Taste: The Part You Cannot Prompt For

At the end of the last essay I said there was a layer above judgement and that the word I kept coming back to was taste. I want to try and earn that word now.

Start with the council.

I mentioned it last time. In the fiction generator I am building for Marathi literary writing, several agents argue with each other. One generates. One critiques. One checks for cliche. One evaluates emotional honesty.

Look at that last one again.

I built an agent whose job is to judge whether writing is emotionally honest. I sat down and wrote instructions describing what emotional honesty looks like in prose. That is as close as I have come to writing my taste down as a specification.

It works. Sort of.

A few weeks ago the council passed a chapter. All of them. The critic had nothing serious to say. The cliche checker was satisfied. The emotional honesty agent approved it. Continuity held, the prose was clean, the chapter ended on the beat my outline asked for.

And the chapter was dead.

I read it twice looking for the mistake. There was no mistake. Every sentence was fine. The character did everything the story needed her to do and I did not believe her for a second. The emotional moment arrived exactly on schedule and landed like a delivery, not a moment.

Nothing was wrong with it. And everything was.

That is the gap I want to talk about.

Judgement, as I wrote last time, tells you what to cut. It is a filtering function. It removes what does not belong. And a filter can be described. That is why I could build the council in the first place. I could tell an agent what a cliche looks like, roughly, and it could catch most of them.

Taste is not a filter. Taste is what remains when the filters have all passed and you still know.

I think this is why it resists automation. Not because it is mystical, but because it is negative knowledge. I can tell you what is wrong with the dead chapter only after reading it, and only in the specific. I cannot give you the rule in advance. And an agent needs the rule in advance.

Every rule I wrote down for the emotional honesty agent was true. None of them added up to the thing.

Here is what unsettles me about that. I have spent thirty years reading. Somewhere in all those chapters that worked and chapters that did not, something got compressed into a reaction that fires before analysis. I knew the chapter was dead before I could say why. The knowing came first, and the reasons came later, slowly, and incomplete.

That compression is real. It is doing enormous work. And I cannot open it up and read out its contents.

The machine has read more fiction than I ever will. It has felt none of it. It can average the world’s chapters with genuine skill, which is exactly the problem, because the average of every chapter ever written is a chapter nobody needs.

There is a version of this that is specific to what I am building, and it makes the point harder.

Marathi literary fiction has a particular relationship with restraint. There are things that get said obliquely, silences that carry meaning, an emotional register that does not map cleanly onto the English literature the model has mostly eaten. When the model gets it wrong, it does not get it wrong loudly. It produces something that reads like a translation of a Marathi story rather than a Marathi story. Technically correct. Culturally hollow.

I cannot write that difference into a prompt. I have tried. I get closer, and closer is not there.

Taste is local. It is trained on your specific history of being moved by specific things. Mine has Marathi in it, and the particular way my grandmother told stories, and everything I have read since. Yours has something else. This is why taste does not transfer, and why the frameworks people write about it are always slightly disappointing. The framework is the residue of somebody else’s taste, which is not the same as having your own.

Now the uncomfortable part.

These tools erode taste by default. If you take the first suggestion every time, your output drifts toward a mean you did not choose. I have felt this. There have been weeks where I let drafts through because they were good enough, and slowly everything I made started sounding like everything else. The model was not getting worse. My filter was getting lazy.

The only arrangement that works is a division of labour I have to keep re-committing to. The machine generates. I decide. The moment I stop deciding properly, I am publishing the model’s taste, which is to say nobody’s.

And taste is asymmetric. It takes years to build and weeks to dull. It is a muscle, and the default settings of every tool I use are a very comfortable couch.

It is also visible, which is the part people underestimate. Anyone with taste can tell within a minute whether you have it. It shows in the first screen of a product, the first paragraph of a document, the features that are missing. For a long time volume could hide its absence. You could look prolific and let quantity stand in for quality.

Volume is free now. Nothing hides. Every output you put out is a sample of your filter, because the generation was the easy part.

So where does that leave the council?

I am still building it. It is genuinely useful. It catches things I miss at midnight, it argues better than most humans, it has no ego about being wrong. But I have stopped expecting it to produce a living chapter on its own, and I have stopped being disappointed about that.

What it actually does is show me my own edges. Every time I have to explain to the critic agent why something is not working, I learn a little more about what I believe. The system is not replacing my taste. It is interrogating it.

That is three essays now. Ideas no longer need permission. Judgement decides which ones to carry. Taste decides which version of them deserves to exist.

AI compressed the first, exposed the second, and has not yet touched the third. I am not going to claim it never will. I have made enough predictions about these systems to know better.

But right now, tonight, there is a chapter on my screen that passed every test I know how to write, and it is dead, and I am the only one in the room who can tell.

That part is still mine.