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Artificial Intelligence and Astrology Reports

Artificial Intelligence engines are able to turn 7,000-word astrology reports into 300-word summaries of themes. They do this through something called Thematic Analysis, in which a document is scanned for common and recurrent themes, which are then put into a short summary.

Aspects Arrow is Halloran's new astrology report, based upon ten years' worth of statistical research and writing approximately three thousand separate male and female aspect interpretations collected together in the natal interpretation set In The Beginning, on which the Aspects Arrow report draws in order to focus upon interpreting the closest aspects in a person's natal chart.

There is no guarantee that common themes will recur among the aspects of a person's chart, but artificial intelligence should find such themes if they exist. It can add value to an astrologer's practice to be able to supply condensed AI summaries of what is in a client's natal chart. If the client is seeking clarity regarding their purpose, these AI summaries can help the astrologer to supply what the client is seeking.

A word of caution regarding AI engines, however. If instructed to slant the summaries in a certain way, they will do so without restraint. Also, avoid asking a chatbot for personal or spiritual advice. There are recent articles that describe how people, who originally employed ChatGPT just for help with work, became more involved with it and developed "chatbot-induced psychosis."

Most astrologers have too much backbone to give up their critical thinking powers and fall into the trap of dependency upon an AI engine. I am reminded of talking to software customers in the Bible Belt, who secretly pursued their love of astrology even when they could not discuss it with their religious neighbors. There will always be people who prefer to remain in a state of dependency versus maturing into independent, autonomous, and questioning adults. Astrologers and adults with critical thinking powers will use whatever tool gets the job done.

Here I present the results of an experiment in which I submitted the Halloran-interpreted aspects of three famous people to the ChatGPT artificial intelligence engine together with instructions. There was considerable variation in the output depending on the instructions and, it seemed, random variation in how the AI engine proceeded to work. ChatGPT is just one of many AI engines that can perform Thematic Analysis. I also tested Claude AI and found that the instructions were more important than the particular engine. In the case of all three report subjects, it was important to submit just the aspect interpretations part of the report as the AI engine would draw upon its other information when given a clue as to the person's identity.

The three famous persons were Donald Trump, Albert Einstein, and Charles Manson. The submitted Rich Text Format file from Aspects Arrow each contained a little over 7,000 words. The AI summaries tended to range from 300 to 400 words.

Here are the instructions and resulting AI summaries.


Donald Trump

This document has two sections: Planets in Aspect and Declination Aspects. Assigning more weight to paragraphs near the start of each of those two sections, find recurrent themes.

ChatGPT said:

By focusing on the strongest aspects at the start of each section - "Planets in Aspect" and "Declination Aspects" - and assigning more weight to these initial, prominent entries, here are the recurrent themes that emerge:

1. Planets in Aspect (Top themes from strong aspects at the beginning)

Key recurring themes:

Charisma and Influence: Several aspects (e.g., Ascendant semi-square Chiron, Moon conjunct South Node) highlight the ability to energize a room, influence others, and lead groups.

Public Communication: Strong emphasis on success in public speaking, media presence, and leadership, especially through emotional or vocal connection (Moon-South Node, Jupiter trine Uranus).

Emotional and Spiritual Intensity: Many aspects (e.g., Moon conjunct South Node, Mars conjunct Ascendant) are associated with emotional depth, spiritual experiences, and even risks like depression or substance abuse.

Creativity and Intelligence: High frequencies of individuals in artistic, scientific, and intellectual vocations - physicists, poets, researchers, critics, etc.

Adversity and Drive: Aspects like Mars square Midheaven and Mars conjunct Ascendant suggest a recurring pattern of overcoming trauma or obstacles, leading to discipline and eventual success.

Wealth and Entrepreneurship: Many early aspects associate with entrepreneurial energy, self-starting behavior, and potential for wealth, despite humble or traumatic beginnings.

2. Declination Aspects (Top themes from the first few entries)

Key recurring themes:

Non-conformity and Independence: Sun contraparallel Moon and Moon contraparallel North Node emphasize a pattern of challenging the status quo, individualism, and sometimes controversy.

High Achievement in Adversity: These aspects often relate to leaders, pioneers, entrepreneurs, and even revolutionaries who excel despite societal or psychological tension.

Social Engagement and Reform: Frequent themes of activism, politics, criticism, and media influence - individuals wanting to shape or improve society.

Spiritual or Artistic Vocation: High representation in poetry, music, writing, and spiritual expression, often accompanied by emotional depth or turmoil.

Discipline and Intelligence: Aspects like Venus parallel Uranus and Uranus parallel North Node suggest a combination of intellectual curiosity, technical aptitude, and social conscientiousness.

Synthesis of Both Sections

Across both sections, the most recurrent, early-emphasis themes include:

Leadership through communication and charisma

Creative and intellectual excellence

Emotional and spiritual depth, sometimes tied to personal struggles

Entrepreneurial spirit and wealth potential

Non-conformity, independence, and social reform orientation

These themes point to a personality type that is highly dynamic - intelligent, influential, emotionally intense, and often unconventional - with both creative and transformative potential.


Albert Einstein

This document has two sections: Planets in Aspect and Declination Aspects. Assigning more weight to paragraphs near the start of each of those two sections, and without mentioning the names of any aspects, find recurrent themes.

ChatGPT said:

Weighing more heavily the paragraphs near the beginning of both the Planets in Aspect and Declination Aspects sections, several recurring themes emerge:

1. High Achievement through Discipline and Intelligence

A repeated emphasis on steadfastness, discipline, and intellectual rigor appears in early examples.

Many individuals described show an ability to commit long-term to training or education, excelling in professions requiring structured thinking - such as law, medicine, engineering, and mathematics.

This discipline is frequently paired with honesty and a moral compass, resulting in success in professions like politics, law enforcement, or scientific research.

2. Connection to Public Life and Communication

There's a strong theme of public engagement and communication skills:

Careers such as public speaking, broadcasting, activism, writing, and television/radio work are mentioned frequently.

These roles often reflect a blend of personal expression and a desire to influence or interact with the broader society.

Even in more technical professions, there is an element of public interface or leadership.

3. Spiritual and Ethical Orientation

A sense of spirituality, religiosity, or philosophical depth recurs.

Individuals are described as having spiritual experiences, being drawn to humanitarian causes, or possessing intuitive understanding - not just intellectual capacity.

There's a trend toward a moral or ethical purpose behind ambitions, sometimes manifesting as a drive to 'serve' or uplift others.

4. Creativity and Innovation

Creative outlets are common even among disciplined individuals - e.g., music composition, poetry, design, and invention.

Early paragraphs describe a tendency to think independently or challenge norms, supporting careers in pioneering roles, experimental arts, or technical innovation.

This creativity is not always whimsical - it's usually grounded in systems, logic, or strong foundational knowledge.

5. Strong Family Themes

Family dynamics - especially small or large family origins, family trauma, or long marriages - are frequently tied to the native's character or life path.

These early paragraphs often use family background as a lens through which work ethic, values, or future outcomes are shaped.

Summary of Core Themes:

Intellectual Discipline + Creativity: A consistent duality of rigor and imagination.

Public Engagement: Roles that communicate, lead, or influence.

Spiritual Depth: Inclination toward moral, spiritual, or humanitarian values.

Family Influence: Early life and family background shaping drive and orientation.

These patterns emphasize a multi-dimensional personality - blending rational excellence, emotional insight, and public impact.


Charles Manson

This document has two sections: Planets in Aspect and Declination Aspects. Assigning more weight to paragraphs near the start of each of those two sections, and without mentioning the names of any aspects, find recurrent themes in the man's life.

Recurrent Life Themes

1. High Energy and Restlessness

He is characterized by strong vitality, feistiness, and mental and physical activity. He may need little sleep and is likely drawn to fast-paced or risky situations. This correlates with a tendency to juggle multiple projects, a fast metabolism, and a propensity to act on instinct or impulse.

2. Emotional Complexity and Family Trauma

A significant theme is emotional intensity shaped by early family dynamics, possibly trauma. These experiences appear to leave a lasting imprint, contributing to his empathy, drive to heal or help, and complex emotional inner life. This emotional complexity often fuels creative or intellectual pursuits, but also makes him vulnerable to periods of depression or escapism (e.g., substance use).

3. Communication and Mental Sharpness

He is mentally agile, highly intelligent, and often engages in intellectual or artistic exploration. There's a strong link to writing, criticism, research, and public communication (radio, TV, teaching, commentary). He has a knack for synthesis and explanation, potentially becoming a voice or guide for others, whether through speaking, media, or mentoring.

4. Social Awareness and Activism

The man is described as socially attuned, with potential for activism, diplomacy, or political engagement. He is drawn to helping others, bridging social divides, and fighting injustice. This connects with a desire to improve society, particularly in areas involving health, equity, and education.

5. Creativity and Nonconformity

There is a recurring theme of originality, artistic vision, and nontraditional thinking. He likely challenges the status quo, gravitates toward avant-garde, philosophical, or creative roles, and resists being boxed in by societal expectations. His life may include periods of reinvention and an inner drive to innovate or rebel.

6. Leadership, Influence, and Public Role

He shows traits of a leader or influencer, not necessarily through dominance but through presence, charisma, and originality. Others may look to him for insight, and he could build a career around influencing public opinion, educating, or guiding others spiritually, psychologically, or intellectually.

7. Inner Conflict: Discipline vs. Freedom

He may struggle between the need for structure and long-term commitment and the desire for freedom and novelty. This tension might manifest in frequent career changes, periods of high productivity followed by burnout, or alternating between intense discipline and scattered focus.

These core themes point to a complex, driven, and original personality - one likely to impact others, though perhaps at personal cost. His path involves embracing both his emotional depth and intellectual gifts, while navigating the shadows of trauma and the temptations of escapism.


Two points can be made about these artificial intelligence summaries.

First, it is a credit to astrology that these men's summaries are appropriately different from each other and consistent with each type of man, since the artificial intelligence engine had no information other than astrological aspect interpretations.

Second, the astrologer should be reassured that the AI summaries take their lead from Halloran's interpretations in being basically positive and so are therefore suitable for handing over to the client.


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Last modified on May 24, 2025.

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