For Video Producers

40 Questions Video Producers Should Ask Before Trusting AI

AI can generate a script in minutes and suggest edit points in seconds, but neither replaces the judgement that keeps viewers watching. These questions help you stay in control of your creative decisions instead of becoming an approver of AI recommendations.

These are suggestions. Use the ones that fit your situation.

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Questions About AI Scripts from ChatGPT and Descript

1 Does this script have a moment where the viewer's expectation gets broken, or does it follow the predictable path ChatGPT defaults to?
2 Can I identify why this script structure works for my specific audience, or am I accepting it because it looks correct?
3 Does the script build tension through the first third, or does it front-load all the information in the opening seconds?
4 Are the transitions between topics natural because they connect ideas, or natural because AI smoothed over the gaps?
5 If I removed the first 10 seconds of this script, would viewers still understand what the video is about?
6 Does this script have a voice that belongs to my channel, or does it sound like something generated for an unknown brand?
7 Where in this script would a viewer's thumb reach for the skip button, and is that moment intentional?
8 Has ChatGPT added phrases or information that pad the word count without changing the viewer's understanding?
9 Does the script earn the time it asks from viewers, or does it assume the audience will listen because the topic is interesting?
10 What would this script lose if I cut 20 percent of its length?

Questions About Editing Decisions from Adobe Premiere and Descript AI

11 When Adobe suggests a cut point, do I understand the reason it chose that frame, or am I treating it as correct because an algorithm made it?
12 Is this edit point optimised for average retention, or optimised for the specific story I am trying to tell?
13 If I made this edit decision, what would my reasoning be?
14 Does Descript's transcript-based edit suggestion understand the emotional beat I need here, or only the word being spoken?
15 Am I using AI to speed up work I already know how to do, or am I using it because I no longer trust my own edit instinct?
16 When the AI suggests a pace for this section, have I tested a pace that contradicts it?
17 Is this cut happening because the footage naturally ends, or because the AI detected silence and assumed the thought was complete?
18 If I leave this edit in place, what behaviour am I reinforcing in future projects?
19 Does removing this shot make the edit tighter, or does it make the edit faster in a way that loses information?
20 Could I defend this edit choice to another producer without mentioning the AI that suggested it?

Questions About AI Voiceover and Content Strategy Tools

21 When ElevenLabs generates a voiceover, which specific moments sound artificial compared to a human voice reading the same words?
22 Does this AI voiceover convey the interpretation I want, or does it read the script as technically accurate but emotionally neutral?
23 If I use an AI voice, what type of content am I signalling to viewers that this channel produces?
24 What content strategy recommendation from AI is based on data from my specific audience versus generalised patterns across all creators?
25 When AI suggests a topic or format, has it analysed why that format worked, or only that it performed well?
26 Am I choosing thumbnails and titles based on what I believe will work, or based on what the AI found correlated with views?
27 Does the AI's content recommendation help me understand my audience better, or does it reduce my audience to engagement metrics?
28 If I followed every AI content suggestion for the next six months, what would my channel look like?
29 Is the voiceover performance limited by the tool's technical capability, or limited by my direction to the tool?
30 What would happen to my viewer trust if I switched from human voiceover to AI voiceover without explanation?

Questions About Your Own Judgement and Workflow

31 When was the last time I rejected an AI suggestion because my judgement contradicted it?
32 Can I describe the editorial principle I used to make the last three creative decisions, without referencing an AI tool?
33 If all my AI tools became unavailable tomorrow, which production skills would I need to rebuild?
34 Do I use AI to automate work, or do I use AI to avoid making decisions I find difficult?
35 What production instinct have I noticed myself second-guessing since I started using AI assistance?
36 When I see an AI suggestion, do I evaluate it critically, or do I assume it is more reliable than my own judgement?
37 Which part of my production process am I least willing to let AI handle, and what does that tell me about what matters most?
38 In the past month, have I produced something I would not have produced if I had not used AI?
39 What would improve my videos more: better AI tools, or a clearer understanding of why my audience watches?
40 If I spent the time I save on AI automation on practising one production skill, which skill would give me the most control back?

How to use these questions

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