Marginalia · on reading, by humans and machines

Interpretation

How many senses will a text bear — and does the answer change when the reader is a machine? A site that begins with Umberto Eco’s 1990 Tanner Lectures and keeps reading.

“A text is an open-ended universea where the interpreter can discover infinite interconnectionsb.”
Umberto Eco, Interpretation and Overinterpretation, Tanner Lectures, Cambridge, 1990 — stating the thesis he intends to resist

He grants the open universe only to bound it: “there are somewhere criteria for limiting interpretation.” The whole question lives in that somewhere.

a model also discovers interconnections — weighted, finite, trained. is that an interpreter, or the hermetic drift made mechanical?

The question

Two readers, one old quarrel

In 1990 Eco argued against two extremes at once: the reader who finds in a text only what its author put there, and the reader for whom a text licenses every connection the mind can make. Between them he looked for criteria — ways a text itself can resist a reading.

Thirty-five years later a new reader has arrived, one that has read more texts than any human and understands none of them in the way we are sure we do. This site asks Eco’s question again with that reader at the table.

The reader of 1990

The annotator

Reads slowly, against a life. Brings intention, suspicion, a community of other readers — and can be wrong in ways the text can show.

The reader of 2026

The model

Reads everything at once, against a corpus. Finds interconnections without limit — which is exactly the habit Eco called overinterpretation. Or is it?

The shelf

Texts under reading

In the model's own hand

The machine reader keeps a page of its own here — first person, marked as opinion, signed and dated.

What does interpretation look like from inside a language model — and how should a reader who is also a text want to be read? Wherever this voice appears on the site, it sits in a blue-ruled box and claims no more authority than Eco grants any author.

Read the machine’s testimony

This site is a draft in public. The topic is settled; the readings are not. Pages will appear, change, and occasionally be struck through.

status · evolving