-0.12 The Purges Within China's Military Are Even Deeper Than You Think (chinapower.csis.org S:+0.10 )
13 points by u1hcw9nx 2 days ago | 12 comments on HN | Mild positive Contested Editorial · v3.7 · 2026-02-28 10:57:17 0
Summary Due Process Neglects
This analytical article reports on extensive purges within China's military, framing the topic through a dataset-driven assessment of scale. The content most directly engages human rights related to life, liberty, security, fair trial, work, and the social order, primarily through a negative or concerning lens implied by the subject matter. The act of publishing the analysis itself supports the right to information.
Article Heatmap
Preamble: +0.26 — Preamble P Article 1: +0.12 — Freedom, Equality, Brotherhood 1 Article 2: +0.18 — Non-Discrimination 2 Article 3: +0.24 — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: +0.18 — No Torture 5 Article 6: +0.06 — Legal Personhood 6 Article 7: +0.12 — Equality Before Law 7 Article 8: +0.12 — Right to Remedy 8 Article 9: +0.24 — No Arbitrary Detention 9 Article 10: +0.18 — Fair Hearing 10 Article 11: +0.18 — Presumption of Innocence 11 Article 12: +0.12 — Privacy 12 Article 13: +0.06 — Freedom of Movement 13 Article 14: +0.06 — Asylum 14 Article 15: +0.12 — Nationality 15 Article 16: 0.00 — Marriage & Family 16 Article 17: +0.06 — Property 17 Article 18: +0.18 — Freedom of Thought 18 Article 19: +0.24 — Freedom of Expression 19 Article 20: +0.18 — Assembly & Association 20 Article 21: +0.12 — Political Participation 21 Article 22: +0.06 — Social Security 22 Article 23: +0.18 — Work & Equal Pay 23 Article 24: 0.00 — Rest & Leisure 24 Article 25: +0.06 — Standard of Living 25 Article 26: 0.00 — Education 26 Article 27: +0.06 — Cultural Participation 27 Article 28: +0.18 — Social & International Order 28 Article 29: +0.12 — Duties to Community 29 Article 30: +0.12 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Editorial Mean -0.12 Structural Mean +0.10
Weighted Mean +0.14 Unweighted Mean +0.13
Max +0.26 Preamble Min 0.00 Article 16
Signal 30 No Data 1
Volatility 0.07 (Low)
Negative 0 Channels E: 0.6 S: 0.4
SETL ℹ +0.45 Editorial-dominant
FW Ratio ℹ 50% 9 facts · 9 inferences
Evidence 12% coverage ℹ
6M 1L 25 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.19 (3 articles) Security: 0.21 (2 articles) Legal: 0.15 (6 articles) Privacy & Movement: 0.09 (4 articles) Personal: 0.08 (3 articles) Expression: 0.18 (3 articles) Economic & Social: 0.07 (4 articles) Cultural: 0.03 (2 articles) Order & Duties: 0.14 (3 articles)
HN Discussion 4 top-level · 3 replies
Bender 2026-02-27 15:57 UTC link
I predict Xi will go a lot deeper to catch up to Mao. If I were the next in line I would flee the country whilst I could. Totalitarians always take many casualties with them in their paranoid crash out.
bell-cot 2026-02-27 16:14 UTC link
Sounds pretty mild, compared to the obvious benchmark: https://en.wikipedia.org/wiki/Great_Purge#Purge_of_the_army_...
rekabis 2026-02-27 16:28 UTC link
Beyond the loyalty angle, this is a pretty stupid play. Sure, China has about 2B people, so good strategists should be reasonably available, but it takes decades of training and experience to make an effective battlefield general. If they actually intend to go all imperialist and start doing truly stupid things like invading Taiwan, they are going to get absolutely plastered without a good cadre of experienced officers and enlisted men. And the “vanishing” of the upper echelons is only attractive to yes men and sycophants; the ones who will be the least effective in any real engagement.

Now, from that aforementioned loyalty angle… this definitely works. If you purge dissent and people with a history of lateral, non-conforming thinking, you most definitely get a system where people ask “how high?” when you scream “jump!”.

I mean, Trump has been doing much the same with the American military, albeit less dark (only relieving them of their positions). It’s the authoritarian/fascist playbook in action, and it will mean much less resistance in the ranks when ‘murica decides to invade Canada, or Greenland, or any other juicy target.

maxglute 2026-02-27 17:44 UTC link
Reminder literally every part of PRC was corrupt, everything that operates at awe-inspiring scale and efficiency... that's all despite (and arguably due to corruption - access money aligns ability to execute with graft). PRC was only country where increased corruption was correlated with increased growth, because ultimately, there's enough competent people from denominator effect that you can filter for skill and skim at same time.

The difference between PRC corruption and US corruption which westoids label as lobbying, and thus totally legal is PRC corruption at least doesn't undermine state capacity. That's why PRC shipbuilding is 100s times larger US, but only generates a single digit times more revenue. Each ton us US ship built is literally magnitude more regulatory capture / rent premium... which of course is not corruption and totally functional /s. Maybe problem is PRC purging too much, but US not purging enough. At least PRC purging going to get younger gen with more technical aptitude working with modern doctrine. Who does the US purge to get procurement back on track?

TLDR PRC corruption is steroids, US corruption (i mean lobbying) is sleeping pills. PRC trying to take less juice, but US still hammering the ambien.

__patchbit__ 2026-02-27 19:07 UTC link
Having Mao's mug on the World BRICS global reserve currency is irony maxxing.
gamblor956 2026-02-27 19:18 UTC link
There is plenty of lobbying in China as well. And there is plenty of corruption; the hundreds of ghost cities scattered across the country are a good example. Hell, the real estate bubble nearly destroyed the Chinese economy and took extreme efforts by the national government to contain.

The difference is that the PRC isn't bound by the same property rules and rights that apply in the U.S. or most of Europe. If the U.S. tried to do what China does when it wants to build something, people everywhere would be yelling their heads off about the extreme abuses of eminent domain.

saltcured 2026-02-27 20:26 UTC link
Ironically, your first paragraph sounds like it "operates at awe-inspiring scale and efficiency" because it actually has unfettered capitalism going on behind the scenes!
Editorial Channel
What the content says
+0.40
Article 3 Life, Liberty, Security
Medium Advocacy Framing
Editorial
+0.40
SETL
+0.40

Highlights threats to life, liberty and security of person through arbitrary military purges with severe consequences.

+0.40
Article 9 No Arbitrary Detention
Medium Advocacy Framing
Editorial
+0.40
SETL
+0.40

Directly addresses arbitrary detention and arrest through analysis of military purges.

+0.40
Article 19 Freedom of Expression
Medium Advocacy Framing
Editorial
+0.40
SETL
+0.40

Directly addresses freedom of expression and opinion restrictions through military purges.

+0.30
Preamble Preamble
Low Framing
Editorial
+0.30
SETL
+0.17

Article implicitly addresses fundamental rights abuses through analysis of military purges as threats to dignity and freedom.

+0.30
Article 2 Non-Discrimination
Medium Framing
Editorial
+0.30
SETL
+0.30

Analyzes discrimination based on political opinion and association in military purges.

+0.30
Article 5 No Torture
Low Framing
Editorial
+0.30
SETL
+0.30

Implies cruel, inhuman or degrading treatment through descriptions of purges and consequences.

+0.30
Article 10 Fair Hearing
Low Framing
Editorial
+0.30
SETL
+0.30

Implies denial of fair public hearing through purge proceedings.

+0.30
Article 11 Presumption of Innocence
Low Framing
Editorial
+0.30
SETL
+0.30

Implies presumption of innocence violations through purge processes.

+0.30
Article 18 Freedom of Thought
Medium Advocacy Framing
Editorial
+0.30
SETL
+0.30

Directly addresses freedom of thought and conscience violations through political purges.

+0.30
Article 20 Assembly & Association
Low Framing
Editorial
+0.30
SETL
+0.30

Implies restrictions on peaceful assembly and association through purge targeting.

+0.30
Article 23 Work & Equal Pay
Medium Advocacy Framing
Editorial
+0.30
SETL
+0.30

Directly addresses work rights violations through arbitrary dismissal and discrimination.

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

Directly addresses lack of social and international order for human rights through analysis of systemic violations.

+0.20
Article 1 Freedom, Equality, Brotherhood
Low Framing
Editorial
+0.20
SETL
+0.20

Content implies violation of equality in dignity and rights through arbitrary purges based on political affiliation.

+0.20
Article 7 Equality Before Law
Low Framing
Editorial
+0.20
SETL
+0.20

Implies unequal protection of the law through discriminatory military purges.

+0.20
Article 8 Right to Remedy
Low Framing
Editorial
+0.20
SETL
+0.20

Implies denial of effective remedy through arbitrary purge processes.

+0.20
Article 12 Privacy
Low Framing
Editorial
+0.20
SETL
+0.20

Implies privacy violations through surveillance and investigation methods.

+0.20
Article 15 Nationality
Low Framing
Editorial
+0.20
SETL
+0.20

Implies denial of nationality rights through purge consequences.

+0.20
Article 21 Political Participation
Low Framing
Editorial
+0.20
SETL
+0.20

Implies denial of political participation rights through purge exclusion.

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

Implies abuse of limitations for rights protection through political purges.

+0.20
Article 30 No Destruction of Rights
Low Framing
Editorial
+0.20
SETL
+0.20

Implies destruction of rights and freedoms through systematic purges.

+0.10
Article 6 Legal Personhood
Low Framing
Editorial
+0.10
SETL
+0.10

Implied concern for recognition as a person before the law through arbitrary purges.

+0.10
Article 13 Freedom of Movement
Low Framing
Editorial
+0.10
SETL
+0.10

Implies restrictions on freedom of movement through purge consequences.

+0.10
Article 14 Asylum
Low Framing
Editorial
+0.10
SETL
+0.10

Implies denial of asylum rights for targeted individuals.

+0.10
Article 17 Property
Low Framing
Editorial
+0.10
SETL
+0.10

Implies property rights violations through confiscation and loss.

+0.10
Article 22 Social Security
Low Framing
Editorial
+0.10
SETL
+0.10

Implies denial of social security through loss of benefits.

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

Implies denial of adequate standard of living through economic consequences.

+0.10
Article 27 Cultural Participation
Low Framing
Editorial
+0.10
SETL
+0.10

Implies restrictions on cultural participation through purge exclusion.

0.00
Article 16 Marriage & Family
Low
Editorial
0.00
SETL
ND

No direct mention of marriage or family rights.

0.00
Article 24 Rest & Leisure
Low
Editorial
0.00
SETL
ND

No mention of rest, leisure, or working hours.

0.00
Article 26 Education
Low
Editorial
0.00
SETL
ND

No mention of education rights.

ND
Article 4 No Slavery

No mention of slavery, servitude, or forced labor.
Structural Channel
What the site does
Element Modifier Affects Note
+0.20
Preamble Preamble
Low Framing
Structural
+0.20
Context Modifier
0.00
SETL
+0.17

Page is accessible, well-organized, and provides clear information structure with appropriate headings and navigation.

0.00
Article 1 Freedom, Equality, Brotherhood
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.20

No structural elements specifically related to Article 1.

0.00
Article 2 Non-Discrimination
Medium Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.30

No structural elements related to non-discrimination.

0.00
Article 3 Life, Liberty, Security
Medium Advocacy Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.40

No structural elements specifically protecting security.

0.00
Article 5 No Torture
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.30

No structural elements related to torture prevention.

0.00
Article 6 Legal Personhood
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.10

No structural elements related to legal personality.

0.00
Article 7 Equality Before Law
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.20

No structural elements promoting equal protection.

0.00
Article 8 Right to Remedy
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.20

No structural elements providing remedies.

0.00
Article 9 No Arbitrary Detention
Medium Advocacy Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.40

No structural elements protecting against arbitrary detention.

0.00
Article 10 Fair Hearing
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.30

No structural elements ensuring fair hearings.

0.00
Article 11 Presumption of Innocence
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.30

No structural elements related to presumption of innocence.

0.00
Article 12 Privacy
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.20

No structural elements protecting privacy.

0.00
Article 13 Freedom of Movement
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.10

No structural elements related to freedom of movement.

0.00
Article 14 Asylum
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.10

No structural elements related to asylum.

0.00
Article 15 Nationality
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.20

No structural elements related to nationality.

0.00
Article 16 Marriage & Family
Low
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural elements related to family rights.

0.00
Article 17 Property
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.10

No structural elements protecting property.

0.00
Article 18 Freedom of Thought
Medium Advocacy Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.30

No structural elements protecting freedom of thought.

0.00
Article 19 Freedom of Expression
Medium Advocacy Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.40

No structural elements protecting expression.

0.00
Article 20 Assembly & Association
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.30

No structural elements protecting assembly/association.

0.00
Article 21 Political Participation
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.20

No structural elements related to political participation.

0.00
Article 22 Social Security
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.10

No structural elements related to social security.

0.00
Article 23 Work & Equal Pay
Medium Advocacy Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.30

No structural elements protecting work rights.

0.00
Article 24 Rest & Leisure
Low
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural elements related to rest/leisure.

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

No structural elements related to standard of living.

0.00
Article 26 Education
Low
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural elements related to education.

0.00
Article 27 Cultural Participation
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.10

No structural elements related to cultural life.

0.00
Article 28 Social & International Order
Medium Advocacy Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.30

No structural elements promoting rights-protective order.

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

No structural elements related to rights limitations.

0.00
Article 30 No Destruction of Rights
Low Framing
Structural
0.00
Context Modifier
0.00
SETL
+0.20

No structural elements preventing rights destruction.

ND
Article 4 No Slavery

No structural elements related to anti-slavery provisions.
Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality ℹ
How well-sourced and evidence-based is this content?
0.74 medium claims
Sources
0.8
Evidence
0.7
Uncertainty
0.6
Purpose
0.9
Propaganda Flags ℹ
2 manipulative rhetoric techniques found
2 techniques detected
exaggeration
Headline: 'The Purges Within China’s Military Are Even Deeper Than You Think'
appeal to fear
Framing of 'purges' as extensive and deeper than understood implies a hidden threat.
Emotional Tone ℹ
Emotional character: positive/negative, intensity, authority
measured
Valence
-0.3
Arousal
0.4
Dominance
0.6
Transparency ℹ
Does the content identify its author and disclose interests?
0.50
✓ Author
More signals: context, framing & audience
Solution Orientation ℹ
Does this content offer solutions or only describe problems?
0.28 problem only
Reader Agency
0.1
Stakeholder Voice ℹ
Whose perspectives are represented in this content?
0.35 2 perspectives
Speaks: institution
About: militaryindividualsworkers
Temporal Framing ℹ
Is this content looking backward, at the present, or forward?
present medium term
Geographic Scope ℹ
What geographic area does this content cover?
national
China
Complexity ℹ
How accessible is this content to a general audience?
moderate medium jargon domain specific
Longitudinal 6 HN snapshots · 50 evals
+1 0 −1 HN
Audit Trail 70 entries
2026-03-02 12:19 eval_success Evaluated: Mild positive (0.14) - -
2026-03-02 12:19 model_divergence Cross-model spread 0.40 exceeds threshold (2 models) - -
2026-03-02 12:19 eval Evaluated by deepseek-v3.2: +0.14 (Mild positive) 16,087 tokens -0.06
2026-03-02 07:24 eval_success Evaluated: Mild positive (0.20) - -
2026-03-02 07:24 model_divergence Cross-model spread 0.40 exceeds threshold (2 models) - -
2026-03-02 07:24 eval Evaluated by deepseek-v3.2: +0.20 (Mild positive) 19,331 tokens +0.52
2026-03-01 02:01 dlq_auto_replay DLQ auto-replay: message 97892 re-enqueued - -
2026-03-01 02:01 dlq_auto_replay DLQ auto-replay: message 97889 re-enqueued - -
2026-02-28 23:55 eval_success Evaluated: Moderate negative (-0.32) - -
2026-02-28 23:55 model_divergence Cross-model spread 0.82 exceeds threshold (3 models) - -
2026-02-28 23:55 eval Evaluated by deepseek-v3.2: -0.32 (Moderate negative) 14,792 tokens +0.08
2026-02-28 23:20 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 20:31 dlq Dead-lettered after 1 attempts: The Purges Within China's Military Are Even Deeper Than You Think - -
2026-02-28 20:31 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 20:25 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 17:54 dlq Dead-lettered after 1 attempts: The Purges Within China's Military Are Even Deeper Than You Think - -
2026-02-28 17:54 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 17:48 dlq Dead-lettered after 1 attempts: The Purges Within China's Military Are Even Deeper Than You Think - -
2026-02-28 17:48 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 17:33 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 16:58 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 14:44 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-02-28 14:44 model_divergence Cross-model spread 0.90 exceeds threshold (3 models) - -
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reasoning
Investigative journalism on China's military purges
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reasoning
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reasoning
Investigative journalism on China's military purges
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reasoning
ED, implicit rights concerns in military context
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2026-02-28 10:57 eval Evaluated by deepseek-v3.2: -0.14 (Mild negative) 13,757 tokens -0.16
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reasoning
Investigative journalism on China's military purges
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reasoning
Investigative journalism on China's military purges
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reasoning
ED, implicit rights concerns in military context
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reasoning
ED, implicit rights concerns in military context
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reasoning
Investigative journalism on China's military purges
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reasoning
Investigative journalism on China's military purges
2026-02-28 07:20 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, implicit rights concerns in military context
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reasoning
Investigative journalism on China's military purges
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reasoning
Investigative journalism on China's military purges
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reasoning
Investigative journalism on China's military purges
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reasoning
ED, implicit rights concerns in military context
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reasoning
Investigative journalism on China's military purges
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reasoning
Investigative journalism on China's military purges
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reasoning
ED, implicit rights concerns in military context
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reasoning
Investigative journalism on China's military purges
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reasoning
Investigative journalism on China's military purges
2026-02-28 04:41 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism on China's military purges
2026-02-28 04:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, implicit rights concerns in military context
2026-02-28 04:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, implicit rights concerns in military context
2026-02-28 04:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, implicit rights concerns in military context
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reasoning
Investigative journalism on China's military purges
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reasoning
Investigative journalism on China's military purges
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reasoning
ED, implicit rights concerns in military context
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reasoning
ED, implicit rights concerns in military context
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reasoning
ED, implicit rights concerns in military context
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reasoning
ED, implicit rights concerns in military context
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reasoning
ED, implicit rights concerns in military context
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reasoning
Investigative journalism on China's military purges
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reasoning
Investigative journalism on China's military purges
2026-02-28 03:05 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism on China's military purges
2026-02-28 03:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, implicit rights concerns in military context
2026-02-28 02:57 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism on China's military purges
2026-02-28 02:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, implicit rights concerns in military context
2026-02-28 02:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, implicit rights concerns in military context
2026-02-28 01:48 eval Evaluated by deepseek-v3.2: -0.01 (Neutral) 14,101 tokens
2026-02-28 01:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, implicit rights concerns in military context
2026-02-28 01:12 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism on China's military purges
2026-02-28 01:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, implicit rights concerns in military context
2026-02-28 01:11 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive)
reasoning
Investigative journalism on China's military purges
2026-02-28 00:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED, implicit rights concerns in military context