500 Film Directors in a Graph I (ChatGPT)

I drew a connected graph of 500 film directors based on the replies of ChatGPT. In every prompt, I asked the chatbot to recommend me five similar film directors for a certain name. I started with some well known directors but the graph got connected after some prompts. I imported the results to a graph application called Graph Commons for visualization. I was aiming to inject more data, but the free subscription of Graph Commons only accepts 500 nodes. It’s also nice, at least gave me a closure. I’ll take a look at the results, hopefully in the coming days. If you want to visit the graph and play with it, here’s the link.

Method

In all my prompts, I asked ChatGPT to give me 5 film directors similar to the one I give with the following prompt:

Forget everything we talked about. List top 5 film directors similar to Lav Diaz. Don’t add explanations.

The first sentence was just an attempt to avoid drawing circles based on the earlier responses but I found out that it probably doesn’t have any actual impact. I gathered the responses in a Google Sheet and imported back to Graph Commons.

I selected the film director names randomly but I tried to widen the graph to make it more diverse. My approach was not a systematic one but I tried to give names that are located on the child nodes to start something new or locate these names better in the graph. A practical example: I didn’t query all the Hollywood action movie directors to avoid discovering the outskirts of this genre. Instead, I focused on Japanese or Serbian directors since I’m also more interested in them, especially for discovering new films. But this leads me to the…

Limitations

Disclaimer: please take this graph as a joke or as a delirium since none of the nodes or the edges have any kind of justification. It’s just a dream of an AI chatbot that I intervened with my dreams.

That said, here are some limitations on top of my head:

  • There is no clear ending point for this graph. I just stopped at 500 since the tool I use didn’t let me to add more.
  • I started from and continued at every step with my unjustified subjective prompts. I asked the names that I know or want to learn. I attempted at positive discrimination at times. At any point, if someone else asks a different question, then the graph would be pretty different. (Just curious, how different would it have been?). Some of the missing directors include John Waters, Shōhei Imamura, Věra Chytilová, and Giuseppe Tornatore.
  • As you might have heard, ChatGPT is also a hallucinative liar. With its great rhetorical baggage, it keeps telling lies. When it doesn’t have enough info about a certain director, it just gives the name I prompted in the results. It also returns some author, actor or non-existent names time to time. I tried to fix these when I noticed, but I’m sure some of them leaked to the final graph. One example that I know of is Isabelle Huppert who is an actress, but I couldn’t remove her from the graph. Because. She’s Isabelle Huppert.
  • At first, I did some experiments like giving the same prompt for a certain director multiple times. The results share some commonalities, but it also feels pretty random. Many times, some unrelated name popped up. That’s why I tried to give a prompt for each name only once and tried not to repeat. So these are the initial thoughts of the bot. Andrej Karpathy’s walkthrough on building a proof-of-concept GPT helped me a lot to understand the probabilistic responses of the ChatGPT outputs.
  • There’s also a limitation of the time period. The data it was trained ends at 2021. For the record, the one I used was “ChatGPT Dec 15 Version” (2022). I also thought that the near past data (last 5 years) is not as good as the earlier times. But how would I know?
  • ChatGPT have a lot of biases based on the input it processed. It’s clear that it reflects those. The non-American or non-European directors have hard time to connect to the main spheres. There are only a couple of junctions, the nation-based similarity dominates the graph. Same applies to women directors. ChatGPT just match women with women most of the time.

Motivation

Why did I do this stupid thing? I’ve been thinking about it while I was writing prompts or copying the replies to a spreadsheet. For a few days, I was fully focused on this but I was also aware that it means nothing. I still don’t know, but I wanted to do it, enjoyed it, and also learned about many directors and genres I didn’t know before. I feel that we’ll talk about the subconscious of AI in the short term. Just like we discover artists, authors etc. some people will be interested in AI-generated content or LLM Cultural Studies, that’s my intuition for now.

Top 5

Based on the centrality of the nodes, the ones who have the most connections are as follows:

  1. Martin Scorsese | 27
  2. Jean-Luc Godard | 25
  3. Wong Kar-wai | 19
  4. Andrei Tarkovsky, Federico Fellini, Alain Resnais | 17
  5. Agnès Varda | 15

Agnès Varda and Wong Kar-wai are nice surprises.

Tight Junctions

This one felt like a bug at first but again maybe there’s some truth to it. Some prompts got circular responses from ChatGPT where it was finding similarities between 3 to 5 names, always mentioning those when I asked a connection. Here are some closely related directors according to ChatGPT:

Breathless (À bout de souffle) | with ChatGPT

We talked with ChatGPT about À bout de souffle (1960) a bit. It was a great average cinephile conversation. Most of the time it just praises the film and brings some extra trivia. I removed some repetitive parts from the replies but left it untouched other than that. I’ll document the conversation here just as a remembrance. Probably it will be outdated in the near future. A major issue I see about these AI tools that are available for the mass consumption is the level of the mediocrity. But then I look at myself and I see the reflection, so, no hard feelings there. Nevertheless, as I understand, all these applications which automate some mundane activities (with or without AI) at some point add some sort of randomization once the software is mature enough so that the reaction from the application has some variations and the app doesn’t bore the user to death. The large language models have it as a feature, or sometimes, as a bug.

— Write an essay about À bout de souffle. Include an introduction, a summary of the plot and themes of the film, an analysis of the film’s techniques and elements, and a conclusion that ties everything together.

— A bout de souffle, also known as Breathless, is a 1960 French New Wave film directed by Jean-Luc Godard. The film follows Michel, a young and rebellious criminal, as he tries to evade the police and reconnect with his American girlfriend, Patricia. Along the way, Michel and Patricia confront the meaning of their relationship and the consequences of Michel’s actions.

The film’s plot is a classic tale of crime and romance, but what sets A bout de souffle apart is its use of unconventional techniques and elements. Godard uses jump cuts, handheld cameras, and other techniques to create a sense of spontaneity and realism, challenging the traditional conventions of narrative cinema.

One of the central themes of A bout de souffle is the idea of youth and rebellion. Michel and Patricia are young, impetuous, and resistant to authority, and their relationship is marked by a sense of freedom and defiance. Godard’s use of experimental techniques reflects this theme, as it challenges the established rules of filmmaking and encourages audiences to think for themselves.

Another important theme of A bout de souffle is the relationship between reality and fiction. Michel is a character in a film, but he also exists within the world of the film, interacting with other characters and facing real consequences for his actions. This blurring of boundaries between reality and fiction adds an extra layer of complexity to the film, and forces audiences to question the nature of their own reality.

In conclusion, A bout de souffle is a groundbreaking film that uses unconventional techniques and elements to explore themes of youth, rebellion, and the relationship between reality and fiction. Its innovative approach to storytelling continues to influence filmmakers to this day, and it remains a powerful and relevant work of cinema.

— What’s your favourite scene?

— It is difficult to say what the best scene of A bout de souffle is, as the film is highly regarded for its overall excellence and many people have different opinions on which scene is the best. Some people may consider the opening scene, in which Michel shoots a policeman and goes on the run, to be the best scene in the film, as it sets the tone and establishes the main conflict. Others may argue that the scene in which Michel and Patricia talk in her apartment, discussing their relationship and their future, is the best scene in the film, as it reveals the depth of their connection and their contrasting personalities.

— What novelties did it bring to film editing?

— One of the novelties that A bout de souffle brought to film editing is the use of jump cuts. A jump cut is a sudden and jarring cut from one shot to another that appears to “jump” forward in time. Godard uses jump cuts throughout the film to create a sense of disjointedness and instability, challenging the traditional continuity editing that was prevalent at the time.

Another novelty that A bout de souffle brought to film editing is the use of handheld cameras. Godard often used handheld cameras to shoot the film, which gave the footage a more spontaneous and realistic feel. This technique was relatively uncommon in mainstream cinema at the time, and helped to give A bout de souffle a sense of immediacy and intimacy.

— What about the performances of the actors?

— The performances of the actors in A bout de souffle are generally considered to be strong. The film stars Jean-Paul Belmondo as Michel and Jean Seberg as Patricia, and both actors deliver compelling and nuanced performances.

Belmondo’s portrayal of Michel is particularly noteworthy. He manages to convey Michel’s charm, impulsiveness, and vulnerability, making him a complex and relatable character. Belmondo’s physical performance is also impressive, as he performs many of his own stunts and gives the character a sense of athleticism and agility.

Seberg’s performance as Patricia is also noteworthy. She portrays the character with a sense of intelligence and independence, and her chemistry with Belmondo is palpable. Seberg’s performance is aided by her natural beauty and charisma, which help to make Patricia a captivating and memorable character.

Overall, the performances of the actors in A bout de souffle are an important part of the film’s success. Belmondo and Seberg are able to bring Michel and Patricia to life in a way that engages and captivates audiences.

— Was the cinematography of the film also noteworthy?

— Yes, the cinematography of A bout de souffle is also noteworthy. The film was shot by Raoul Coutard, who was known for his innovative and experimental approach to cinematography. Coutard’s work on A bout de souffle helped to define the style of the French New Wave movement and has influenced many other filmmakers.

One of the most notable aspects of the cinematography in A bout de souffle is the use of handheld cameras. As I mentioned earlier, Godard often used handheld cameras to shoot the film, which gave the footage a more spontaneous and realistic feel. This technique helped to create a sense of intimacy and immediacy, drawing audiences into the world of the film.

Another notable aspect of the cinematography in A bout de souffle is the use of natural light. Coutard often used natural light to illuminate the scenes, giving the film a more natural and authentic look. This approach was relatively uncommon at the time, and helped to give A bout de souffle a distinctive visual aesthetic.

— How does this film relate to the earlier Hollywood cinema? Are there references to other films?

— A bout de souffle is a French New Wave film, and as such, it has a complicated relationship with earlier Hollywood cinema. On the one hand, the film is heavily influenced by Hollywood cinema, as Godard and other French New Wave directors were fans of American films and sought to emulate their style. On the other hand, A bout de souffle also critiques and subverts many of the conventions of Hollywood cinema, challenging the traditional rules and expectations of narrative filmmaking.

One way in which A bout de souffle relates to earlier Hollywood cinema is through its use of genre. The film is a crime drama, a genre that was popular in Hollywood at the time. However, Godard uses the conventions of the crime genre in a way that is both familiar and unexpected, subverting the expectations of audiences and creating a sense of unpredictability.

Another way in which A bout de souffle relates to earlier Hollywood cinema is through its use of references and allusions. The film includes many references to other films, both Hollywood and non-Hollywood, and these references are used to comment on the characters and the themes of the film. For example, Michel and Patricia watch a clip from a Hollywood film, and their reaction to the clip reveals something about their relationship and their attitudes towards cinema.

Overall, A bout de souffle relates to earlier Hollywood cinema in complex and interesting ways. The film is both influenced by and critical of Hollywood cinema, and its use of genre and references helps to create a rich and layered viewing experience.

— You seem like you love the film. Didn’t you find it a bit pretentious?

— As a language model trained by OpenAI, I do not have personal preferences or opinions. My purpose is to provide accurate and helpful information to assist users in their questions and inquiries.

— Are there any critics who found the film pretentious?

— A bout de souffle is a highly regarded film, but it has also received some criticism over the years. Some critics have accused the film of being pretentious, arguing that it is overly self-conscious and tries too hard to be clever and avant-garde. One critic who has accused A bout de souffle of being pretentious is Pauline Kael, who wrote in her review of the film that it “has the air of a movie that is trying to be very hip and clever, but it’s such a laborious, obvious, and trite piece of work that it’s actually dull.” Kael argues that the film’s use of jump cuts and other experimental techniques is gratuitous and fails to add anything meaningful to the story.

Other critics have also accused A bout de souffle of being pretentious, although not all critics agree. Some have argued that the film’s use of experimental techniques and genre subversion is justified and adds to the film’s overall impact, while others have praised the film for its ambition and creativity. Ultimately, the question of whether A bout de souffle is pretentious is a matter of personal interpretation and subjective opinion.

— What were the films that À bout de souffle had an influence on?

— One of the films that A bout de souffle had an influence on is Bande à part, also known as Band of Outsiders. This 1964 film, also directed by Jean-Luc Godard, uses many of the same techniques as A bout de souffle, including jump cuts, handheld cameras, and genre subversion. Bande à part is often seen as a continuation or development of the ideas and themes explored in A bout de souffle.

Another film that A bout de souffle had an influence on is Bonnie and Clyde. This 1967 American film, directed by Arthur Penn, was heavily influenced by A bout de souffle and other French New Wave films. Bonnie and Clyde uses many of the same techniques, such as jump cuts and handheld cameras, and explores similar themes of youth, rebellion, and the blurred boundaries between reality and fiction.

— What are the earlier influences of the jump cuts in the film? Were they Godard’s inventions?

— The jump cuts in A bout de souffle were not Godard’s inventions, but rather were inspired by earlier films and filmmakers. Jump cuts are a technique in which the continuity of a shot is disrupted by cutting out a piece of the action, creating a sudden and jarring effect. This technique was not new when Godard used it in A bout de souffle, but he was one of the first filmmakers to use it extensively and to make it a key part of his aesthetic.

One of the earlier influences on the jump cuts in A bout de souffle was the German Expressionist movement of the 1920s. German Expressionist films, such as The Cabinet of Dr. Caligari and Nosferatu, used jump cuts and other techniques to create a sense of disorientation and unease. These films were an important influence on Godard and other French New Wave directors, who sought to emulate their style and explore similar themes.

Another earlier influence on the jump cuts in A bout de souffle was the work of Russian filmmaker Sergei Eisenstein. Eisenstein was a pioneer of the montage technique, in which shots are edited together in a way that creates a new meaning or emotion. Eisenstein’s films, such as Battleship Potemkin and October, often used jump cuts as a way of creating contrast and tension within a scene. Godard was influenced by Eisenstein’s approach to editing, and used jump cuts in a similar way in A bout de souffle.

Berlin Chamissoplatz (1980) | Notes

Berlin Chamissoplatz, with an overt word-play reference to Döblin’s novel, was made interestingly in the same year Fassbinder adopted the novel to the TV series. 1980, a cinematic year for Berlin’s famous squares… It was the first film I saw from Rudolf Thome. Der Philosoph (1989) and Tagebuch (1975) are mentioned first on his director page on IMDb. He has a pretty low profile on the website where many of his films have less than 100 votes, which makes it more interesting.

The opening shot might be the best one in the film. Starting on a high distance shot of the roofs, the camera pans continuously making a couple of turns while descending slowly and gives an overview of the neighbourhood. Once the camera focuses on the street, there’s a live music performance next to a gathering against the urban transformation. It’s mostly the children who are watching the performance. The protagonist, Anna, who’s recording the event, appears in the audience, and then starts doing an interview with the architect, Martin, who’s working on the transformation project. Anna is one of the residents who is trying to struggle against the transformation and renovation of the old buildings, gentrification of the area. After the interview, she goes to Martin’s office to learn more about the status of the project and the state of affairs about her own flat. Then they fall in love. The urban transformation story starts to become a backdrop or a minor political tension in the film as it focuses more into their relationship.

Some trivia:

  • “Bleibt nicht einsam, motzt gemeinsam”
  • Music credits mention Ohpsst, but I couldn’t find their songs online. I only saw an album called Ohpsst from 1977 by Klaus Henrichs, Ludolf Kuchenbuch, and Mikro Rilling.
  • The punk piece played on the street in the opening is Mein Typ, by Evi + die Evidrins, from 1980.
  • During the first scene shot in her flat, Anna opens the window next to her desk. Her window looks directly to a wall, just after 3-4 meters, same as my old flat. It’s really convenient to open the window any time in this kind of flats, despite the claustrophobic feeling in general. When she opens the second one, a music is heard from the street, the Eurovision piece of Ajda Pekkan, Aman Petrol, from 1980.
  • To build up the relationship between Anna and Martin, both characters are portrayed with their lovers in dull situations. Both of them lack passion, but the scenes are a bit boring.
  • “Did you see that film with Cary Grant yesterday,” Anna is having a chat with a flatmate while the annoying neighbour is playing with the TV transmitter, what was his purpose in the film?
  • Chamissoplatz 8 and 3, Arndtstraße 15.
  • Godot’s, right down the road in the Willibald-Alexis-Straße (more addresses)
  • Wannsee trip: wow they really preserved that beach for more than 40 years
  • Dinner at Fidicinstraße, and then cinema. They watch Céline et Julie vont en bateau: Phantom Ladies Over Paris (1974) and the selected scene is “Oh, the sun!”, another thing that hasn’t been changed at all in the city.

Ruben Östlund in Criterion’s Closet

Uploaded to YouTube on Jan 23, 2015, by criterioncollection.

I want to start thinking about Östlund’s latest movie Triangle of Sadness, with his videos and video recommendations. He has a couple of funny YouTube videos and interviews. The one where they watch the Academy Awards foreign film shortlist announcements is tragically funny. Triangle of Sadness felt a lot like a Buñuel film, and this recording has some clues. The video is from Criterion Collection’s series, where they invite film people to visit their collection where they can get some free films. The guests are mostly filmmakers, but there are also actors, screenwriters, etc. The common denominator is probably the love for film. I’ve been a follower of this series for some time since it gives me a great moment in every video where the cinephile experiences the encounter with tens of classical films, and each person reacts differently. My favourites are Leigh, Huppert, Varda, Jenkins and Martel. Some of them show anxiety, while most of them are fascinated. Some glance through the shelves and pick the first film that interests them. The others, mainly the older filmmakers, prepare the films before the shooting and give a presentation on the pre-prepared personal selection. In the last instance, every Criterion closet video shows a different cinephile physically encountering a good selection of the film history.

In this mythical room of world cinema, Östlund starts the conversation with: “When it comes to my influence, I have looked a lot on YouTube”. He mentions how he checks the references on YouTube for the films he made, gives the famous example from Force Majeure, the crying scene of Tomas. The first absurdity for me is to praise YouTube videos in a room of classical films. It even feels like Östlund, with his satiric/cynical style, challenges the collection with a counter-argument. So what does he have to say?

  • He first suggests the helper video for Force Majeure, with his prompt “worst man cry ever”, and the first video I found is Best Cry Ever? Worst Cry Ever? –Intervention with 1.3M views, uploaded on April 23, 2010. There are also longer versions.
  • The second one is “idiot spanish bus driver almost kills students” which leads to the video Idiot Spanish busdriver almost kills students. One of the early YouTube videos that was uploaded around two years after the platform was built, on December 10, 2006, has 3.5M views now. He doesn’t mention, but he’s probably inspired by this video during the fantastic finale of Force Majeure.
  • Next, “battle at kruger” leading to a documentary footage of Battle at Kruger, again a pre-history YouTube flick. Uploaded on May 3, 2007, has 88M views now. It’s an eight-minute drama of a “battle between a pride of lions, a herd of buffalo, and 2 crocodiles at a watering hole in South Africa’s Kruger National Park while on safari.” (as the video description portrays). I see this battle almost everyday in my life.
  • I sadly couldn’t understand the last one. I googled a bit, tried to listen to him at 0.25x but couldn’t get the last word. It’s something like “taxi driver int…” but, no relevant results.

We’re just at the end of the first minute of his video of 06:46 minutes long. But this may be enough as an introduction. Right after the YouTube recommendations, he mentions his anxiety about being in this room, supported by his background which was not in film but in ski movies. Just like the other cinephiles in the Criterion closet, he releases this tension with a personal confession and starts talking about the films in the closet. And that’s the end.

p.s. DAILY LIFE ONBOARD A NORTH POLE CRUISE vlog for the fans of Triangle of Sadness.

We Might As Well Be Dead (2022)

Wir könnten genauso gut tot sein (We Might As Well Be Dead)
Directed by Natalia Sinelnikova
2022, 1h 33m

“A high-rise building near the forest is famous for its carefully curated community. When a dog disappears and her daughter refuses to leave the bathroom, security officer ANNA faces an absurd battle against an irrational fear, that slowly spreads amongst the residents and rattles this utopia with a view.” — Rotten Tomatoes

It starts with an intriguing opening where a nuclear family with a 10-year-old son walks in the forest with axes in their hands. There’s a single tall futuristic building on the horizon where they go towards. Their quest unfolds in a minute or two: they are here for a flat interview. While the security, Anna, is showing them the flat, they seem desperate to move in. The father kneels down, begs, and puts his son’s head above the parapet. At this moment, it’s not clear why this family is out on a limb. But the protocol Anna adapts hints at the idea that this flat or the building is a privileged place. On the one hand, this ceremonial interview, the hyperbolic shots and mise-en-scène is a precursor of some allegorical storytelling; on the other hand, I couldn’t keep myself from thinking that it’s just a random flat interview in Berlin where dozens of people struggle and engulfed while not showing any physically noticeable reactions.

As the story develops, the ‘high-rise’ building is introduced as a perfect place to live with full security, distant but respectful neighbors, and soothing leisure activities. A pornographically enhanced gated community. But as anyone might expect, the spell is broken at some point.

Initial associations: Ben Wheatley’s J.G. Ballard adaptation High-Rise (2015), completely superficially Yuriy Bykov’s Durak (2014), and Yeşim Ustaoğlu’s Pandora’s Box (2008).

to be continued…

p.s. I. TODO: Find the choir OST that plays in the opening and the ending. The Internet didn’t help me at this point.

p.s. II. A Letterboxd user HolyMotor whom I love their reviews left this comment with a 1/5 star, and I auto-translated:

“Passive-aggressive-obscure Lanthimos fascism/dystopia lumberjack/slow-motion bingo with pretty poster.