内容来源：https://www.geekwire.com/2026/how-ai-is-changing-the-business-and-art-of-video-from-chaos-machine-to-creative-catalyst/

内容总结：

去年11月一个雨天的下午，在西雅图中心一间昏暗的影棚里，一支摄制组正围着一个微缩场景忙碌着，他们操控着代表软件开发者、主角幽灵和“AI糟粕”怪兽的动作玩偶进行定格动画拍摄——这是为亚马逊云科技旗下AI编程工具Kiro制作的宣传视频。

制作该视频的团队来自西雅图两家创意工作室：服务于亚马逊、微软等科技企业的视频机构Shep，以及专注微缩场景、手工布景与复古创意项目的Packrat。团队在拍摄中创新性地运用AI技术填补关键帧之间的画面，这种融合手工制作与AI辅助动画的模式，标志着创意生产方式正在发生深刻变革。

在近期播出的GeekWire播客中，两家工作室的负责人分享了AI对创意行业的重塑与挑战：

• 成本未必降低：AI视频工具产出可用素材仍是“概率游戏”，需大量生成才能获得理想效果，人力调试成本使总体开支未必低于传统制作。
• 审美判断更显珍贵：当AI承担更多技术性工作后，人类的创意视角与审美判断成为核心竞争力。“缺乏主观审美的介入，作品就会沦为随机生成的流水线产品。”
• 品牌一致性成挑战：AI易产生同质化内容，但品牌项目要求风格统一。Kiro项目通过手工场景设定结合AI补帧，在保持角色一致性的同时实现了创意可控。
• 技术迭代速度超预期：AI视频工具更新极快，工作流程迅速过时，团队需持续评估工具适配性，“这简直是一场混沌”。
• 无限选择带来创作焦虑：生成式AI提供无穷可能性，导致创作者难以获得满足感，“使用AI创作一天后，你可能因始终无法对作品满意而感到身心俱疲”。

尽管面临挑战，创意工作者正逐渐超越对AI的焦虑，转而探索其赋能创新的潜力。团队期待AI能降低制作成本，从而释放更多独特的人类创意。未来，行业重心将向创意构思倾斜——当AI处理重复性劳动后，人类得以更专注于发挥直觉与审美优势，让真正有价值的创意引领未来。

（音频编辑制作：Curt Milton）

中文翻译：

去年十一月一个阴雨的午后，我走进西雅图中心一间昏暗的摄影棚，看见摄制组正围在微缩场景旁，操纵着代表软件开发者的玩偶、作为英雄主角的幽灵，以及象征人工智能垃圾的怪兽。

这有点意思——我当时暗自思忖。

这是为亚马逊云科技旗下AI编程工具Kiro拍摄的定格动画。当我得知团队正运用AI以突破传统的方式制作视频——若仅用传统技术耗时将成倍增加——便决定与他们深入聊聊。

本期《极客线》播客邀请到西雅图两家工作室的负责人：视频机构Shep总裁布莱斯·巴德克与创意工作室Packrat执行创意总监泽克·厄尔。前者长期为亚马逊、微软等科技企业制作视频，后者专精微缩场景、手工布景与复古创意项目。

以下是Packrat利用AI补帧技术为Kiro制作的视频片段（摄制期间我曾现场观摩）：

你或许看过Packrat荣获克里奥金奖的史诗级作品——2025年西雅图海鹰队赛程发布视频。他们2018年在西南偏南电影节首映的独立科幻片《勘探者》亦由佩德罗·帕斯卡与索菲·撒切尔主演。

布莱斯与泽克探讨了AI如何重塑创作：哪些方法行之有效，哪些遭遇瓶颈，他们又如何平衡创意与商业的变革。

以下为对话精要，完整内容欢迎在苹果播客、Spotify等平台订阅《极客线》。

▍AI未必降低成本

从AI视频工具获取可用素材仍是概率游戏。"最终成片里每一秒可用镜头，背后可能需生成上千个版本，"泽克如此描述AI迭代过程。驾驭这些工具所需的时间与专业经验，意味着其成本优势未必优于传统制作。

▍审美与直觉愈发关键

当AI承担更多分析性与任务型工作时，人类价值正转向创意、视角与判断力。"终究需要有人注入观点、品味与视角，"布莱斯强调，"若抽离这些，创作就沦为随机摇奖的赌博游戏。"

▍品牌标准挑战AI特性

与网络上泛滥的随机AI生成内容不同，品牌创作要求高度一致性。Kiro拥有独特角色设定，泽克不能让AI生成每帧都气质迥异的近似物。

Kiro项目的突破性在于将手工制作与AI动画结合，使创作者重掌主导权而非受限于技术。"这是首次让我感到能驾驭AI。"泽克坦言。

▍AI天生趋向平庸

"生成式AI总将你拽向安全区，"泽克解释道，"它不断诱导你走向衍生化创作。"手工作品的独特性源于人类决策的累积，这正是AI无法复制的精髓。

▍技术迭代速度成最大挑战

AI视频领域发展迅猛，工作流程几乎即刻过时，通用工具的性能更新令人应接不暇。"这简直是混沌状态，"布莱斯感叹。每个新项目都需要根据技术演进重新评估工具选择。

▍无限工具带来心理折磨

生成式AI提供无尽可能性，也意味着创作永远无法臻于圆满。"创作者面对无限工具时，总会觉得存在更优方案，"泽克说，"整天使用AI工作后，你常会身心俱疲——因为作品永远达不到让你彻底满意的境界。"

▍每个创作者都在经历AI哀伤周期

泽克表示自己已跨越对技术变革的恐惧与伤感："我正全力聚焦AI如何实现以往不可能的视觉呈现。"他期待生产成本降低能激发更多奇特而有趣的人类创意，而非相反。

▍未来属于创意而非杂务

布莱斯预见人类将更专注于创意生成而非单纯产出。他认为若AI能处理更多分析性与任务型工作，人类便能腾出空间聚焦创意，充分发挥直觉与审美这些不可替代的优势。

欢迎在苹果播客、Spotify等平台订阅《极客线》。本期音频剪辑由科特·米尔顿完成。

英文来源：

On a rainy afternoon last November at Seattle Center, I walked into a darkened studio and found a film crew huddled around a miniature set, manipulating action figures representing software developers, a hero-protagonist ghost, and a monster representing AI slop.
Now this is different, I remember thinking to myself.
It was a stop-motion animation shoot for Kiro, an AI-powered software development tool from Amazon Web Services. When I learned that this crew was using AI to create the video in ways that wouldn’t have been possible in the past — or would have taken far more time using traditional techniques alone — I knew I had to sit down and talk with them.
This week on the GeekWire Podcast, I’m joined by Brice Budke (president) and Zeek Earl (executive creative director), who run two Seattle studios: Shep, a video agency that works with tech companies like Amazon and Microsoft, and Packrat, a creative studio that specializes in miniature worlds, handmade sets, and retro creative projects.
Here’s one of the videos that Packrat made from the AWS Kiro shoot, using AI to help fill in the gaps between start and end frames that they were capturing when I visited:
You might also know Packrat’s work from the epic and widely watched 2025 Seahawks schedule release video, which won a Gold Clio. They also made “Prospect,” an indie sci-fi film that premiered at SXSW in 2018, starring Pedro Pascal and Sophie Thatcher.
Brice and Zeek discuss how AI is transforming their work, including what’s working, what’s not, and how they’re navigating the changes on both the creative and business sides of their studios.
Listen below, and keep reading for key takeaways. Subscribe to GeekWire in Apple Podcasts, Spotify, or wherever you listen.
AI doesn’t necessarily save money. Getting usable output from AI video tools is still a numbers game. “To get one usable shot in a final piece, you might need 1,000 generations,” Zeek says, referring to the process of prompting the model to create a new variation. The time and expertise required to wrangle those tools means there’s not always a clear cost savings over traditional production.
Taste and intuition matter more than ever. As AI handles more of the analytical and task-oriented work, the human value shifts to ideas, perspective, and judgment. “Ultimately somebody has to have a point of view and taste and a perspective to put in,” Brice says. “If you take that out, you’re just up for the slot machine, random chance generator.”
Brand standards create unique challenges for AI. Unlike the random AI-generated content flooding the web, brand work demands consistency. Kiro has a distinct character, and Zeek couldn’t have AI generate approximations that felt different in every frame.
The Kiro project was a breakthrough in part because it combined handmade production design with AI-assisted animation, giving him creative control rather than forcing him to work around the limitations. “Doing the Kiro project was the first time I felt in control of AI,” he said.
AI defaults to the generic. Generative AI “is always pulling you towards the middle,” Zeek explains. “It is always pulling you towards things that are derivative.” The distinctiveness of handmade work comes from the accumulation of human decisions, something AI can’t replicate.
The sheer pace of change is a huge challenge. The AI video landscape is moving so fast that workflows become outdated almost immediately, and it’s hard to keep up with the capabilities of generally available tools. “It’s chaos,” Brice says. Every time a new project comes up, they have to reassess which tools might be right for the job, given the evolution.
Working with infinite tools is psychologically brutal. Generative AI offers endless possibilities, which means you can never be fully satisfied. “As a creative person, when you’re working with an infinite tool, there’s always the possibility that something better could come,” Zeek says. “At the end of a day of doing AI, you can just feel physically terrible because you will have never actually reached a level of satisfaction with your work.”
Every creative is going through the stages of grief with AI. Zeek says he’s moved past feeling threatened or sad about the changes. “I’m really trying to focus on what it can do to bring out visions that were previously impossible,” he says. His hope and dream: that lower production costs will enable more weird, interesting human creativity, not less.
The future belongs to ideas, not busy work. Brice sees a shift in human focus toward generating ideas, rather than simply producing output. If AI can handle more of the analytical and task-oriented work, he says, it frees up space to focus on ideas, taking advantage of your own intuition and taste, areas where humans still have the edge.
Subscribe to GeekWire in Apple Podcasts, Spotify, or wherever you listen.
Audio editing and production by Curt Milton.