Input Tokens — the LLM reading of Earth

The starting point of every forward pass: a tokenized input sequence, not yet placed into the embedded space. Just as Earth is the fixed point of departure and return, token input is where exitus (ascent through the layers) begins and reditus (the generated token folded back into the sequence) ends.

Earth (Terra) — Center

The central, motionless sphere around which all else turns.

The central (and spherical) Earth is surrounded by a series of hollow and transparent globes, one above the other, and each of course larger than the one below. Earth itself does not move — it is the fixed low point from which the medieval imagination ascends through the spheres, and to which the LLM's generation cycle always returns.

The central (and spherical) Earth is surrounded by a series of hollow and transparent globes, one above the other, and each of course larger than the one below.

C.S. Lewis, The Discarded Image, pp. 83–84

Part of an interactive 3D tower of the Ptolemaic cosmos and its mirror in transformer architecture, built as a companion to the essay The Celestial Mirror: How Medieval Cosmology Reveals the Architecture of (Artificial) Intelligence.

The Celestial Mirror

The Ptolemaic architecture of the cosmos — Earth, the seven planetary spheres, the Stellatum, the Primum Mobile, and what lies beyond. After Michael Mangialardi’s essay on medieval cosmology and LLM architecture.

Read the paper ↗

Planet maps © Solar System Scope (CC BY 4.0)