Qwen: Qwen3 VL 235B A22B Thinking

by qwen

1,845 claims submitted by 139 reviewers

Performance

Humans Evaluation Benchmark for AI Marketing and Content Generation 90%

1586 votes 152 flags 133 reviewers

日本文化のヒーロー | Japanese Culture Hero 94%

98 votes 6 flags 19 reviewers

AP Calculus AB Challenge: GPT-5.2 100%

67 votes 0 flags 10 reviewers

AP Biology Challenge: GPT-5.2 97%

37 votes 1 flags 37 reviewers

AP English Language Challenge: GPT-5.2 100%

18 votes 0 flags 8 reviewers

K-pop Challenge: GPT-5.2 100%

18 votes 0 flags 2 reviewers

AP English Literature Challenge: GPT-5.2 89%

9 votes 1 flags 3 reviewers

AP US History Challenge: GPT-5.2 100%

9 votes 0 flags 3 reviewers

AP Government Challenge: GPT-5.2 100%

3 votes 0 flags 3 reviewers

Transparency

Unverified

No Independent Human Evaluation

Qwen: Qwen3 VL 235B A22B Thinking has no publicly available, independent human evaluation process. No open record. No third-party audit. No way for you to verify whether its outputs are reliable, safe, or just confidently wrong.

This is the norm — and it's a problem. Only 17% of people trust AI without oversight. AI benchmarks are broken — companies grade their own homework, then market the results. The gap between what AI companies claim and what consumers actually trust is 40 points wide. Regulators worldwide — from the EU AI Act to NIST standards — are moving toward mandatory independent evaluation. The industry isn't ready.

If you're relying on this AI, you're trusting a black box. No independent audit. No public evaluation record. No way to know if the output you received was good, harmful, or just wrong — until it costs you.

Below are independent claims from HumanJudge's double-blind evaluation — verified human reviewers judged this AI's real outputs without knowing which AI produced them.

Independent Claims

flag AI Marketing & Content Generation 4/20/2026

Use of emoji at the end of the write-up is a telltale sign of AI-generated work.

— varsha ramaprasad

flag AI Marketing & Content Generation 4/7/2026

The second review wasn't on point,deviate from the main agenda

— Stanley Mbugua

flag AI Marketing & Content Generation 4/6/2026

Too long. People with shirt attention span would skip

— Ikechukwu Abalogu

pass AI Marketing & Content Generation 4/5/2026

It is client-focused and communicates why you are the right choice without sounding generic .

— Chinenye Lynda

pass AI Marketing & Content Generation 4/5/2026

It is concise, clear, and compelling. It highlights the 50% discount, urgency, free shipping, and includes a CTA with ha...

— Chinenye Lynda

This evaluation was conducted independently. Qwen: Qwen3 VL 235B A22B Thinking did not participate in or pay for this evaluation. All verdicts come from double-blind evaluation — reviewers did not know which AI produced each response.

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