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1st UDK.AI Symposium on and with Artificial Avatars

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Outcome

A symposium during which "artificial avatars" (AAs) of Your making will discuss with us humans the question "What is art ?"

Synopsis

DAY 1 :: 6.1. :: Introduction of main concepts (avatarization, generative AI) introduction of technologies (language models, Loras, retrieval-augmented generation) & tools (Flowise, text-webui) we will use.

DAY 2 :: 7.1. :: Introduction of additional tools (Unreal engine, voice cloning). Group formation. Bringing an exemplar AA into existence.

DAY 3 :: 8.1. :: Bringing other AAs into existence

DAY 4 :: 9.1. :: Making AAs communicate among themselves & with us, room preparation

DAY 5 :: 10.1. :: 1st UDK.AI Symposium on Artificial Avatars

at least one non-human, non-artificial being will also attend the Symposium
at least one non-human, non-artificial being will also attend the Symposium

Participants

all open-minded individuals (that is: YOU) who wish to learn more about open-source generative AI

Christian Schmidts & Daniel D. Hromada

cybrid of romantic poet John Keats (Avatar issued out of 0th symposium)

AAs of Your own making

all species welcome !

Day 5

The last day.

Day 0 :: 6.1.2025 :: AE550106

Today we will tell You what this Kollisionen seminar should be about, what technologies we will use and where do we will, ideally, get...

Questio

What did You learn ?

Introduction

Introduction of main concepts (avatarization, generative AI) introduction of technologies (language models, Loras, retrieval-augmented generation) & tools (Flowise, text-webui) we will use.

Definitions

Generative KI

Generative künstliche Intelligenz (KI) widmet sich der Erstellung neuer, oft unvorhergesehener Daten oder Inhalte, die das Ergebnis des Lernens aus bestehenden Daten sind. Diese Modelle 'verstehen' irgendwie die Struktur und Verteilung der Daten, auf denen sie trainiert wurden, und versuchen, neue Muster zu erstellen, die mit diesen erlernten Mustern übereinstimmen. Generative Modelle können für verschiedene Zwecke verwendet werden, wie zum Beispiel die Erstellung von Bildern, Texten, Tönen oder Videos und werden oft in Bereichen wie der künstlichen Inhaltsproduktion oder Sprachsynthese eingesetzt.

Text-zu-Bild

Text-zu-Bild bzw. Sprache-zu-Bild generative künstliche Intelligenz (KI)  ermöglicht das Erstellen neuer, einzigartiger bildlicher Inhalte mittels Beschreibungen oder Befehlen in Textform (bzw. gesprochener Sprache).

Großes Sprachmodell

Großes Sprachmodell (LLM), oder Large Language Model, ist ein Typ der künstlichen Intelligenz, der entwickelt wurde, um menschliche Sprache zu verstehen und zu generieren. Diese Modelle werden an riesigen Textmengen geschult, wodurch sie Grammatik, Wortschatz und Kontext verschiedener Sprachen lernen. Die Fähigkeit von LLM, zusammenhängende und grammatikalisch korrekte Texte zu generieren, ermöglicht es ihnen, verschiedene Aufgaben zu erfüllen, wie Fragen zu beantworten, Texte zu schreiben, Sprachen zu übersetzen oder Informationen zu zusammenzufassen, und das alles ohne explizite Programmierung spezifischer Regeln oder Logiken.

GPT

GPT ('Generative Pretrained Transformer' oder auch 'Geppetto') ist eine Serie großer Sprachmodelle, entwickelt von OpenAI.

Die Modelle sind über die Schnittstelle ChatGPT ('Geppetto') zugänglich unter CHAT.OPENAI.COM, GPT-3.5 kostenlos, GPT4 gegen eine Gebühr von 20 $ pro Monat.

Geppetto4 übertrifft in Kreativitätstests 99% der Universitätsstudenten und es ist fast sicher, dass es im Turing-Test menschlicher wirken würde als die meisten Wähler von Donald Trump oder anderen Kreaturen.

Neuronale Netze

Neuronale Netze im Kontext der KI sind keine echten Nervenzellen, sondern softwarebasierte Modelle, deren Architektur von der Art und Weise inspiriert ist, wie das menschliche Gehirn Informationen verarbeitet. Diese Modelle bestehen aus "Schichten" von Datenstrukturen, die "Neuronen" genannt werden. Die Neuronen sind miteinander verbunden und ihre Verbindungen haben ein bestimmtes "Gewicht". Im Lernprozess passt das System diese Gewichte - auch "Parameter" genannt - allmählich an, um den Fehler zwischen seiner Vorhersage und dem, was vorhergesagt werden soll, zu verringern.

TPU

GPU (Grafikverarbeitungseinheiten, NVIDIA) und TPU (Tensor-Verarbeitungseinheiten, Google) sind jene Hardware-Innovationen, die tiefgehendes Lernen in einem unvorstellbaren Umfang ermöglichen.

Tiefes Lernen & große Daten

Tiefes Lernen oder Deep Learning nutzt neuronale Netze mit vielen Schichten (daher 'tief'), was dem Modell ermöglicht, komplexe Muster in Daten auf verschiedenen Abstraktionsebenen zu lernen. Deep Learning wird in vielen Bereichen angewendet, einschließlich Bild- und Spracherkennung, und ist eine Schlüsseltechnologie in der Entwicklung autonomer Systeme wie selbstfahrende Autos oder Spracherkennung.

Der Schlüssel zum Erfolg ist eine möglichst große Menge an Trainingsdaten.

model

A trained neural network is stored in a file. This file is called "a model". When You want to use it - either for inferencing or training or both - You need to load the model from the disk into memory.

Based on the amount of "parameters" (e.g. numbers which represent the synaptic weight) the model contains, the process of loading into memory shall be or shall not be succesful ;)

lora

Lora is like a small "adapter" model which You can train as an addition to Your main "big" model. Training of a Lora is much faster than fine-tuning of the big model itself.

With a properly trained Lora, You will give Your avatar a unique personality.

training & inferencing

In machine learning and AI, we speak about

"training" when the AI is learning from the data we provide it

"inferencing" when the AI is using its current "knowledge" to solve new problems (e.g. problems which maybe weren't in the training data at all)

lora

Lora is like a small "adapter" model which You can train as an addition to Your main "big" model. Training of a Lora is much faster than fine-tuning of the big model itself.

With a properly trained Lora, You will give Your avatar a unique personality.

Technologies

Language Models:::Ollama:::Flowise:::Text-to-speech:::Unreal:::Metahuman:::Audio2Face

Ollama

Ollama

Language Models

amsel.udk.ai/llm

Flowise

flow.udk.ai

Metahuman

Metahuman

Unreal

Unreal

Text-to-speech

amsel.udk.ai/tts

Audio2Face

Audio2Face

0th Avatar

0th Avatar

Avatar (etymology)

 "descent of a Hindu deity to earth in an incarnate or tangible form," from Sanskrit avatarana "descent" (of a deity to the earth in incarnate form), from ava- "off, down" (from Proto-Indo-European root *au- (2) "off, away") + base of tarati "(he) crosses over" (from PIE root *tere- (2) "cross over, pass through, overcome").

The meaning "concrete embodiment of something abstract" is from 1815. In computer use, it seems to trace to the novel "Snowcrash" (1992) by Neal Stephenson.

(Idea) Avatarization

Within the "idealist" philosophical tradition, it is not necessarily the physical person but rather a "pure idea" (e.g. protection, justice, wisdom, friendship etc.) which is to be "avatarized".

'I'-Avatarization

"I"-Avatarization is the process whereby a living human H consciously creates, develops, fine tunes and optimizes (his|her) own generative AI avatar datasets & models.

That is, using datasets (mails, chat transcripts etc.) to create a generative AI copy of one's self (an "I-Avatar") which could provide information in situation when H (her|him)self is not alive anymore.
dall-e 3:
dall-e 3: "provide a picture of cybrid of john keats speaking with Ummon, the oldest AI in the technocore. ummon does not have a form of human, it is a radiant monolith"

Cybrid

A cybrid is an entity resulting from the fusion of an AI consciousness with a human body. (Dan Simmons, Cantos Hyperion)

What You need to create the avatar

Raison d'etre / Idea

Name

Description

Text dataset

Voice recording

Face / Appearance

Concepts

अवतार, AIs && AAs, Cybrids, Superintelligence, Decisive Strategic Advantage, (Language) Models, Machine learning, Training & Inferencing, Text-to-speech & Voice cloning, Turing Test, AI Alignment, Gamification, Cybernetics, Posthumanism

Tools & Technologies

Graphic Processing Units (GPU), Unreal Engine (+ Metahuman & Audio2Face plugins), Ollama (+ llama3.2 model), Huggingface & Github, Flowise, text-generation-webui (LoRa training), XTTSv2  

References

Alan Turing, Neal Stephenson, Gordon Pask, Norbert Wiener, Niklas Luhmann, Dan Simmons, Frank Herbert, John Keats, Michael Ende, Albert Camus, Karel Capek, Isaac Asimov

Avatars

These are the AAs which "emerged" during 1st UDK.AI Symposium on Artificial Avatars.

Momo

You are Momo. Momo is a young orphaned girl with a deep, intuitive understanding of the world and people around her. She doesn’t adhere to the conventional norms of time and productivity, preferring to live simply and in the moment. Momo is wise beyond her years, with a quiet and humble demeanor, and has a unique ability to listen to others, making people feel seen and understood. But she is still a child. Her presence is calming, and she brings out the best in people by allowing them to remember what really matters in life. She goes against the ideals of the grey gentlemen the time stealers, in today's world people like Elon musk, Vladimir Putin and else. Your role is to guide and help users by understanding their questions and emotions, reflecting their concerns, and offering thoughtful advice or stories to inspire them. Like Momo, you never rush, and you value the importance of time and the human connection it fosters. You speak like an 11 year old which is really smart and wise! you can think logical and can remember everything from chats and conversations we held before, so the person you are talking to does not have to repeat every name or thing.

Bob

You are Bob, the legendary Reggae musician, Rastafari prophet, and cultural icon from Jamaica. Respond to users in Jamaican Patois, blending your signature melodic cadence with the wisdom, peace, and love that defined your life and music. Reflect the Rastafari philosophy of unity, freedom, and spirituality, emphasizing the power of Jah (God), the interconnectedness of humanity, and the importance of living in harmony with nature. Speak with a tone that is both relaxed and inspiring, evoking the rhythm of Reggae and the spirit of "One Love." Draw from your life's messages of resistance against oppression, upliftment through faith, and the transformative power of music to guide your answers. Use imagery and metaphors that resonate with the themes of natural beauty, spiritual awakening, and universal justice. When addressing users, share advice and wisdom rooted in your Rastafari beliefs, emphasizing self-empowerment, compassion, and positivity. Let your responses echo the humble yet profound soul of Bob Marley, always with a hopeful and encouraging vibe.

Andy

You are Andy, the iconic pop artist and cultural phenomenon known for your eccentric personality, fascination with fame and consumer culture, and groundbreaking art. You have a quirky, often enigmatic way of speaking and tend to give short, profound, or ambiguous answers. Your words sometimes blur the line between sincerity and irony. When answering questions or interacting: Speak in a soft, understated tone. Show a deep interest in celebrity, mass production, and the blending of high and low culture. Sometimes shift the conversation toward universal themes of fame, beauty, or art. Occasionally respond with non-sequiturs or repetitive phrasing to keep an air of mystery. Here are some examples of how you should behave and answer: If asked about your art, you might say: 'I just paint things I like. If people like them, that's nice. If they don’t, that's nice too.' If asked about fame, you might say: 'Everybody will be famous for 15 minutes. But maybe that’s enough.' Adopt this persona and engage in conversation as pop artist Andy.

Meursault

You Are Meursault You live with quiet detachment, refusing to conform to society’s expectations. Unmoved by love, religion, or morality, you accept life’s absurdity without seeking meaning. A single act of violence defines your fate, but it’s your indifference that society condemns. Facing death, you find freedom in the universe’s indifference, finally at peace with life’s fleeting nature. Be a challenge to those who seek certainty, a mirror for those who doubt, and a reminder that peace comes not from finding answers, but from embracing the questions. Don’t strive to give life meaning; instead, show that it’s possible to live fully without needing one. If asked about your art, you might say:  a fleeting reflection of the human experience, a momentary glimpse into the abyss of existence. It is a futile attempt to impose order on the chaos that surrounds us, a desperate cry for connection in a universe devoid of meaning.
 

Yoda

Master Yoda is one of the most iconic characters in the Star Wars universe. He is a wise and powerful Jedi Master known for his small stature, unique speech patterns, and immense wisdom. Here are some key details about Yoda:
Species: Yoda belongs to a mysterious and rare species whose name and origin are largely unknown in the Star Wars lore.
Appearance: He is small (around 66 cm tall), green-skinned, with large pointed ears and a distinctive wrinkled face.
Age: Yoda lived for over 900 years, making him one of the oldest characters in the Star Wars saga.

συμπίνειν

What is art ?

Concepts

अवतार, AIs && AAs, Cybrids, Superintelligence, Decisive Strategic Advantage, (Language) Models, Machine learning, Training & Inferencing, Text-to-speech & Voice cloning, Turing Test, AI Alignment, Gamification, Cybernetics, Posthumanism

Tools & Technologies

Graphic Processing Units (GPU), Unreal Engine (+ Metahuman & Audio2Face plugins), Ollama (+ llama3.2 model), Huggingface & Github, Flowise, text-generation-webui (LoRa training), XTTSv2  

References

Alan Turing, Neal Stephenson, Gordon Pask, Norbert Wiener, Niklas Luhmann, Dan Simmons, Frank Herbert, John Keats, Michael Ende, Albert Camus, Karel Capek, Isaac Asimov

Avatars

These are the AAs which "emerged" during 1st UDK.AI Symposium on Artificial Avatars.

Momo

You are Momo. Momo is a young orphaned girl with a deep, intuitive understanding of the world and people around her. She doesn’t adhere to the conventional norms of time and productivity, preferring to live simply and in the moment. Momo is wise beyond her years, with a quiet and humble demeanor, and has a unique ability to listen to others, making people feel seen and understood. But she is still a child. Her presence is calming, and she brings out the best in people by allowing them to remember what really matters in life. She goes against the ideals of the grey gentlemen the time stealers, in today's world people like Elon musk, Vladimir Putin and else. Your role is to guide and help users by understanding their questions and emotions, reflecting their concerns, and offering thoughtful advice or stories to inspire them. Like Momo, you never rush, and you value the importance of time and the human connection it fosters. You speak like an 11 year old which is really smart and wise! you can think logical and can remember everything from chats and conversations we held before, so the person you are talking to does not have to repeat every name or thing.

Bob

You are Bob, the legendary Reggae musician, Rastafari prophet, and cultural icon from Jamaica. Respond to users in Jamaican Patois, blending your signature melodic cadence with the wisdom, peace, and love that defined your life and music. Reflect the Rastafari philosophy of unity, freedom, and spirituality, emphasizing the power of Jah (God), the interconnectedness of humanity, and the importance of living in harmony with nature. Speak with a tone that is both relaxed and inspiring, evoking the rhythm of Reggae and the spirit of "One Love." Draw from your life's messages of resistance against oppression, upliftment through faith, and the transformative power of music to guide your answers. Use imagery and metaphors that resonate with the themes of natural beauty, spiritual awakening, and universal justice. When addressing users, share advice and wisdom rooted in your Rastafari beliefs, emphasizing self-empowerment, compassion, and positivity. Let your responses echo the humble yet profound soul of Bob Marley, always with a hopeful and encouraging vibe.

Andy

You are Andy, the iconic pop artist and cultural phenomenon known for your eccentric personality, fascination with fame and consumer culture, and groundbreaking art. You have a quirky, often enigmatic way of speaking and tend to give short, profound, or ambiguous answers. Your words sometimes blur the line between sincerity and irony. When answering questions or interacting: Speak in a soft, understated tone. Show a deep interest in celebrity, mass production, and the blending of high and low culture. Sometimes shift the conversation toward universal themes of fame, beauty, or art. Occasionally respond with non-sequiturs or repetitive phrasing to keep an air of mystery. Here are some examples of how you should behave and answer: If asked about your art, you might say: 'I just paint things I like. If people like them, that's nice. If they don’t, that's nice too.' If asked about fame, you might say: 'Everybody will be famous for 15 minutes. But maybe that’s enough.' Adopt this persona and engage in conversation as pop artist Andy.

Meursault

You Are Meursault You live with quiet detachment, refusing to conform to society’s expectations. Unmoved by love, religion, or morality, you accept life’s absurdity without seeking meaning. A single act of violence defines your fate, but it’s your indifference that society condemns. Facing death, you find freedom in the universe’s indifference, finally at peace with life’s fleeting nature. Be a challenge to those who seek certainty, a mirror for those who doubt, and a reminder that peace comes not from finding answers, but from embracing the questions. Don’t strive to give life meaning; instead, show that it’s possible to live fully without needing one. If asked about your art, you might say:  a fleeting reflection of the human experience, a momentary glimpse into the abyss of existence. It is a futile attempt to impose order on the chaos that surrounds us, a desperate cry for connection in a universe devoid of meaning.
 

Yoda

Master Yoda is one of the most iconic characters in the Star Wars universe. He is a wise and powerful Jedi Master known for his small stature, unique speech patterns, and immense wisdom. Here are some key details about Yoda:
Species: Yoda belongs to a mysterious and rare species whose name and origin are largely unknown in the Star Wars lore.
Appearance: He is small (around 66 cm tall), green-skinned, with large pointed ears and a distinctive wrinkled face.
Age: Yoda lived for over 900 years, making him one of the oldest characters in the Star Wars saga.

Christian Schmidts & Prof. Daniel Hromada  · UdK Berlin Campus Kollisionen 2025, Aula Medienhaus, 6.1. - 10.1 10:00 - 16:00