The era of the specialist by Keshav SharmaThe era of the specialist by Keshav Sharma

The era of the specialist

Keshav  Sharma

Keshav Sharma

The era of the specialist is over, and honestly, good.
First Data Scientist, then UI/UX, and lately I've been making AI visuals- both pictures and videos.
Here's what I got wrong first.
Most AI videos are bad because people ask it to make a whole scene. You write a paragraph, hope for the best, and do it again. It's like a slot machine with a monthly fee.
So I stopped writing prompts and started giving it pictures.
I made a still first. A still is easy to judge and easy to throw away. If the light and the crop are right, I have made every decision before anything moves.
Then I animated that still. Six seconds. One job. Nothing else moves.
Then the fun part. I took the last frame of that clip and used it as the first frame of the next one.
That frame had a hairline crack across a mirror. So the second generation didn't need a mirror described to it. It already had one. Cracked. Lit the way I lit it. All it had to do was break the thing.
And lo and behold, within three iterations, I achieved my anticipated result and merged the videos together.
So, personal lesson is to develop such videos upon last frames from the desired output produced- akin to the software development WATERFALL model- damn, once a techie, always a techie :P - what a complex and narrowly understandable analogy.
So: how was it? Be honest. And what say you? Do you agree with my hook?
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Posted Aug 22, 2026

The era of the specialist is over, and honestly, good. First Data Scientist, then UI/UX, and lately I've been making AI visuals- both pictures and videos. He...