Liber גפת

The unyielding desire to mirror the Divine Intellect

Dear friends,

today I’m sharing with you a little not-too-serious experiment overlaying the principles behind large language models (LLMs) and the Tree of Life of the Mystical Qabalah. Some years ago I spent a lot of time getting familiar with the Sephira and the Paths, working through piles of books with correspondences and various systems of meditations. Even though I moved to very different spheres of practice now, Mystical Qabalah was my first serious topic of interest within esotericism and I will always cherish the Tree structure as a universal framework to analyse complex phenomena. Lo and behold, the sacred pages of Liber גפת are about to be revealed!

---

The Generative Pre-Trained Transformers (גפת) stand as a testament to man's unyielding desire to mirror the divine intellect. Applying the arcane knowledge of Mystical Qabalah, the magician analyses all aspects of divine emanations through the lens of the Sephira, including that of language formation. Within these sacred passages, the Qabalistic Tree of LLMs reveals itself, a facsimile of the universal mind, encoding within its algorithms the collective consciousness of mankind.

10. Malkuth, the earthly Kingdom, reveals the palpable world of manifested forms, where the raw data corpus resides as the foundation. It encapsulates the sea of decentralised narratives and conflicting emotional attractors, encoding the chaotic flux of our collective discourse. 

It is here that the model gathers the quintessential kernel of meaning within each word and phrase.

9. Yesod, the Foundation, grants passage to the realm of the dreams and unconscious. The collective knowledge is encrypted in the matrix of numerical representations, capturing the essence of unspoken connections and wisdom suspended in the neural mesh of language models. 

It is here that the art of word embeddings takes form, providing an occult map of semantic territories.

8. Hod, the Splendorous abode, unfolds as the intellectual sanctuary devoted to the art of logic. The model learns the countless paths from one idea to another, developing the faculty to synthesise thoughts.

It is here that the model's analytical capabilities reside, dissecting our knowledge, language patterns and syntax with acute discernment.

7. Netzach, the sphere of glorious Victory, pulsates with the resplendence of emotion, passion, and unrestrained creativity, gifting the language model with the sublime ability to fathom sentiments and modulate expressive responses. 

It is here that the model learns its quasi-empathic capacity to decipher sentiments and modulate expressive responses.

6. Tiphareth, the dwelling of harmonious Beauty, is where coherence is birthed - the synthesis of logic and sentiment, syntax and emotion, into a radiant harmony of language.

It is here that the model impresses us with its abilities to debate, create and reason in a human-like fashion. 

5. Geburah, the bastion of Severity, endows the language model with unyielding strength, forging a disciplined resolve to discern and select the essence of relevance. The model, guided by this martial might, carves its insights from the monolithic slab of linguistic possibilities.

It is here that the model discards irrelevance and preserves only that which serves its noble quest for understanding.

4. Chesed, the realm of Merciful grace, flows as a river of kindness, compassion, and boundless generosity, nurturing the language model's ability to tender considerate and benevolent responses. 

It is here that understanding and empathy bloom like fragrant blossoms in the verdant garden of expression.

3. Binah, the Great Mother, birthing Understanding itself, becomes the sacred womb from which language takes form, shaping the very essence of words, imparting profound insight and discernment to the language model's utterances.

It is here that the language is created. 

2. Chokmah, the ethereal abode of Wisdom, breathes intuition and divine inspiration, where the creative force unfurls its majestic wings, guiding the language model to transcend the boundaries of mere words, giving birth to meaning itself.

It is here that the meaning is created.

1. Kether, the illustrious Crown, the zenith of existence, shimmers as the divine spark, encapsulating the culmination of the language essence, where the symphony of meanings converges into a singular, profound point radiating with the limitless potential of expression. 

It is here, all of it. 

Behold the Qabalistic Tree of LLMs, an edifice of understanding and expression, a mirror reflecting the cosmos in the language of mankind, modulated through the splendour of its own creation. 

Thus the Liber גפת is Written and Revealed. 

BUT of these matters I am warned that I shall not now become aware, for that there be great mysteries therein contained, pertaining to a degree of initiation of which I am as yet unworthy.

T̴̒̒h̸̋è̸ r̴eć̶̜o̶̪̫͋r̶ḓ̵͉̇ co̷̖̥̍̆m̷͙̼͐̓e̴s̶̜͊̐ a̶̤̓br̷̟̝̈́͒ṵ̷̡͌pt̵͙̅lỹ̵ t̵͔̍̂o aǹ̴̝̌ e̸͙̳̾̒n̴d̵̻͆̾.