How accurate is ChatGPT's response when it comes to culture shock?
Culture shock is a relatively new (and sometimes even overused) concept, so there must have been enough training materials for the model to grasp what we would like to focus on. Charlie Chaplin is one of the iconic actors, which also means there are numerous sources of information about his life. Does it all mean that the model can present an accurate digest of the problem solutions inspired by the biography?

Below is ChatGPT's response to the query and our commentaries on the content-related issues (click on the orange bulbs to see the remarks).
You can find the raw output in text format here.
When Charlie Chaplin arrived in the United States in 1910 as part of Fred Karno’s vaudeville troupe, he faced the potential for culture shock. Coming from a working-class background [=MZ1] in England, he was unfamiliar with the scale, speed, and vibrant diversity of American life. However, several factors helped him adapt and even thrive:
1. Familiarity with Vaudeville Culture [=MZ2] : Chaplin was part of a traveling troupe, which gave him an established social and professional network upon arrival. The vaudeville circuit had its own culture that was similar in both the U.K. and the U.S., providing Chaplin with a familiar structure to ease the transition.
2. The Appeal of His Comedy Style [=MZ3]: American audiences immediately responded to his unique brand of comedy [=MZ4] , which blended slapstick with a more thoughtful, expressive style. His performances were warmly received, giving him a sense of belonging and appreciation that helped mitigate feelings of alienation.
3. The Influence of Film as a Universal Language: Chaplin arrived during the early days of film, an art form that crossed cultural boundaries. As he began working in silent films, he relied on visual and physical comedy, which translated well across different audiences without requiring a deep understanding of American culture or language differences. [=MZ5]
4. A Sense of Opportunity and Adventure: Chaplin was ambitious and saw America as a land of opportunity. He viewed the journey as a chance for personal growth and career advancement, which helped him embrace the unfamiliar rather than shy away from it.[=MZ6]
Chaplin’s quick success and the adaptability he developed as a stage performer made the transition easier [=MZ7] and ultimately led him to become one of America’s most beloved figures in entertainment[=MZ8] .
To conclude
Nice wording does not always correspond to clear logic, unfortunately. This time, the language model could not outperform a human in terms of the general text quality – we detected vague, misleading and even false content in the generated text. Potential improvements would include:
subtitle(s) alteration,
additional facts provided,
avoidance of not related information and/or its substitution with more relevant data.
Here, we do not evaluate absence or presence of additional explanations of culture shock apart from the main discussion since that’s something that our human writer decided to include for the readers to better understand the topic while it did not make part of the prompt.

[=MZ1] True but vague. Both his parents worked as stage performers which is not the profession primarily associated with working-class. After finishing her singing career, his mother switched, though, to home dress-making which was indeed one of the most common working-class jobs for women at those times.
[=MZ2] Unsuitable subtitle. A subtitle is usually viewed as a subordinate title which gives additional information to the main title or focuses on the main points of context. While the following information in the paragraph is totally relevant to the question, the generated subtitle would mean that vaudeville culture as such was something common for both the UK and USA and it was vaudeville which smoothed the transition. In fact, vaudeville was a part of Chaplin’s job which didn’t really depend on his geographical location. What mattered was the traveling troupe and their established network.
[=MZ3] False connection. The comedy style Chaplin offered his audience was mainly his response to the professional task. The new audience received him well as an actor but it does not mean that his comedy style could be used as a culture shock remedy in everyday personal life.
[=MZ4] Another false connection. What is generally viewed as Chaplin’s unique brand or style of comedy - the black-and-white contradicting image of the Tramp - would be born several years later, already for a film debut. The question, however, refers to Chaplin’s experience as that of a theatre troupe member, even though he had been noticed as a “rising star” by that time.
[=MZ5] False content. Chaplin began working on silent films four years after his first arrival to the USA and also, after his second USA tour with the theatre troupe. That given, visual and physical comedy developed for cinematography (in contrast to pantomime he was performing in theatre) is not related to Chaplin’s personal development upon the arrival in the USA.
[=MZ6] Despite there is no clear evidence, this might be true as Chaplin indeed was an ambitious young man who cared about earning his living. Together with that, it is not completely clear if he went on his first USA tour already thinking about developing his career there after the tour would end.
[=MZ7] Absolutely makes sense!
[=MZ8]...just wait for it - it didn’t happen the first year Chaplin came to the USA.