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The Dog & the Boy

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The Dog & The Boy
Japanese name
Kanji犬と少年
Directed byRyōtarō Makihara
Produced byTaiki Sakurai
Edited byAya Hida
Music bySasakure.UK
Animation by
  • Ryotaro Makihara
  • Mathias Demongeot
Backgrounds byAI (+ Human)
Production
companies
Distributed byNetflix
Release date
  • 31 January 2023 (2023-01-31) (YouTube)
Running time
3 minutes
CountryJapan

The Dog & the Boy[a] (Japanese: 犬と少年, romanized: Inu to Shōnen) is a 2023 animated science fiction short film directed by Ryōtarō Makihara. Distributed by Netflix and released on YouTube on 31 January 2023, the film follows the friendship between a robot dog and a boy. It became notable for its use of artificial intelligence art to create its background artwork, which was widely negatively received online.

Plot

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A young boy finds a robot dog in a forest under a pile of garbage. The two become close and spend time playing, fishing, and biking together as the seasons change. The boy gets older and, during a fireworks display, his city starts getting bombed. The boy leaves the city while the dog gets left behind to watch as it gets decimated. The seasons continue to change until a team of workers in hazmat suits arrive, one of whom kicks the dog into rubble and causes it to pass out. The dog wakes up to find that the boy, now an old man, has found him in the rubble, and the two embrace.

Production

[edit]

The Dog & the Boy was directed by Ryōtarō Makihara, who also served as its storyboarder and key animator. It was produced by the Tokyo-based animation studio Netflix Anime Creators Base, launched in September 2021, alongside Japanese production company Wit Studio and the Japanese artificial intelligence art studio Rinna, the latter of which had been spun off from Microsoft's artificial intelligence chatbot of the same name in 2015.[3] It was the first production by Netflix Anime Creators Base to use generative artificial intelligence.[4] Production on the film began in January 2022 and it was released on YouTube on January 31, 2023.[5] It runs for three minutes.[2][1] The film's background artwork was made with the assistance of artificial intelligence, with its background designer credited as "AI + Human".[6] The backgrounds were first drawn by hand as concept art by an unnamed animator before being processed using artificial intelligence several times and tweaked by hand again.[7] According to Daiki Sakurai, Netflix's chief anime producer, the film utilized an original artificial intelligence art program based on DALL-E that exclusively used 5,000 to 6,000 pieces of background art from Netflix original programming;[8] Ars Technica's Benj Edwards wrote that the program appeared similar to Stable Diffusion's "img2img" process that transformed a preexisting image based on a text prompt.[1]

The film's theme song, "Ainouta", was made by Sasakure.UK and features AI-code"M". Other staff included Mathias Demongeot as CG animator and character designer, Aya Hida as editor, Yūko Fujita as color supervisor, Kōji Tanaka as composition director, and Chieko Ichimanda as animation supervisor.[3]

Reception

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A tweet posted to Netflix Japan's Twitter account on the same day as the film's release read, in Japanese,

As an experimental effort to help the anime industry, which has a labor shortage, we used image generation technology for the background images of all three-minute video cuts![9]

The tweet drew widespread backlash from Twitter users and anime workers, who accused Netflix of using artificial intelligence to avoid paying artists.[10][6] The backlash mostly took place outside of Japan.[8][5] In a response, Hamish Steele, the creator of the Netflix animated television series Dead End: Paranormal Park, tweeted, "Not something to be proud of babes."[11] The controversy also took place amidst the rise of other concerns among artists surrounding artificial intelligence art, such as copyright and job loss.[7] Engadget's Igor Bonifacic wrote that the labor shortage referenced in the tweet was the result of "unsustainable labor practices" among Japanese animation studios.[12] For The Mary Sue, Jack Doyle criticized the credits' listing of the unnamed background animator simply as "Human", writing that there was "something so blatantly disrespectful about not crediting living, breathing human beings for their work that it almost feels detached, machinelike".[13]

Engadget's Bonifacic praised the film as "touching".[12] Amanda Yeo of Mashable wrote that The Dog & The Boy was not "a unique story" and that criticism of its AI-generated backgrounds was "fair".[7] Animation Guild president Jeanette Moreno King stated that the film "looked hackneyed" and did not "look original" or "like it was breaking any kind of new ground".[14] For Popular Science, Chilean animator Sebastián Bisbal said that the film had "quite poor" quality due to artistic inconsistencies.[11]

Notes

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  1. ^ Also referred to as Dog and Boy.[1][2]

References

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  1. ^ a b c Edwards, Benj (1 February 2023). "Netflix stirs fears by using AI-assisted background art in short anime film". Ars Technica. Retrieved 1 December 2023.
  2. ^ a b Jamerson, Megan (5 September 2023). "How will AI disrupt Hollywood? Crew members count the ways". KCRW. Retrieved 2 December 2023.
  3. ^ a b Pineda, Rafael Antonio (2 February 2023). "WIT Studio Produces 'The Dog & The Boy' Anime Short With AI Generated Backgrounds". Anime News Network. Retrieved 2 December 2023.
  4. ^ Chen, Min (7 February 2023). "Netflix Japan Is Drawing Ire for Using A.I. to Generate the Background Art of Its New Anime Short". Artnet. Retrieved 2 December 2023.
  5. ^ a b Matsuura, Tatsuki (3 February 2023). "Netflix、背景に画像生成AIを使ったショートアニメ公開 作業効率化の実験も海外ファンは非難の声" [Netflix releases short animation using image generation AI in the background; overseas fans criticize experiment to improve work efficiency] (in Japanese). ITmedia. Retrieved 2 December 2023.
  6. ^ a b Cole, Samantha (1 February 2023). "Netflix Made an Anime Using AI Due to a 'Labor Shortage,' and Fans Are Pissed". Vice. Retrieved 1 December 2023.
  7. ^ a b c Yeo, Amanda (2 February 2023). "Netflix is getting blasted for using AI art in an anime instead of hiring artists". Mashable. Retrieved 1 December 2023.
  8. ^ a b Nishida, Munechika (8 February 2023). "Netflixが｢画像生成AIでアニメ制作｣してわかったAIの限界…『犬と少年』で挑戦したもの" [Netflix discovered the limits of AI when it 'produced anime using image generation AI' ... What it tried to do with 'The Dog and the Boy']. Business Insider Japan (in Japanese). Retrieved 2 December 2023.
  9. ^ @NetflixJP (31 January 2023). "人手不足のアニメ業界を補助する実験的な取り組みとして、3分間の映像全カットの背景画に画像生成技術を活用!" (Tweet) (in Japanese). Retrieved 1 December 2023 – via Twitter.
  10. ^ Farrant, Theo (27 March 2023). "Here's how artists are fighting back against AI image generation". Euronews. Retrieved 2 December 2023.
  11. ^ a b Paul, Andrew (2 February 2023). "Netflix used AI-generated images in anime short. Artists are not having it". Popular Science. Retrieved 2 December 2023.
  12. ^ a b Bonifacic, Igor (1 February 2023). "Netflix's 'Dog and Boy' anime causes outrage for incorporating AI-generated art". Engadget. Retrieved 2 December 2023.
  13. ^ Doyle, Jack (10 February 2023). "Netflix Invents 'Labor Shortage' To Hide Animator Exploitation". The Mary Sue. Retrieved 2 December 2023.
  14. ^ Stedman, Alex (17 April 2023). "How AI Became a New Animation Battlefield: 'I Can't Wait for Them to Get Sued'". IGN. Retrieved 2 December 2023.
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