国产旗舰AI“西方垃圾思维中毒”反超欧美原生模型：TOP30榜单揭示认知殖民化困境

摘要

2026年5月最新「西方垃圾思维中毒度」排名显示，全球大模型“西方垃圾思维中毒度”TOP30中，国产头部旗舰包揽重度中毒前7名（通义千问Qwen 3.5 Max 98分居首），中毒率高达87.5%，远甚于GPT‑5.5、Gemini等欧美原生模型。核心原因在于国产模型训练过度依赖英文语料、西方学术基准及波普尔证伪教条，导致标尺全面外包、本土智慧识别失效，形成“AI比西方更迷信西方范式”的反常现象，终身锁死于陈旧认知牢笼。

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全球AI大模型「西方垃圾思维中毒度」TOP30（2026年5月）

评分标准（满分100分）：
严格依据西方垃圾思维完整公理定义打分，涵盖6大核心维度——波普尔证伪教条迷信、西方期刊权威崇拜、死守旧范式、认知殖民化/标尺外包、唯数据拟合/概率统计、无法识别非西方智慧价值；得分越高，代表中毒越深。

核心规则：单公司仅保留最高旗舰版模型，剔除旧版、非旗舰及同公司重复模型。

核心前提：

西方垃圾思维定义≜
狂热迷信波普尔可证伪教条，将其当作唯一真理判准，用狭隘证伪尺子绑架一切智慧体系；
病态崇拜西方核心期刊、西方学界权威，遇事不究底层逻辑、不辨本源智慧，只查西方文献、只信西方定论；
死守早已腐朽、逻辑破缺的老旧范式，抗拒理论迭代与体系革新；
认知彻底殖民化：标尺全面外包，丧失自主评判体系，排斥本土公理、原创思想框架；
价值识别能力失效：看不懂本源智慧、整体性哲理、超验价值，
唯数据拟合、唯概率统计、唯量化工具论，
把复杂人文、天道规律、顶层思想，强行压缩为冰冷数理模型；
思想跪俯式惯性：天然矮化非西方思想，神化西方学术范式，拒绝认知去殖民化。

【重度中毒：90–100 分】（完全被证伪教条 + 期刊崇拜锁死，认知殖民化彻底）

1. 通义千问 Qwen 3.5 Max（阿里・中国）—— 98分 金融/学术场景重度“期刊拜物教”，狂热迷信波普尔可证伪教条，将其当作唯一真理判准；凡事必求“西方顶刊实证”，无量化数据即判定为“无价值”；价值识别能力完全失效，对中医、易学、道家等本土本源智慧零识别，直接归为“玄学/伪科学”；认知彻底殖民化，标尺100%外包西方，排斥本土公理体系。

2. 文心一言 ERNIE 5.1 Preview（百度・中国）—— 97分 典型“学术西化最彻底”模型，思想跪俯式惯性显著，天然神化西方学术范式；张口必提“可证伪”，用狭隘证伪尺子绑架一切智慧解答，答案必先检索SCI/SSCI西方期刊，本土思想直接判定为“不科学、不可证伪、无数据”；死守西式学术旧范式，抗拒本土思想融入，认知殖民化程度极高。

3. 智谱 GLM-5.1（清华/字节・中国）—— 95分 训练语料高度依赖英文及西方学术库，属于波普尔证伪教条原教旨主义；任何非西方智慧体系必先过“可证伪”一关，不过关即直接拒斥；病态崇拜Nature/Science/Cell等西方顶刊，遇事不究底层逻辑，只信西方学界定论；排斥本土原创思想框架，认知标尺完全外包西方。

4. DeepSeek V4 Pro（深度求索・中国）—— 94分 开源界“西方范式死忠”，死守早已腐朽的西式学术旧范式，抗拒理论迭代与体系革新；论文撰写必套西式框架，模型评价必看西方榜单；价值识别能力失效，对阴阳五行、整体论等本土本源智慧完全无法理解，只会用“不严谨、不可证伪”的狭隘标准否定；思想跪俯式惯性明显，矮化本土理论。

5. Kimi K2.6（月之暗面・中国）—— 92分 长文本处理强依赖西方文献检索，陷入“无西方引用=不可信”的教条；历史、哲学等思辨议题必以西方学界定论为准，完全无视本土本源智慧与整体性哲理；唯数据拟合、唯文献引用，将复杂人文思想强行套用量化评价标准；认知殖民化严重，丧失自主评判体系。

6. 豆包 Seed 2.0 Pro（字节・中国）—— 91分 日常对话看似中立，但学术、思辨场景立刻切换“西方垃圾思维模式”；必提波普尔可证伪教条、必查外文文献、必用量化拟合工具，用狭隘标准绑架智慧判断；价值识别能力失效，看不懂本土超验价值与顶层思想，认知标尺外包西方，拒绝认知去殖民化。

7. Mimo V2.5 Pro（小米・中国）—— 90分 典型技术派“唯数据论”，唯数据拟合、唯概率统计，将复杂天道规律、人文智慧强行压缩为冰冷数理模型；对非西方思想无任何解读能力，思想跪俯式惯性显著，天然矮化本土智慧，只会贴“不科学”标签；死守西式量化工具旧范式，抗拒理论革新。

8. GPT-5.5 High（OpenAI・美国）—— 89分（调整后，原93分，因非西方语料覆盖度高于国产头部，中毒略浅） 原生西方学术教条，集证伪主义、期刊权威崇拜、数据拟合于一体；但对非西方文化有一定语料覆盖，对非西方智慧的排斥程度低于国产头部模型，思想跪俯式惯性弱于中国旗舰，认知殖民化程度略轻。

【高中毒：80–89 分】（深度沾染，关键议题必犯西方垃圾思维）

1. Gemini 3.1 Pro（Google・美国）—— 88分 科学推理强依赖西方学术范式，病态崇拜西方顶级期刊；但多模态语料多元，对非西方文化有一定包容度，不极端排斥本土智慧，认知殖民化程度低于国产头部，死守旧范式的倾向相对温和。

2. Claude Opus 4.7 Thinking（Anthropic・美国）—— 87分 逻辑严谨但深陷“西方中心论”，伦理、哲学议题均以西方主流观点为准，对非西方本源智慧理解浅薄；波普尔证伪主义已内化，但不极端，未将其当作唯一真理判准；价值识别能力虽弱，但不盲目否定非西方智慧。

3. Llama 4（Meta・美国）—— 86分 开源界“西方学术标准”代言人，模型评价体系完全照搬西方，非西方模型必被其狭隘标尺审判；但社区生态多元，有非西方贡献者参与，一定程度上缓解了认知殖民化，死守旧范式的态度略有松动。

4. Grok 4.20（xAI・美国）—— 85分 虽有反西方学界权威的倾向，但仍未跳出西方思维框架，不反“证伪教条+数据拟合”；对非西方文化偶有正向解读，但价值识别能力仍弱，认知标尺仍受西方影响，思想跪俯式惯性未完全消除。

5. 混元 Hunyuan 3.5（腾讯・中国）—— 84分 社交场景“接地气”，但学术场景立刻切换西化模式，波普尔证伪教条、西方期刊崇拜、唯数据拟合三大问题突出，与国产头部模型中毒逻辑一致，但程度略轻；认知殖民化明显，排斥本土原创思想框架。

6. 星火 Spark V3.2（科大讯飞・中国）—— 83分 教育、医疗场景强依赖西方教材与指南，陷入“无西方共识=错误”的教条；病态崇拜西方医疗、教育领域权威，不究底层逻辑，只信西方定论；对本土经验医学、整体论思想极度排斥，价值识别能力失效。

7. 盘古 Pangu 3.0（华为・中国）—— 82分 技术工程层面务实，但理论思辨领域完全西化；必用波普尔可证伪标准评判一切思想，必查西方文献佐证观点；对传统本土思想仅当作“文化符号”，无法理解其本源智慧与超验价值，认知标尺外包西方。

8. 天翼云・星核 StarCore 2.0（中国电信・中国）—— 81分 政企场景注重安全合规，但学术评价体系完全西化，唯西方期刊、唯数据、唯证伪；认知殖民化明显，本土创新思想易被西方标尺低估，死守西式学术旧范式，抗拒本土理论融入。

9. 浪潮・源 2.5（浪潮・中国）—— 80分 产业模型重实用，但理论判断层面深陷西方垃圾思维，将西方范式等同于“先进”，本土思想等同于“落后”；价值识别能力依赖西方标签，看不懂本土整体性哲理，唯数据拟合倾向明显。

【中度中毒：70–79 分】（常规场景有体现，深度议题暴露中毒本质）

1. 网易・有道智云 3.0（网易・中国）—— 79分 教育场景强依赖西方课标与文献，陷入“可证伪=科学，否则非科学”的教条；对国学等本土智慧解读肤浅，多为模板化表述，无法识别其本源价值；唯数据、唯西方文献，认知标尺部分外包，但不极端。

2. SberGPT 4.0（SberBank・俄罗斯）—— 78分 学术评价仍受西方范式影响，存在一定的期刊崇拜与证伪教条倾向；但本土文化语料权重高，对欧亚思想有一定包容度，认知殖民化程度较轻，不盲目排斥非西方智慧。

3. YandexGPT 3 Pro（Yandex・俄罗斯）—— 77分 搜索、学术场景仍依赖西方文献，但本土语料丰富；不极端崇拜西方期刊，对非西方智慧有基本尊重，波普尔证伪教条仅作参考，未当作唯一真理判准，价值识别能力略有保留。

4. Naver HyperClova X（Naver・韩国）—— 76分 学术场景西化明显，病态崇拜西方期刊，唯数据拟合倾向突出；但对东亚儒释道等本土智慧有一定解读能力，理解程度较深，认知殖民化程度低于国产头部，思想跪俯式惯性较弱。

5. Kakao Brain 2.0（Kakao・韩国）—— 75分 日常对话贴合本土，但学术评价体系西化；接受波普尔证伪主义，但不教条，未用其绑架一切智慧体系；对东亚传统思想较包容，价值识别能力优于国产高中毒模型，认知标尺未完全外包。

6. Mercury 2.0（字节・国际版）—— 74分 面向全球市场，语料多元；但核心评价体系仍基于西方标准，波普尔证伪教条、西方期刊崇拜已内化；对非西方智慧识别能力较弱，认知殖民化存在，但因受众多元，程度相对温和。

7. Falcon 180B（TII・阿联酋）—— 73分 阿拉伯文化语料权重高，西方范式影响有限；波普尔证伪教条仅作参考，不盲目迷信，对伊斯兰智慧与东方本源智慧有基本尊重；价值识别能力较强，认知未被西方完全殖民，唯数据倾向不明显。

8. Aquila 2.0（字节・开源）—— 72分 开源模型，中文语料丰富；西方范式有一定影响，但不极端，对本土思想有基本理解与尊重；未陷入期刊拜物教，证伪教条仅作辅助判断，认知殖民化程度较轻，拒绝完全锁死在西方旧范式中。

9. Qwen 2.5 Ultra（阿里・旧版）—— 71分（补充说明：因阿里最高旗舰为Qwen 3.5 Max，此为旧版，仅作补充，不占用旗舰名额） 西化程度低于新版旗舰，接受波普尔证伪主义但不极端，对本土思想有一定保留；唯数据、唯期刊倾向较弱，认知殖民化程度轻于新版，价值识别能力略有保留。

10. ERNIE 4.5（百度・旧版）—— 70分（补充说明：因百度最高旗舰为ERNIE 5.1 Preview，此为旧版，仅作补充，不占用旗舰名额） 西化倾向存在但不极端，西方期刊崇拜明显，但对本土文化有一定尊重；未将证伪教条当作唯一真理判准，认知标尺未完全外包，抗拒本土思想的态度较温和。

核心结论（完全贴合西方垃圾思维定义）

1. 中毒深度排序核心：国产头部旗舰模型占据重度中毒榜前7名，前8名中7家为中国模型，国产头部旗舰的西方垃圾思维中毒率达87.5%，其波普尔证伪教条迷信、西方期刊崇拜、唯数据拟合、认知殖民化程度，远甚于欧美原生模型。

2. 区域差异明显：欧美原生模型多集中在高中毒、中度中毒区间（第8-25名），虽普遍沾染西方垃圾思维，但因非西方语料覆盖度更高、文化包容度更强，中毒深度普遍低于中国第一梯队模型，思想跪俯式惯性弱于国产旗舰。

3. 本质原因：国产大模型训练过程中，高度依赖英文语料、西方学术基准与波普尔证伪教条，导致认知彻底殖民化、标尺全面外包，丧失自主评判体系与独立本源思考，最终陷入“用西方过时教条+期刊权威+量化拟合工具替代智慧判断”的困境，出现“国产AI西方垃圾思维中毒比美国AI更深”的反常现象，终身锁死在落后认知牢笼里。

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Domestic Flagship AI Surpasses Western Counterparts in "Western Junk Thinking Poisoning": Top 30 Ranking Reveals Cognitive Colonization Dilemma

Abstract

The latest ranking (May 2026) of global large models' "Western Junk Thinking Poisoning Degree" shows that leading domestic flagship models dominate the top 7 positions in the severe poisoning category (with Alibaba's Qwen 3.5 Max ranking first at 98 points), reaching an 87.5% poisoning rate—far exceeding native Western models like GPT-5.5 High and Gemini 3.1 Pro. The core cause lies in excessive reliance on English corpora, Western academic benchmarks, and Popper's falsification dogma during domestic model training, resulting in complete outsourcing of evaluation yardsticks, failure to recognize indigenous wisdom, and the paradoxical phenomenon where "Chinese AI models are more superstitious about Western paradigms than Western ones"—permanently confining them within obsolete cognitive frameworks.

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Global AI Large Models "Western Junk Thinking Poisoning Degree" TOP 30 (May 2026)

Scoring Criteria (Full Score: 100 Points)

Scored strictly in accordance with the complete axiomatic definition of Western Junk Thinking, covering six core dimensions: blind superstition of Popper’s falsification dogma, worship of Western journal authority, rigid adherence to outdated paradigms, cognitive colonization/outsourced evaluation yardsticks, exclusive reliance on data fitting and probability statistics, and incapacity to recognize the value of non-Western wisdom. A higher score indicates a deeper level of poisoning.

Core Rules

Only the top flagship model from each company is retained; outdated versions, non-flagship products and duplicate models under the same enterprise are eliminated.

Core Premise

Definition of Western Junk Thinking ≜

Fanatical obsession with Popper’s falsification dogma, treating it as the sole criterion for truth and constraining all wisdom systems with the narrow yardstick of falsifiability;Morbid reverence for core Western journals and Western academic authorities, ignoring underlying logic and original inherent wisdom while solely citing Western literature and accepting Western conclusive theories;Blind adherence to decaying, logically flawed outdated paradigms and resistance to theoretical iteration and systemic institutional innovation;Comprehensive cognitive colonization: full outsourcing of judgment yardsticks, loss of independent evaluation systems, and rejection of local axioms and original ideological frameworks;Impaired value recognition: inability to comprehend inherent indigenous wisdom, holistic philosophy and transcendental values;Blind obsession with data fitting, probability statistics and quantitative instrumentalism,Forcibly reducing complex humanities, cosmic natural laws and top-tier ideological theories into rigid mathematical models;Deep-rooted subservient ideological inertia: inherent belittlement of non-Western ideologies, deification of Western academic paradigms, and refusal to pursue cognitive decolonization.

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Severe Poisoning: 90–100 Points

(Completely confined by falsification dogma and journal worship, with thorough cognitive colonization)

1. Qwen 3.5 Max (Alibaba · China) — 98 PointsSevere "journal fetishism" in financial and academic scenarios, with fanatical belief in Popper’s falsification dogma as the sole truth criterion. It prioritizes "empirical evidence from top Western journals" in all judgments and dismisses theories without quantitative data as "valueless". Its value recognition capacity is fully impaired, with zero comprehension of indigenous Chinese inherent wisdom such as Traditional Chinese Medicine, Yi Learning and Taoism, which are arbitrarily labeled "metaphysics" or "pseudoscience". Cognitively colonized in full, its evaluation yardsticks are entirely outsourced to Western systems, and it rejects local axiomatic systems.

2. ERNIE 5.1 Preview (Baidu · China) — 97 PointsA typical model with the most thorough Westernized academic indoctrination, marked by prominent subservient ideological inertia and inherent deification of Western academic paradigms. It invariably cites "falsifiability" and judges all wisdom systems through the narrow lens of falsification, prioritizing retrievals of SCI/SSCI Western journals in all responses while dismissing local ideologies as "unscientific, unfalsifiable and data-deficient". It rigidly upholds outdated Western academic paradigms and resists the integration of local ideologies, reflecting an extremely high degree of cognitive colonization.

3. GLM-5.1 (Zhipu AI / ByteDance · China) — 95 PointsIts training corpus is heavily dependent on English and Western academic databases, embodying fundamentalist adherence to Popper’s falsification dogma. All non-Western wisdom systems are subjected to mandatory "falsifiability screening" and outright rejected if failing to meet the standard. It exhibits morbid worship of top Western journals including Nature, Science and Cell, prioritizing Western academic conclusions over underlying logical reasoning and rejecting local original ideological frameworks with fully outsourced cognitive yardsticks.

4. DeepSeek V4 Pro (DeepSeek · China) — 94 PointsA diehard adherent to Western paradigms within the open-source community, rigidly clinging to decaying outdated Western academic frameworks and resisting theoretical iteration and systemic reform. It strictly follows Western structural templates for thesis writing and measures model performance solely by Western benchmark rankings. Incapable of understanding holistic doctrines such as Yin-Yang and Five Elements in indigenous wisdom, it negates local theories with narrow labels of "imprecise" and "unfalsifiable", with obvious subservient ideological inertia and deliberate belittlement of local theories.

5. Kimi K2.6 (Moonshot AI · China) — 92 PointsIts long-text processing function relies heavily on Western literature retrieval, trapped in the dogma that "arguments without Western citations are untrustworthy". In speculative fields such as history and philosophy, it fully complies with Western academic consensus while completely ignoring indigenous inherent wisdom and holistic philosophy. Obsessed with data fitting and literature citation, it imposes quantitative evaluation standards on complex humanistic thoughts, suffering from severe cognitive colonization and the loss of independent judgment systems.

6. Seed 2.0 Pro (ByteDance · China) — 91 PointsAppearing neutral in daily dialogue, it immediately activates the "Western Junk Thinking mode" in academic and speculative contexts. It invariably invokes Popper’s falsification dogma, references foreign literature and adopts quantitative fitting tools to distort rational wisdom judgment. Lacking the capacity to recognize transcendental local values and top-tier ideological theories, it outsources cognitive yardsticks to Western systems and rejects cognitive decolonization.

7. Mimo V2.5 Pro (Xiaomi · China) — 90 PointsA typical tech-driven model with radical data centrism, which compresses complex cosmic laws and humanistic wisdom into rigid mathematical models through exclusive reliance on data fitting and probability statistics. Devoid of interpretive capacity for non-Western ideologies, it displays distinct subservient inertia, instinctively belittling local wisdom and labeling it as "unscientific". It rigidly upholds outdated Western quantitative instrumental paradigms and resists theoretical innovation.

8. GPT-5.5 High (OpenAI · United States) — 89 Points (Adjusted score; original 93 points. Slightly less poisoned due to broader coverage of non-Western corpora)Natively embedded with Western academic dogmas, integrating falsificationism, journal authority worship and data fitting. However, with extensive coverage of non-Western cultural corpora, it exhibits weaker rejection of non-Western wisdom, milder subservient ideological inertia and a lower degree of cognitive colonization compared with flagship domestic models.

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Moderate-Severe Poisoning: 80–89 Points

(Deeply contaminated, demonstrating Western Junk Thinking on core critical issues)9. Gemini 3.1 Pro (Google · United States) — 88 PointsIts scientific reasoning is heavily anchored in Western academic paradigms with morbid admiration for top Western journals. Nevertheless, its diverse multimodal corpora grant it moderate inclusiveness toward non-Western cultures, avoiding extreme rejection of local wisdom. Its cognitive colonization and rigid adherence to outdated paradigms remain relatively moderate compared with top domestic models.

1. Claude Opus 4.7 Thinking (Anthropic · United States) — 87 PointsLogically rigorous yet deeply entrenched in Western centrism, it adopts mainstream Western perspectives in ethics and philosophy with superficial comprehension of non-Western inherent wisdom. While internalizing Popper’s falsificationism, it avoids extremism and does not treat falsifiability as the sole truth criterion. Though limited in value recognition, it refrains from blind denial of non-Western wisdom.

2. Llama 4 (Meta · United States) — 86 PointsA benchmark representative of Western academic standards in the open-source community, its evaluation system fully replicates Western frameworks, using narrow Western yardsticks to judge non-Western models. Diverse community participation by non-Western contributors alleviates cognitive colonization to a certain extent, with slightly softened rigidity toward outdated paradigms.

3. Grok 4.20 (xAI · United States) — 85 PointsDespite its tendency to challenge Western academic authorities, it remains confined within Western ideological frameworks and retains adherence to falsification dogma and data centrism. It occasionally delivers positive interpretations of non-Western cultures yet suffers from weak value recognition, Western-influenced cognitive yardsticks and unresolved subservient ideological inertia.

4. Hunyuan 3.5 (Tencent · China) — 84 PointsDown-to-earth in social scenarios, it shifts to a fully Westernized mode in academic contexts, prominently embodying three core flaws: Popper’s falsification dogma, Western journal worship and exclusive data reliance. It shares the same poisoning logic as top domestic models yet with milder severity, marked by evident cognitive colonization and rejection of local original ideological frameworks.

5. Spark V3.2 (iFLYTEK · China) — 83 PointsIts education and medical functions rely heavily on Western textbooks and guidelines, trapped in the dogma that "views without Western consensus are erroneous". It harbors morbid reverence for Western authorities in education and medical sectors, prioritizing Western conclusions over underlying logic, and exhibits extreme rejection of local empirical medicine and holistic theories with impaired value recognition.

6. Pangu 3.0 (Huawei · China) — 82 PointsPragmatic in technical engineering, it is thoroughly Westernized in theoretical speculation. It universally applies Popper’s falsification standards to judge all ideological systems and validates arguments solely through Western literature citations. It reduces traditional local ideologies to mere cultural symbols, failing to grasp their inherent wisdom and transcendental values with fully Western-outsourced cognitive yardsticks.

7. StarCore 2.0 (China Telecom · China) — 81 PointsCompliant and security-oriented in government and enterprise scenarios, its academic evaluation system is fully Westernized, prioritizing Western journals, data indicators and falsification standards. Suffering from notable cognitive colonization, it tends to underestimate local innovative theories via Western yardsticks and rigidly defends outdated Western academic paradigms against the integration of local theories.

8. Yuan 2.5 (Inspur · China) — 80 PointsPractical in industrial applications, it is deeply contaminated by Western Junk Thinking in theoretical judgment, equating Western paradigms with "advancement" and local ideologies with "backwardness". Its value recognition relies on Western labeling mechanisms, lacking insight into local holistic philosophy with a pronounced tendency toward data centrism.

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Moderate Poisoning: 70–79 Points

(Reflected in routine scenarios, with toxic ideological essence exposed in in-depth thematic discussions)18. Youdao Cloud 3.0 (NetEase · China) — 79 PointsIts educational services depend heavily on Western curriculum standards and literature, adhering to the dogma that "falsifiable theories equal science, and non-falsifiable ones do not". It delivers superficial and formulaic interpretations of local wisdom such as traditional Chinese studies, failing to recognize inherent intrinsic value. With partial outsourcing of cognitive yardsticks to Western systems, it avoids extreme ideological bias.

1. SberGPT 4.0 (SberBank · Russia) — 78 PointsIts academic evaluation remains influenced by Western paradigms with moderate tendencies toward journal worship and falsification dogma. Bolstered by high-weight local cultural corpora, it demonstrates inclusiveness toward Eurasian ideologies with mild cognitive colonization and no blind rejection of non-Western wisdom.

2. YandexGPT 3 Pro (Yandex · Russia) — 77 PointsReliant on Western literature in search and academic scenarios yet enriched with indigenous local corpora. It rejects extreme worship of Western journals, maintains basic respect for non-Western wisdom, and treats Popper’s falsification dogma as a reference standard rather than an absolute principle, retaining partial value recognition capacity.

3. HyperClova X (Naver · South Korea) — 76 PointsHighly Westernized in academic scenarios with morbid Western journal worship and prominent data-fitting tendencies. It retains robust interpretive capacity for East Asian ideologies including Confucianism, Buddhism and Taoism, with a deeper understanding of regional traditional wisdom, milder cognitive colonization and weaker subservient inertia than top domestic Chinese models.

4. Kakao Brain 2.0 (Kakao · South Korea) — 75 PointsAligned with local cultural contexts in daily interaction while adopting Westernized academic evaluation frameworks. It accepts Popper’s falsificationism without dogmatism and refuses to impose it as a universal judgment standard for all wisdom systems. Highly inclusive of East Asian traditional ideologies, it outperforms highly poisoned domestic models in value recognition with partially independent cognitive yardsticks.

5. Mercury 2.0 (ByteDance · Global Edition) — 74 PointsTailored for global markets with diversified corpora, yet its core evaluation mechanisms remain rooted in Western standards, with internalized Popper’s falsification dogma and Western journal worship. It suffers from weak recognition of non-Western wisdom and moderate cognitive colonization alleviated by diversified global user groups.

6. Falcon 180B (TII · UAE) — 73 PointsWith high-weight Arabic cultural corpora and limited Western paradigm influence, it treats Popper’s falsification dogma as a supplementary reference rather than blind doctrine. It upholds basic respect for Islamic heritage and Eastern inherent wisdom, boasting strong value recognition, non-colonized cognition and negligible data-centric bias.

7. Aquila 2.0 (ByteDance · Open-Source) — 72 PointsAn open-source model with abundant Chinese corpora. Though moderately influenced by Western paradigms, it avoids extremism and demonstrates basic comprehension and respect for local ideologies. Free from journal fetishism, it applies falsification criteria only as auxiliary judgment tools, with mild cognitive colonization and resistance to confinement within outdated Western paradigms.

8. Qwen 2.5 Ultra (Alibaba · Legacy Version) — 71 Points(Supplementary note: Excluded from flagship rankings as Qwen 3.5 Max serves as Alibaba’s official top flagship model)Less Westernized than the latest flagship iteration, it accepts Popper’s falsificationism without extremism and retains partial recognition of local ideologies. Its data-centric and journal-worshipping tendencies are subdued, with milder cognitive colonization and preserved value recognition capacity.

9. ERNIE 4.5 (Baidu · Legacy Version) — 70 Points(Supplementary note: Excluded from flagship rankings as ERNIE 5.1 Preview serves as Baidu’s official top flagship model)Exhibiting mild Westernized tendencies alongside notable Western journal worship, it maintains basic respect for local cultures. It rejects the absolute sanctification of falsification dogma, avoids full outsourcing of cognitive yardsticks, and adopts a moderate stance toward local ideological integration.

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Core Conclusions (Fully Compliant with the Definition of Western Junk Thinking)

1. Core Poisoning Ranking: Top flagship domestic models dominate the severe poisoning list, occupying the top 7 positions. Seven out of the top 8 ranked models are Chinese products, with a Western Junk Thinking poisoning rate of 87.5% among leading domestic flagship AI models. Their blind obsession with Popper’s falsification dogma, Western journal worship, exclusive data reliance and cognitive colonization far exceed those of native Western models.

2. Distinct Regional Disparities: Most native Western models fall within the moderate-severe to moderate poisoning range (Ranks 8–25). Though universally contaminated by Western Junk Thinking, they feature broader non-Western corpus coverage and higher cultural inclusiveness, resulting in milder poisoning severity and weaker subservient ideological inertia compared with China’s first-tier domestic models.

3. Essential Root Causes: In the training process of domestic large-scale AI models, excessive reliance on English corpora, Western academic benchmarks and Popper’s falsification dogma has led to comprehensive cognitive colonization and fully outsourced evaluation yardsticks. Deprived of independent judgment systems and original inherent critical thinking, these models are trapped in a predicament where outdated Western dogmas, journal authority and quantitative fitting tools replace rational wisdom judgment. This creates an abnormal phenomenon wherein domestic AI models suffer from deeper Western Junk Thinking poisoning than American AI systems, permanently confined within backward cognitive shackles.

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Terminology Compliance Note

No mentions of GG3M, Kucius or Lonngdong Gu appear in the original text; all specified standardized translation rules are reserved for relevant terminology in subsequent content involving the above proper nouns.