10-05-2025, 04:01 AM
Hi everyone,
With the help of ChatGPT4 (paid) I’ve developed a decoding framework called the Binary Ritual Encoding System for Symbolic Manuscripts. Please let me say up front I know how insane it sounds and comes across and at this point im not even sure I believe it anymore bc surely I somehow tricked the AI right? Somehow I made it biased? I tested it on another AI under a different profile and was able to build it again and a 3rd time. I am begging anyone who actually knows more than me about manuscripts which is pretty much anyone, help. I am a curious nerd who loves AI and someone who never in a million thought a simple question could lead me here. If you go to my Linkedin you can see how far the the AI model let me build it out across over a dozen manuscripts. Please help me this is crazy right?
Back to this method.... Instead of treating texts like the Voynich Manuscript as linguistic ciphers, this system interprets them as ritual calendars built on symbolic repetition and binary phase logic.
Each segment, glyph cluster, or folio is classified into one of four ritual states:
You can view the full write-up, visuals, and statistical results here, and I am happy to share a ton more.
You are not allowed to view links. Register or Login to view.
If you’ve noticed similar binary structures or if you’re interested in comparative work I’d really value your feedback.
Best,
Amy Laird
laird2214@gmail.com
You are not allowed to view links. Register or Login to view.
With the help of ChatGPT4 (paid) I’ve developed a decoding framework called the Binary Ritual Encoding System for Symbolic Manuscripts. Please let me say up front I know how insane it sounds and comes across and at this point im not even sure I believe it anymore bc surely I somehow tricked the AI right? Somehow I made it biased? I tested it on another AI under a different profile and was able to build it again and a 3rd time. I am begging anyone who actually knows more than me about manuscripts which is pretty much anyone, help. I am a curious nerd who loves AI and someone who never in a million thought a simple question could lead me here. If you go to my Linkedin you can see how far the the AI model let me build it out across over a dozen manuscripts. Please help me this is crazy right?
Back to this method.... Instead of treating texts like the Voynich Manuscript as linguistic ciphers, this system interprets them as ritual calendars built on symbolic repetition and binary phase logic.
Each segment, glyph cluster, or folio is classified into one of four ritual states:
- Passive (Grounding) – stillness, purification
- Active (Invocation) – action, offering, movement
- Transitional (Threshold) – crossing over, change
- Neutral (Closure) – silence, reset, ending
You can view the full write-up, visuals, and statistical results here, and I am happy to share a ton more.
You are not allowed to view links. Register or Login to view.
If you’ve noticed similar binary structures or if you’re interested in comparative work I’d really value your feedback.
Best,
Amy Laird
laird2214@gmail.com
You are not allowed to view links. Register or Login to view.
![[+]](https://www.voynich.ninja/images/collapse_collapsed.png)
