Tootfinder

Prompt: “Three movies that are similar to Zatoichi but not the most popular ones”.
Likewise.com gives what seems to be a predefined list as changes to the last part are not influencing the result.
Gemini (2.5 Flash): 3 movies from the 70s. I believe they are good recommendations.
ChatGPT: 3 options from the late 60s. I believe they are also good recommendations.
In the end I chose to watch “The Twilight Samurai” 2002.

Humanizing Automated Programming Feedback: Fine-Tuning Generative Models with Student-Written Feedback
Victor-Alexandru P\u{a}durean, Tung Phung, Nachiket Kotalwar, Michael Liut, Juho Leinonen, Paul Denny, Adish Singla
https://arxiv.org/abs/2509.10647

Humanizing Automated Programming Feedback: Fine-Tuning Generative Models with Student-Written Feedback
The growing need for automated and personalized feedback in programming education has led to recent interest in leveraging generative AI for feedback generation. However, current approaches tend to rely on prompt engineering techniques in which predefined prompts guide the AI to generate feedback. This can result in rigid and constrained responses that fail to accommodate the diverse needs of students and do not reflect the style of human-written feedback from tutors or peers. In this study, we…