I work as a freelance content creator and videographer and I've been integrating various AI tools into my workflow since late last year, not because I'm an AI enthusiast but because my clients keep asking about them and I figured I should actually understand what these tools can and can't do before I have opinions about them
here's my honest assessment after 6 months of daily use across real client projects:
where AI tools are genuinely useful right now:
style transfer and visual experimentation, this is the clearest win, tools like magic hour and runway let me show clients 5 different visual approaches to their content in 20 minutes instead of spending 3 hours manually grading reference versions, even if the final product is still done traditionally the speed of previsualization has changed how I work
background removal and basic compositing, what used to take careful rotoscoping can now be done in seconds for most use cases, not perfect for complex edges but for 80% of social media content it's more than good enough
audio cleanup, tools like adobe's AI audio enhancement have saved me on multiple projects where the production audio was rough, this one doesn't get enough attention but it's probably the most practically useful AI application in my workflow
where it's still overhyped:
full video generation from text prompts, I've tried sora and veo and kling and honestly the outputs are impressive as tech demos but unusable for real client work 90% of the time, the uncanny valley is real and audiences can tell
AI editing and automatic cuts, every tool that promises to "edit your video automatically" produces output that feels like it was edited by someone who's never watched a movie, the pacing is always wrong
face and body generation for any sustained use, consistency across multiple generations is still a massive problem, anyone telling you they can run a "virtual influencer" without significant manual intervention is leaving out the hours of regeneration and cherry-picking
the honest summary: AI is extremely useful as a productivity tool that speeds up specific parts of my existing workflow, it is not useful as a replacement for creative decision-making and it's nowhere close to replacing human editors, cinematographers, or content strategists
anyone else working professionally with these tools want to share their honest assessment because I think the conversation is too polarized between "AI will replace everything" and "AI is worthless" when the reality is way more nuanced
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