Process · Notes from the studio
People ask which tool I use. The tool is the least interesting part. What matters is the order in which I think, and what I know about how a mind receives a story. This is that order, as a map.
I start from who is already watching and what they already love, then give them something they recognise in the first second.
A familiar world with one surprise is a hook. With five surprises it is noise. The odd one out is the one that stays in memory.
Before any shot, one question: why would someone send this to a friend? The film is built backwards from that sentence.
The first three are the ones everyone has. I write them down only to be rid of them. The fourth usually has a point of view.
Code gives repeatability: change one number, render again, and the whole film moves. AI answers a clear direction and averages a vague wish.
Every cut at full size, sound off and then on. I look for the reasons it fails, not the reasons I love it.
For documentary the method reverses: no tricks, just time. People believe a story that was lived, and remember how it ended.
I named the studio PictureCredit in 2017 on purpose, because it is a common phrase. A common name sits easily in people's minds: they have read it under photographs for years, so they already half know it before they meet us. Familiar things feel trustworthy, and a name that feels familiar needs less explaining.
It also says what we want: the name under every frame. The price is that a common name is harder to own in search, so we keep it as one word, PictureCredit, the same everywhere, and let the work be what people remember.
I almost never start from "what do I want to say". I start from who is already watching. A cricket moment, a mythology story, a wedding, a TV format everyone knows. Repeated contact makes things likeable (the mere-exposure effect, Zajonc, 1968), and the easier something is to process, the more we trust it (processing fluency, Reber and Schwarz).
Then I change exactly one thing. The isolation effect (von Restorff, 1933) says the item that differs from its surroundings is the one remembered, and George Loewenstein's information-gap theory (1994) says curiosity is the discomfort of a gap between what you know and what you want to know. India's Got Investment keeps the stage and changes the contestants. That is the whole trick.
Jonah Berger's work on contagious content calls it social currency: people pass on what makes them look good, funny or informed. So I ask what the share says about the sender. "Because it is beautiful" is not an answer. "Because he will laugh" is.
The first three ideas are dangerous for a reason: the Einstellung effect (Luchins, 1942) is the mind locking onto the first workable solution and failing to see a better one, and anchoring makes the first number or image on the table pull everything toward it. Band Baza Barat began as a wedding-planning pitch and became a lost tribe on a dark mountain, because the real feeling of planning a wedding is survival.
Much of my motion work is built in code. The Ink Series runs at deliberately low frame rates, between 2 and 12 fps, so it feels hand-drawn, and the pages are rendered from HTML to MP4 on a beat grid so every cut lands on the music. Fast, repeatable iteration is what keeps work in flow (Csikszentmihalyi): clear goals, instant feedback, a challenge matched to skill.
Math is the language the universe is written in. AI speaks it. The only limit is whether you know what to ask.
That is a working method. AI models are mathematics. A clear direction gets an answer, a vague wish gets an average. Most of my effort goes into the direction: the references, the constraints, the one thing that must not change. That is slow, deliberate System 2 work in Kahneman's terms, so the finished film can hit a viewer's fast System 1 in a second.
Generated footage lies in small ways: a hand with the wrong number of fingers, a sign that says nothing, a face that drifts. The enemy of checking is confirmation bias (Wason, 1960), the habit of looking for evidence that you were right. So I watch as a witness, not a fan. In the Vedantic tradition this is sakshi bhava, the witness consciousness that watches without taking sides. Krishnamurti, whose idea of freedom from the known runs through Statement of Fear, put it as "the observer is the observed".
For documentary such as the Kargil film, the method is the opposite: time, quiet, trust. Narrative transportation (Green and Brock, 2000) shows that people absorbed in a story argue with it less, and the peak-end rule (Kahneman and Fredrickson, 1993) shows that they judge an experience by its high point and its ending. So the finish is never an afterthought.
Each is a real finding or tradition, credited to who named it, and each is a tool I use at a specific moment.
Easy to process feels true and trustworthy.
Use: the name, the first second of every film.
Familiarity breeds liking.
Use: borrow a world the audience already knows.
The odd one out is remembered.
Use: change exactly one thing.
Curiosity is the felt gap between known and wanted.
Use: hooks that open a question.
People share what makes them look good.
Use: design the share first.
The first solution blocks a better one.
Use: discard the first three ideas.
Fast intuition and slow deliberation.
Use: think slowly so it lands fast.
Absorbed audiences resist less.
Use: story before pitch, always.
We judge by the high point and the ending.
Use: design the last ten seconds first.
We look for proof we were right.
Use: review looking for what fails.
Thinking about your own thinking.
Use: this page, and every review of my own work.
Vague statements feel personal.
Use: the trap any horoscope tool must design against.
I built Antaratma, a Vedic astrology app. The word is Sanskrit: antar, inner, and atma, self. I treat astrology as a psychology of the cosmos: a way of looking inward at a large scale, a tool for introspection more than prediction. That habit of looking inward is the same one I use on my own work.
Two ideas keep me honest. The Johari window (Luft and Ingham, 1955) divides the self into four panes, and the useful ones for a director are the blind spot and the hidden area. Carl Jung's shadow is the part of ourselves we do not look at, which is exactly where films about fear come from.
Draft by PictureCredit. This page is written from my working notes. Terms are credited to the researchers or traditions that named them, and the way I use each one is my own reading.