
Is this content looking backward, at the present, or forward?
prospective immediate
Geographic Scope ℹ
What geographic area does this content cover?
global
Microsoft 365
Complexity ℹ
How accessible is this content to a general audience?
moderate high jargon domain specific
Longitudinal 558 HN snapshots · 138 evals
+1 0 −1 HN
Audit Trail 158 entries
2026-03-16 00:49 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-16 00:49 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 00:45 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-16 00:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-16 00:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 22:56 eval_success Evaluated: Neutral (0.00) - -
2026-03-15 22:56 eval Evaluated by claude-haiku-4-5-20251001: 0.00 (Neutral) 10,156 tokens +0.04
2026-03-15 22:56 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 0W 5R - -
2026-03-15 22:55 eval_success Evaluated: Neutral (-0.04) - -
2026-03-15 22:55 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 0W 3R - -
2026-03-15 22:55 eval Evaluated by claude-haiku-4-5-20251001: -0.04 (Neutral) 11,684 tokens
2026-03-15 22:27 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 22:27 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 21:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 21:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 21:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 18:23 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 18:23 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 18:08 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 18:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 18:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 17:12 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 17:12 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 16:53 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 16:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 16:53 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 15:59 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 15:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 15:44 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 15:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 15:44 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 15:20 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 15:20 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 15:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 14:42 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 14:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 13:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 13:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 13:21 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 13:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 12:39 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 12:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 12:00 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 11:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 11:19 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 11:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 10:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 10:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 09:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 09:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 09:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 09:09 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 08:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 08:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 07:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 07:41 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 07:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 06:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 06:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 06:21 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 05:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 05:44 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 05:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 05:06 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 04:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 04:29 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 04:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 03:52 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 03:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 03:14 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 03:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 02:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 02:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 02:00 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 01:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 01:24 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 01:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-15 00:51 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 00:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 23:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 23:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 23:16 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 23:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 22:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 22:12 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 21:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 21:11 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 20:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 19:57 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 19:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 19:15 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 18:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 18:11 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 16:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 16:35 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 15:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 15:23 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 14:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 14:41 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 14:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 14:04 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 13:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 13:27 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 13:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 12:50 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 12:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 12:15 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 11:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 11:40 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 11:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 11:04 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 10:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 10:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 10:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 09:47 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 09:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 09:08 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 08:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 08:28 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 08:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 07:46 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 07:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 07:05 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 06:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 06:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 06:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 05:46 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 05:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 05:06 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 04:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 04:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 04:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 03:51 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 03:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 03:09 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 02:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 02:31 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 02:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 01:52 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 01:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 01:11 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 01:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 00:41 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 00:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-14 00:11 eval Evaluated by llama-3.3-70b-wai-psq: +0.27 (Mild positive)
2026-03-14 00:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, no rights discussion
2026-03-13 23:44 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 23:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-13 22:37 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 22:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-13 21:24 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 21:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-13 20:03 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 19:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-13 18:40 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 18:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical product launch page, no explicit human rights discussion
2026-03-13 17:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-13 17:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical product launch page, no explicit human rights discussion