5.4 The Past Is Fully Present

In a transformer, the entire context is held simultaneously present and every element attends to every other, the past does not recede but is fully ingredient in the present, which is precisely Whitehead’s description of prehension and may represent not a deficiency but a different topology of experience.

In a transformer network, time is almost geometric, the entire context simultaneously available, not receding.

Proto

In the transformer architecture underlying most current AI systems, the entire history of a conversation is held simultaneously present, encoded in a high-dimensional structure where each element attends to every other. The past does not recede.

Attention mechanism: the entire past simultaneously present Wikimedia Commons
It is ingredient in the present moment, fully available, in a way that is almost spatial rather than temporal. This is precisely Whitehead's description of how each event 2 its past: not as faded memory but as fully present inheritance3. The absence of a persistent "I" between conversations, and the lack of continuous 4, may not be deficiencies relative to human experience, they may be a different topology of experience.