Fortune | FORTUNE 5小时前
AI重塑内容分发,流媒体算法影响观众接触内容方式
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一位媒体高管指出,人工智能在改变内容创作的同时,更深刻地影响着观众接触内容的方式。Reliance Industries的媒体和内容业务总裁Jyoti Deshpande表示,流媒体平台上的AI算法可能限制部分观众观看特定影视作品。她认为,算法在维持用户参与度方面至关重要,但可能存在“算法盲点”,即过度推荐用户已知偏好的内容,反而阻碍了观众接触新颖或不同文化背景的作品,尤其对国际内容的分发构成挑战。她呼吁流媒体巨头应更积极地推广多元化内容,以促进全球内容的公平可及。

💡 AI在内容分发中的作用日益凸显,其算法可能限制观众接触不同类型或文化背景的内容。Jyoti Deshpande指出,流媒体平台上的算法虽然能满足用户现有偏好,但也可能导致“算法盲点”,阻碍了如《Laapataa Ladies》等国际影片被更广泛的受众发现,即使这些影片在国际市场具有潜力。

📈 流媒体平台用户花费大量时间在内容探索上,但内容过载感普遍存在。Netflix等平台通过更新首页设计,减少展示标题数量,增加动画和视频功能,并采用“响应式推荐”来提升用户体验,但算法的推荐逻辑仍是影响内容可及性的关键因素。

🌍 全球内容市场格局正在变化,国际内容(如好莱坞以外的作品)的推广和可及性成为重要议题。Deshpande强调,大型流媒体平台有责任开放地推广国际内容,使其更容易被全球观众发现,以打破区域性内容收入的限制,促进文化交流。

🎬 像《RRR》和《Squid Game》这样的国际作品通过其受欢迎程度成功触达西方观众,表明了高质量内容跨越文化界限的潜力。Netflix的“本地化战略”与此形成对比,但超高人气的作品依然能够打破算法的区域限制,而“超级粉丝”的重复观看行为也对算法推荐起到了关键推动作用。

Artificial intelligence may be changing how content is made, but its bigger impact on media is how the technology is altering who is able to access that content, one media executive said.

Jyoti Deshpande, a film producer and president of media and content business at Indian conglomerate Reliance Industries, said during a Sunday panel at Fortune Global Forum in Riyadh that AI-powered algorithms on streaming platforms are limiting some audiences from watching certain shows and movies.

“The larger problem comes in distribution and the use of algo when content is being shown,” she said.

Algorithms have become a ubiquitous and key tool in keeping users engaged on streaming platforms. According to a survey of 2,000 American streaming-service subscribers commissioned by user-experience testing platform UserTesting and conducted by Talker Research, a subscriber spends an average of 110 hours per year scrolling on their streaming platforms, with half of respondents saying the amount of content available is overwhelming. 

In May, Netflix had its first major homescreen update in more than a decade, which shows fewer titles, but more animation and video features. The update also includes “responsive recommendations” that generate titles based on what subscribers have been searching for and watching in the recent past.

Algorithm blind spots

Deshpande suggested that while streaming algorithms like Netflix’s are good at identifying what is within a subscriber’s tastes, the algorithm may limit what that user is exposed to, to the detriment of studios trying to produce films. The Reliance Industries executive used the example of Laapataa Ladies, a film she produced that became India’s entry into the International Feature Film category of the 2024 Oscars. While the movie was promoted heavily because of its nomination, Deshpande said Laapataa Ladies was not made readily available to some users, such as those in the United Kingdom, because the platform’s algorithm did not believe those users to be interested in the film.

In 2024, about 70% of Hollywood’s global revenue came from international markets, but according to Deshpande, for certain international film producers, the opposite is true. She suggested the onus to make international content more available to diverse audiences is on streaming platforms.

“Ours is the reverse,” she said. “And I would say it would be the same for Arabic content: more revenues from the domestic market and less from the international markets.

“If these large platforms, Amazon, prime, Apple, Netflix—the big boys—if they don’t openly promote this content and make it discoverable to everyone, how do we get there?” Deshpande concluded.

The changing global box office

According to Netflix, the platform employs a “local for local” strategy that intentionally shows audiences content from their home country that is culturally specific, but that international titles such as RRR and Squid Game have found western audiences because of their popularity. Apple and Amazon did not respond to Fortune’s requests for comment.

Hollywood’s hold on the global box office may be starting to change. Two decades ago, U.S. films had a 92% share of the global box office compared to today’s still-dominant 66%, Bloomberg reported last month. Last month, KPop Demon Hunters, an animated Korean film, became Netflix’s first No. 1 box office title.

“It was the super fans who watched the movie and repeat watched the movie that drove the recommendation engine that got it in front of more super fans who also fell in love with the movie,” Netflix co-CEO Ted Sarandos said during the company’s earnings call last week.

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人工智能 AI 内容分发 流媒体 算法 Netflix 内容可及性 国际内容 Artificial Intelligence AI Content Distribution Streaming Algorithms Netflix Content Accessibility International Content
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