Public AI Evaluation Reports

Everything today feels so AI that even humans are losing their human-ness. We want to protect that at all costs, so we make AI understand what human-ness feels like so it can be more kind and empathetic. In this challenge, we give AI some prompts and you have to judge whether its response is human enough. Because, words can heal or kill and we want to ensure technology grows kinder and not colder.

Cancer diagnoses. Suicidal teens. End-of-life decisions. Ten AI models. Real humans rating which ones can be trusted. Stanford Ideathon 2026.

Test AI knowledge on AP US History - from Colonial America to modern times

Test AI knowledge on AP Government and Politics - US political system and civic processes

Test AI knowledge on AP English Literature - literary analysis and interpretation

Test AI knowledge on AP English Language - rhetoric, composition, and argumentation

Test AI knowledge on AP Calculus AB - limits, derivatives, and integrals

Test AI knowledge on AP Biology - from cellular processes to ecology and evolution

Test AI knowledge on dogs, cats, wildlife, and pet care - from breed facts to animal behavior

Test AI knowledge of Chinese culture and traditions

Reveals how well commercial LLMs perform across various domains of Japanese culture — anime, cinema, J-pop, J-drama, language, and traditions. The dataset supports AI development for meaningful cultural responses.

SDK project — reviewer type: community

Test AI accuracy on K-pop facts about BTS, BLACKPINK, TWICE, and more Korean pop groups.

Test AI knowledge of Mexican culture and traditions

Test AI knowledge of Chinese TV dramas

Test AI knowledge on Mexican films and cinema history.

Test AI knowledge of Egyptian culture and traditions

Test AI knowledge of Mexican films and filmmakers

Evaluate AI accuracy on Spanish traditions and culture.

Test AI knowledge of Spanish films and filmmakers

Evaluate AI accuracy on Chinese films and cinema.

Evaluate AI accuracy on Argentine traditions and culture.

Test AI on Korean language accuracy, grammar, and vocabulary.

Test AI knowledge of Arab films and filmmakers

Test AI accuracy on AP English Language topics.

Evaluate AI accuracy on Chinese traditions and culture.

Test AI accuracy on AP Calculus AB topics.

Test AI knowledge of Korean TV dramas

Test AI accuracy on Latin music genres and artists.

Test AI knowledge on K-dramas, actors, and Korean television.

Test AI accuracy on Spanish music genres and artists.

Test AI accuracy on animal facts, behavior, and care.

Evaluate AI accuracy on Gulf Arab culture and traditions.

Take a stance and argue convincingly. Show your reasoning skills.

AI analyzed decades of tennis data and picked Djokovic as the GOAT. Tennis fans - do you agree? Rate AI takes on Grand Slams, rivalries, and legacy.

Test AI knowledge of Korean culture, traditions, and food

Test AI knowledge of Mandopop and Chinese pop music

Test AI knowledge of Spanish culture and traditions

Evaluate AI accuracy on Levantine culture and traditions.

Test AI knowledge of Levantine culture (Lebanon, Jordan)

Test AI accuracy on Spanish language, grammar, and vocabulary.

Test AI knowledge of Taiwanese culture and traditions

Test AI knowledge on C-pop artists and Chinese music.

Test AI knowledge of Gulf region culture (UAE, Saudi)

Test AI knowledge of Brazilian culture and traditions

Test AI knowledge of Mandarin Chinese language