Reading Time: 4 minutesAI B-roll and inserts are short shots generated with artificial intelligence to support an existing edit. They work best when they fill gaps that are hard to shoot, like missing cutaways, inserts, or atmospheric details. These clips aren’t meant to replace full scenes. They solve practical problems when time, cost, or location makes filming difficult.… Continue reading AI B-Roll and Inserts: A Practical Filmmaking Workflow
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Character Consistency in AI Video Workflows
Reading Time: 6 minutesOne of the first problems you run into with AI video is character drift. A character might look right in one shot, then show up with a different face shape, costume detail, or hairstyle in the next. These visual changes break continuity, which can ruin the flow of a scene. For narrative work, this becomes… Continue reading Character Consistency in AI Video Workflows
Text-to-Video, Image-to-Video, and Video-to-Video
Reading Time: 4 minutesGenerative AI video tools can create clips from text, images, or footage. Even though these tools are often shown together, they work in different ways. The input you choose affects control, quality, and how long it takes to get results that match your plan. This guide breaks the systems into three types: text-to-video, image-to-video, and… Continue reading Text-to-Video, Image-to-Video, and Video-to-Video
How Generative Models Work: Prompts, Latents, Tokens
Reading Time: 6 minutesGenerative AI models are now part of many film-related workflows. They can help with writing, visual planning, and even post-production, but they behave differently from traditional software. To use them well, you need to understand how they actually work. That means knowing how they generate outputs, how they respond to your input, and why some… Continue reading How Generative Models Work: Prompts, Latents, Tokens
Machine Learning, Deep Learning, and Generative AI
Reading Time: 5 minutesMachine learning, deep learning, and generative AI are often confused, but they serve different purposes in film and video workflows. Tools that sort, analyze, or create content behave differently, and knowing those differences helps you test results and avoid mistakes. You’ll see these differences in tasks like transcription, search, cleanup, and synthetic media. This guide… Continue reading Machine Learning, Deep Learning, and Generative AI