The Process:
- A master list of over 7,000 line entries is maintained, each uniquely numbered.
- The list is shuffled using an external algorithm (ensuring that AI does not influence or “fudge” the results).
- AI is asked to select a random number, without access to the list itself.
- I consult the shuffled list and copy-paste the corresponding entry into the prompt.
- The system generates messages from this structured process.
This method ensures that:
Neither I nor AI controls or predicts the outcome, making it an
unbiased process.
The responses are externally structured, eliminating
the possibility of subconscious priming influencing selection.
Coherent links emerge naturally over multiple iterations, forming
meaningful and structured responses over time.
Then what? You're getting back a randomly selected piece of text from a list you've previously selected. What do you do with it, that you can "validate" or "recognize" afterward?
Do you compare the selection with current events? With the weather? With your mood? With another piece of text previously selected by the same method?
Do you decide in advance which comparison (if that's what you're doing) to make, or any comparison that comes to mind after you see the selection?
My reaction so far is that you appear to be reinventing divination. There are recurring motifs in human thought and experience. Most divination systems work in part because they refer to many of the most generally applicable of those motifs. Geomancy uses sixteen. I Ching uses 64. The Tarot uses 78. Astrology uses 12 (houses) and 7 ("planets"). The seven planets were themselves associated in ancient times with seven gods, which in turn were associated with clusters of related recurring motifs of human experience, emotions, and thought. War/anger/achievement-at-all-costs; love/beauty/fondness/sex; youth/change/travel/adaptation/communication; age/wisdom/sternness/governance; and so forth. The sixteen figures of geomancy have meanings like things coming together, things separating, reversals of fortune, confinement, aggression, passivity, regret, joy, and going with the crowd. What circumstances in human experience can't be related to some or all of those?
The divinatory practice of bibliomancy involves randomly selecting a passage from the Bible, a body of stories and sayings recorded and selected in ancient times based on the meaning and significance people found in them.
You selected your 7000 texts yourself based on your finding meaning or significance in them. Now you are practicing your own version of bibliomancy (literally, the word means divination by library, which is precisely what you're doing) on them. Of course you're finding references and coherences and some kind of meaningfulness in the results. But its your own thought processes creating them.
Let's look at a simplified model of how this works. I'll use the sixteen geomancy figures and a recent current event, the plane crash in Canada. Instead of selecting one figure at random I'll select all of them and show how they all relate to the story. I won't include the typical interpretations of the figures; you can look them up yourself if you doubt that they apply in the ways I describe. If I'd cast any of the figures but one (acquisitio) before the crash, I could get away with making a claim I had "predicted" it.
Via: A dramatic change of fortune during travel
Cauda Draconis: unfortunate turn of events ending in fire, but some good with the bad
Puer: The plane (obvious phallic shape) violently impacts the runway
Fortuna Minor: Outside aid quickly helped to rescue and treat the injured
Puella: The passengers had to passively await their fate during the landing; many buttocks and lower backs were impacted!
Amissio: The plane was destroyed
Carcer: The passengers were desperate to escape the confines of the fuselage after the crash
Laetitia: The survivors count their blessings and appreciation for their survival
Caput Draconis: A long detailed investigation of the cause and repercussions of the crash begins
Conjuntio: Eighty people came together in the plane to experience the crash
Acquisitio: (There was no apparent gain financially or otherwise, but plenty of effects on hips and thighs)
Rubeous: The plane literally overturned
Fortuna Major: Everyone, remarkably, survived this interaction of air and earth
Albus: The careful design of the plane's safety features led to survival
Tristitia: There were many painful injuries suffered
Populus: The public was drawn to the dramatic news story involving the gathered group of passengers
(Any relationship between this list and characters in the Harry Potter novels is purely not coincidental.)