Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND 0.70
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 travel safety
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND 0.87
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.53 Moderate negative 1.00 0.53 Travel
claude-haiku-4-5-20251001 +0.17 +0.22 Mild positive 0.06 -0.10 Freedom of Movement & Access
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite claude-haiku-4-5-20251001
Preamble ND ND ND ND ND
Article 1 ND ND ND ND ND
Article 2 ND ND ND ND ND
Article 3 ND ND ND ND ND
Article 4 ND ND ND ND ND
Article 5 ND ND ND ND ND
Article 6 ND ND ND ND ND
Article 7 ND ND ND ND ND
Article 8 ND ND ND ND ND
Article 9 ND ND ND ND ND
Article 10 ND ND ND ND ND
Article 11 ND ND ND ND ND
Article 12 ND ND ND ND ND
Article 13 ND ND ND ND 0.20
Article 14 ND ND ND ND ND
Article 15 ND ND ND ND ND
Article 16 ND ND ND ND ND
Article 17 ND ND ND ND ND
Article 18 ND ND ND ND ND
Article 19 ND ND ND ND 0.37
Article 20 ND ND ND ND ND
Article 21 ND ND ND ND ND
Article 22 ND ND ND ND 0.15
Article 23 ND ND ND ND ND
Article 24 ND ND ND ND ND
Article 25 ND ND ND ND ND
Article 26 ND ND ND ND 0.27
Article 27 ND ND ND ND ND
Article 28 ND ND ND ND ND
Article 29 ND ND ND ND ND
Article 30 ND ND ND ND ND
+0.17 Bus travel from Lima to Rio de Janeiro (kenschutte.com S:+0.22 )
210 points by ks2048 5 days ago | 81 comments on HN | Mild positive Contested Low agreement (3 models) Editorial · v3.7 · 2026-03-15 22:32:49 0
Summary Freedom of Movement & Access Acknowledges
This is a personal travel blog documenting a 2025 bus journey across South America from Lima, Peru to Rio de Janeiro, Brazil. The content engages mildly with Articles 13 (freedom of movement), 19 (freedom of expression), 22 (social participation), and 26 (education and culture), primarily through celebration of unrestricted international travel, free information sharing, and documentation of inclusive infrastructure (multilingual signage, accessible transportation). The overall stance is neutral-to-positive toward human rights, reflecting awareness of accessibility and open access without explicit advocacy.
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: +0.20 — 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: +0.37 — 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: +0.15 — 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: +0.27 — 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
+0.17
S
+0.22
Weighted Mean +0.26 Unweighted Mean +0.25
Max +0.37 Article 19 Min +0.15 Article 22
Signal 4 No Data 27
Volatility 0.08 (Low)
Negative 0 Channels E: 0.6 S: 0.4
SETL -0.10 Structural-dominant
FW Ratio 63% 12 facts · 7 inferences
Agreement Low 3 models · spread ±0.313
Evidence 6% coverage
2M 3L 27 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: 0.20 (1 articles) Personal: 0.00 (0 articles) Expression: 0.37 (1 articles) Economic & Social: 0.15 (1 articles) Cultural: 0.27 (1 articles) Order & Duties: 0.00 (0 articles)
HN Discussion 19 top-level · 18 replies
mopsi 2026-03-15 19:17 UTC link
If you'd like to try something like that from the safety of your home beforehand: https://store.steampowered.com/app/381780/80_Days/
stevenfoster 2026-03-15 19:38 UTC link
Did something similar but not nearly as long across a good part of Mexico a few years ago. It was wonderful though one cannot be in a hurry. I will have to consider your route for a future pilgrimage. Thank you for sharing it!
xyzelement 2026-03-15 19:51 UTC link
Really drives home the blessing of air travel. LATAM offers the same route for about the same price, 5 hours instead of 118.

I assume the author just had nothing better to do which is fine, but great to have the other option.

haunter 2026-03-15 19:52 UTC link
DW made a 5 part mini-series about it https://www.youtube.com/watch?v=C_ODFlqURxY
amarant 2026-03-15 19:56 UTC link
Reminds me of "The Wrong Way Home" about a guy who did a similar land-only trip, except from London to Sydney.

I spent a huge part of my teens and early twenties dreaming of doing the same. These days the mere thought gives me a back ache.

jcims 2026-03-15 20:10 UTC link
I’d always fancied myself a decent driver. Riding in buses across parts of Peru recalibrated my standards. I couldn’t believed what they could do with those clapped out tour buses, some *truly* skilled folks at the wheel.
kakacik 2026-03-15 20:13 UTC link
This trip goes through remarkable places, I was lucky to experience quite a few without ever doing such trip in that location.

Uyuni salt plain - magical experience, better than any photos. Climbing on old rusty train cut into chunks, jumping between wagons. Or sleeping in salt-cubes-built iglu. Or hiking to 5200m high volcano Tunupa just next to salt plains.

Sucre - nice colonial feel.

Potosi - evils of colonialism in plain sight. Hard place to swallow. Also possible to go to one of hundreds mines in the famous hill where all the silver mines are. There can be some nasty sillica in the air, beware. But mines look like you would expect in 3rd world - basic, dangerous, and a stick of dynamite is never too far. If you want to see effects of high altitude on fertility, local church is a (traumatic) place to visit.

La Paz - proper high altitude capital, don't be surprised to feel dizzy when stepping out of plane at 4100m altitude.

Copacabana - I presume the one on Titicaca - recommending visiting Isola del Sol, talking to locals. Never had a frozen beer in pre-frozen mug, when outside was -10C and even inside barely 0C, even the foam froze so had to be chewed.

One thing seemingly skipped since this was more just a regular travel path - you can ride down on a rented bike Camino de la Muerte near La Paz - or Yungas death road. In 1 day, you bike from 4700m high frozen planes down to tropical jungle, on shabby muddy roads cut to properly vertical slopes, with waterfall falling down your neck. Don't skip this, even if you are not a seasoned biker. One of those memories for rest of the days.

alliao 2026-03-15 20:19 UTC link
i remember seeing sun beating down on a truck in front of us with 80 or so residential sized gas tanks just banging on each other for the entire way from arequipa to lima, fun times. we did cuzco to puno then loop back to lima. there was news of coach fallen off the road on the bit from puno to arequipa, but then I was young and eager to explore so just jumped on anyway with a friend, good times for sure.
bloomingeek 2026-03-15 20:32 UTC link
Wow, what an epic looking trip! My brain began planning this out with my wife and I getting off the bus at a cool looking city and staying a few days for site seeing.
lencastre 2026-03-15 20:34 UTC link
Fantastico!
schoen 2026-03-15 20:55 UTC link
I remember Buenos Aires to Porto Alegre (via Foz do Iguaçu) by bus. I guess that's about 1/4 or 1/3 as far, with somewhat less dramatic landscapes. Extremely comfortable except for the violent action movies shown on an overhead TV with sound, even for part of the night.

Edit: but ultimately probably a very different experience because it's so much less mountainous!

YesBox 2026-03-15 21:02 UTC link
Thanks for reminding me how beautiful Rio ("Hio") is! I went to Brazil twice in the late 2000s. Brings back some fun memories:

- Most of the locals on the beach will start clapping when the sun begins to set. Ipanema is a beautiful beach/area.

- Brazilians are curious and happy to chat with foreigners. I particularly enjoyed how slowly everyone walked, not in a rush to get to anyplace.

- If you're staying in hostels, it's really easy to fall into the trap of hanging around other foreigners who pretty much all speak English fluently (which is fun, but isn't the main purpose of traveling IMO). I learned a little Portuguese before traveling which helped break out of that. I also couch surfed (stayed in strangers homes), which was fun.

- I found the cuisine to be light, though I was on a budget. Pretty sure I lost weight and had to eat more frequently. I miss Acia bowls.

- Dont drink unfiltered tap water, and make sure the bottled water seals aren't broken. I got sick a couple times regardless.

- Carnaval and soccer (football) matches are wild. Tons of energetic people.

- I was never mugged, but met a lot of people who were, or knew someone who was (locals and foreigners). Maybe things have changed. Traveling alone at night is not a good idea.

masfuerte 2026-03-15 21:18 UTC link
The article omits the most important detail in the bus summary. Is it cama?

Cama is Spanish for bed. A cama bus has seats that fully recline to form a flat bed. They are awesome. Semi-cama is a reclining chair. Not flat, but comfortable and you can easily sleep. And then you get regular buses, which are no fun on the long journeys.

nout 2026-03-15 21:28 UTC link
The Lake Titicaca is amazing, the high altitude gives the most blue sky that I have ever experienced.
nfg 2026-03-15 21:41 UTC link
Memories!

Back in 2012 after 8 months across Asia (through Turkey, Iran, India, Nepal, China, Vietnam, Cambodia, Thailand, Laos and Hong King) we took a flight to Buenos Aires (well, via SF for a weekend) then went entirely overland: - Buenos Aires - Puerto Madryn - Ushuaia - El Calafate - El Chalten - Bariloche - El Bolson - Mendoza - Salta - El Cafayate - Into Bolivia… - La Quiaca - Tupiza - Salar de Uniyi - Sucre - La Paz - Copabanca - Isla Del Sol - Into Peru! - Puno - Cusco - Aguas Calientes - Arequipa - Tacna - Into Chile! - San Pedro de Atacama - Into Argentina - Salta - Puerto Iguazú - Into Brazil - Foz do Iguaçu - Rio de Janeiro - Ihla Grande - Paraty - San Paulo - Home (via Amsterdam)!

I’m glad we did it when we were younger - golden years.

j_french 2026-03-15 22:29 UTC link
I did most of this route by bus in the late 2000s, mostly semi-cama style where available. Was entirely manageable mostly, apart from feeling weird as the altitude kicked up heading to Cusco, and the horrendous surface of the la paz to uyuni road. For an interminable stretch in the middle of the night in felt like we were driving over an endless washboard.

The 2008 US presidential election was on, we hadn't heard the result, the park ranger in an unbelievably remote hut at uyuni informed us that "el Moreno" had won

CGMthrowaway 2026-03-15 22:51 UTC link
Buses and related are great in SA. I'm frankly surprised that it took 11 separate buses to this

If you are a comfortable traveler and know a bit of spanish, find the combis/collectivos wherever you are, it is far and away the best way to do day trip travel from many cities

IG_Semmelweiss 2026-03-15 22:53 UTC link
There are some mediocre routes and some interesting routes.

I think a key tidbit not mentioned by the article, is to recommend for US and Europeans travelers the experience of ecosystem change by going from coastal (sea level), to paramo , to high Andes , and then back down to (dense) tropical jungle.

That ecosystem journey does not exist in North America, and its rare in the EU, except for maybe Switzerland (where you will not experience tropical jungle anyway).

Yet, the journey from coast to highland down to jungle, is available on all highways criscrossing the Andes!

NoboruWataya 2026-03-15 23:06 UTC link
The longest single bus ride I did was about 24 hours from Iguazu (Argentine side) up to Rio. It was at the end of a 2 month trip through Peru, Bolivia, Argentina and Brazil. I had intended to break it up with a couple of days in Sao Paulo, but I ended up spending way longer than expected in Buenos Aires because I loved it so much.

It was semi cama and we were told there would be a meal served as part of the ticket, only to be told on board that the meal wasn't available for whatever reason. After much complaining (not just me but all of the passengers) we eventually got them to let us stop for half an hour at a service station in the middle of nowhere to get some food.

It was over 13 years ago now, but I still have so many great memories of that trip.

kakacik 2026-03-15 20:07 UTC link
when traveling and especially backpacking, the road and the experiences and people you meet along is the goal, not tackling a checklist of stuff internet/llms has given you as must-see.
ks2048 2026-03-15 20:10 UTC link
And what's the price if you want to stop at all 12 cities listed there?
idiotsecant 2026-03-15 20:20 UTC link
'nothing better to do' is where all of life's greatest surprises are hiding.
Aboutplants 2026-03-15 20:26 UTC link
Saving this for a rainy day, looks like a great watch. Thanks
eastbound 2026-03-15 20:53 UTC link
Still exists, without a book to talk about it. Travel is cheap and my lesson is that every sleeping condition is acceptable, provided it’s temporary. A friend came to see me in Sydney, from France, using hitchhiking. He loved Kazhakstan and central Asia, hated Vietnam (which I loved), and took a flight from Singapore to Pearth. Western countries are the most boring, apparently.
madaxe_again 2026-03-15 21:01 UTC link
That’s basically just a bus up the coast of Uruguay and a bit of Rio Grande do Sul? I did the same route in the opposite direction, via Tacuarembo, mostly on horseback. Extremely uncomfortable, but an interesting week nonetheless.
mykowebhn 2026-03-15 21:21 UTC link
I think you didn't get the point of the article.
bryancoxwell 2026-03-15 21:42 UTC link
I did the exact opposite of this in 2011 and it was the easily the most memorable 3 months of my life. Takes some planning (mostly making sure visa dates line up) but it is an incredible experience.
pimlottc 2026-03-15 22:30 UTC link
80 Days is a really wonderful literary game that captures the joy and adventure of travel (quite a nice escape during the pandemic). There's tons of replayability with different routes and subplots to discover.
AFF87 2026-03-15 23:19 UTC link
100% agreed, cama for that trip could be a great experience... regular would be really painful
AlotOfReading 2026-03-15 23:25 UTC link
You can do a similar journey in the US and Canada from sea level through temperate rainforest to alpine tundra on the Pacific coast. It's not quite the same as the Andes, but it's similar because of the structural similarities in how the Pacific rim formed.
jonah 2026-03-15 23:28 UTC link
You can experience all of those ecosystems - and more - just in Columbia if you choose to.

We did a lot of bussing around there couple years ago - none of them or as nice as these motor coaches! (We were generally not taking the longer routes though.)

prmoustache 2026-03-15 23:33 UTC link
If you look at the date, the point was not to reach the destination the quickest way. The author stayed several days in some areas.
iammrpayments 2026-03-16 01:08 UTC link
I’ve watched a video about a guy who did the same route, and a lot of passengers said they were taking the bus back home because they were afraid of flying.
mixmastamyk 2026-03-16 01:33 UTC link
I did SP to Iguaçu—worst ever ride (21 hours) because it was a regular bus, no cama, don’t remember why. May have been cheated.

I do remember that date however, we arrived the morning of 9/11. Yes, that one. Checked into hostel bleary-eyed with neck-ache. “Norte Americano?” “Si,” clerk points to TV above, a building in NYC is on fire, looks like a plane crash. I think, that’s really weird but can’t understand the discussion of what happened. I go straight to bed for several hours.

Later get up in the late afternoon for a walk around the falls from a distance. It’s beautiful. Come back about 6pm to catch Dubya making his speech with the other hostel guests in the living room. They also replay the video of the day over and over. The dread of what’s to come lingers in the air.

mixmastamyk 2026-03-16 01:38 UTC link
^ Acaí, pronounced assa-EE for those not familiar.
electronW1zard 2026-03-16 01:49 UTC link
I had some mates ride motorbikes from Brisbane to London, they posted a few edits of their trip: https://www.youtube.com/watch?v=_UDe9IsPrX4
d0100 2026-03-16 02:17 UTC link
In pt-br it's "leito", "semi-leito", "executivo" and "convencional"

"Leito" sounds more premium than "cama", despite being both valid words for "bed"

Editorial Channel
What the content says
+0.25
Article 19 Freedom of Expression
Medium Advocacy Practice
Editorial
+0.25
SETL
-0.12

Content expresses opinion and shares information freely. Author documents personal experience, shares detailed travel information, and provides commentary ('My main safety concern was riding buses in the mountains of Bolivia.').

+0.20
Article 13 Freedom of Movement
Medium Advocacy
Editorial
+0.20
SETL
ND

Content documents the author's freedom of movement across multiple countries (Peru, Bolivia, Brazil, Paraguay) and describes the ease of bus travel: 'Everything was straightforward and easy.'

+0.15
Article 22 Social Security
Low Advocacy
Editorial
+0.15
SETL
ND

Content indirectly reflects economic and social participation through documenting access to transportation services, accommodation, and travel experiences across multiple countries.

+0.10
Article 26 Education
Low Advocacy Practice
Editorial
+0.10
SETL
-0.09

Content documents and celebrates access to public transportation infrastructure serving diverse populations across South America, with signage mentioned in Spanish, English, and Quechua.

ND
Preamble Preamble

Content does not engage with preamble themes of human dignity, freedom, or justice.

ND
Article 1 Freedom, Equality, Brotherhood

No thematic engagement with equality and inalienable rights.

ND
Article 2 Non-Discrimination
Low Practice

Travel narrative does not address non-discrimination.

ND
Article 3 Life, Liberty, Security

Content does not address right to life, liberty, or security.

ND
Article 4 No Slavery

No engagement with slavery or servitude themes.

ND
Article 5 No Torture

No reference to torture or cruel treatment.

ND
Article 6 Legal Personhood

No engagement with legal personhood.

ND
Article 7 Equality Before Law

No discussion of equal protection before law.

ND
Article 8 Right to Remedy

No engagement with legal remedy.

ND
Article 9 No Arbitrary Detention

No discussion of arbitrary arrest or detention.

ND
Article 10 Fair Hearing

No engagement with fair trial rights.

ND
Article 11 Presumption of Innocence

No discussion of criminal law or presumption of innocence.

ND
Article 12 Privacy

No engagement with privacy or family life.

ND
Article 14 Asylum

No discussion of asylum or refuge.

ND
Article 15 Nationality

No engagement with nationality rights.

ND
Article 16 Marriage & Family

No discussion of marriage or family.

ND
Article 17 Property

No engagement with property rights.

ND
Article 18 Freedom of Thought

No discussion of conscience or religion.

ND
Article 20 Assembly & Association

No engagement with freedom of peaceful assembly or association.

ND
Article 21 Political Participation

No discussion of political participation or democratic rights.

ND
Article 23 Work & Equal Pay

No discussion of labor rights, fair wages, or union activity.

ND
Article 24 Rest & Leisure

No engagement with rest, leisure, or working hours.

ND
Article 25 Standard of Living

No discussion of health, medical care, or social security.

ND
Article 27 Cultural Participation

No engagement with cultural participation or scientific progress.

ND
Article 28 Social & International Order

No discussion of social and international order or human rights framework.

ND
Article 29 Duties to Community

No engagement with duties to community or limitations on rights.

ND
Article 30 No Destruction of Rights

No discussion of preventing rights destruction or authoritarian interpretation.

Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy
No privacy policy or cookie tracking detected on-domain.
Terms of Service
No terms of service visible in provided content.
Identity & Mission
Mission
Personal travel blog; no organizational mission statement detected.
Editorial Code
No editorial guidelines or code of conduct visible.
Ownership
Author identified as Ken Schutte; personal blog.
Access & Distribution
Access Model +0.10
Article 19 Article 26
Content appears freely accessible with no paywall or registration barrier. Supports open information access.
Ad/Tracking
No advertising or third-party tracking detected in provided HTML/CSS.
Accessibility +0.05
Article 2 Article 26
Page includes alt-text-enabled photo grid and keyboard navigation (arrow keys, Escape) for lightbox; responsive design adapts to mobile screens. Minor positive signal for accessibility awareness.
+0.30
Article 19 Freedom of Expression
Medium Advocacy Practice
Structural
+0.30
Context Modifier
+0.10
SETL
-0.12

Site provides open access to content without registration, login, or paywalls. No apparent censorship or content filtering detected.

+0.15
Article 26 Education
Low Advocacy Practice
Structural
+0.15
Context Modifier
+0.15
SETL
-0.09

Website implements accessibility features (responsive design, keyboard navigation) that support information access for diverse users.

ND
Preamble Preamble

Site structure does not reflect or implement preamble principles.

ND
Article 1 Freedom, Equality, Brotherhood

No structural implications for equal treatment.

ND
Article 2 Non-Discrimination
Low Practice

Site implements responsive design and keyboard accessibility features accessible to users with disabilities.

ND
Article 3 Life, Liberty, Security

No structural implementation of security or safety measures beyond standard web hosting.

ND
Article 4 No Slavery

No structural engagement.

ND
Article 5 No Torture

No structural implications.

ND
Article 6 Legal Personhood

No structural engagement.

ND
Article 7 Equality Before Law

No structural implications.

ND
Article 8 Right to Remedy

No structural engagement.

ND
Article 9 No Arbitrary Detention

No structural implications.

ND
Article 10 Fair Hearing

No structural engagement.

ND
Article 11 Presumption of Innocence

No structural implications.

ND
Article 12 Privacy

No tracking or privacy-invasive structures detected.

ND
Article 13 Freedom of Movement
Medium Advocacy

No structural implications; site is a static informational blog.

ND
Article 14 Asylum

No structural engagement.

ND
Article 15 Nationality

No structural implications.

ND
Article 16 Marriage & Family

No structural engagement.

ND
Article 17 Property

No structural implications.

ND
Article 18 Freedom of Thought

No structural engagement.

ND
Article 20 Assembly & Association

No structural implications.

ND
Article 21 Political Participation

No structural engagement.

ND
Article 22 Social Security
Low Advocacy

No direct structural engagement with social security or welfare systems.

ND
Article 23 Work & Equal Pay

No structural implications.

ND
Article 24 Rest & Leisure

No structural implications.

ND
Article 25 Standard of Living

No structural engagement.

ND
Article 27 Cultural Participation

No structural implications.

ND
Article 28 Social & International Order

No structural engagement.

ND
Article 29 Duties to Community

No structural implications.

ND
Article 30 No Destruction of Rights

No structural engagement.

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.73 low claims
Sources
0.8
Evidence
0.7
Uncertainty
0.7
Purpose
0.8
Propaganda Flags
No manipulative rhetoric detected
0 techniques detected
Emotional Tone
Emotional character: positive/negative, intensity, authority
measured
Valence
+0.5
Arousal
0.3
Dominance
0.3
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?
0.62 mixed
Reader Agency
0.7
Stakeholder Voice
Whose perspectives are represented in this content?
0.35 2 perspectives
Speaks: individuals
About: corporationgovernmentinstitution
Temporal Framing
Is this content looking backward, at the present, or forward?
retrospective historical
Geographic Scope
What geographic area does this content cover?
regional
Peru, Bolivia, Paraguay, Brazil, South America
Complexity
How accessible is this content to a general audience?
accessible low jargon none
Longitudinal 509 HN snapshots · 13 evals
+1 0 −1 HN
Audit Trail 33 entries
2026-03-16 00:07 eval_success PSQ evaluated: g-PSQ=0.240 (3 dims) - -
2026-03-16 00:07 eval Evaluated by llama-3.3-70b-wai-psq: +0.24 (Mild positive)
2026-03-16 00:03 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-16 00:03 model_divergence Cross-model spread 0.63 exceeds threshold (2 models) - -
2026-03-16 00:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
travel blog with no rights discussion
2026-03-16 00:03 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-15 23:43 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 23:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 23:27 eval_success Lite evaluated: Moderate negative (-0.37) - -
2026-03-15 23:27 model_divergence Cross-model spread 0.63 exceeds threshold (2 models) - -
2026-03-15 23:27 eval Evaluated by llama-4-scout-wai: -0.37 (Moderate negative) +0.05
reasoning
Travel blog post with detailed bus route information from Lima to Rio
2026-03-15 23:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 22:32 eval_success Evaluated: Mild positive (0.26) - -
2026-03-15 22:32 eval Evaluated by claude-haiku-4-5-20251001: +0.26 (Mild positive) 13,014 tokens
2026-03-15 22:32 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 0W 1R - -
2026-03-15 21:27 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 21:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 21:24 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-15 21:24 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Travel blog post with detailed bus route information from Lima to Rio
2026-03-15 21:24 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 20:48 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 20:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 20:46 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-15 20:46 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Travel blog post with detailed bus route information from Lima to Rio
2026-03-15 20:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 20:13 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 20:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 20:11 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-15 20:11 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Travel blog post with detailed bus route information from Lima to Rio
2026-03-15 20:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 19:38 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 19:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-15 19:37 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative)
reasoning
Travel blog post with detailed bus route information from Lima to Rio