THE
SACRED COMPUTER
TODOR ARNAUDOV - TOSH
LAZAR
THE PROPHETS OF THE
THINKING MACHINES
ARTIFICIAL GENERAL INTELLIGENCE & TRANSHUMANISM
HISTORY
THEORY AND PIONEERS
PAST PRESENT AND FUTURE
by
the author of the world’s first university course in
Artificial
General Intelligence and the
Theory
of Universe and Mind
ПРОРОЦИТЕ НА
МИСЛЕЩИТЕ МАШИНИ
ИЗКУСТВЕН РАЗУМ
И РАЗВИТИЕ НА ЧОВЕКА
ИСТОРИЯ ТЕОРИЯ И
ПИОНЕРИ; МИНАЛО НАСТОЯЩЕ И БЪДЕЩЕ
* First edition: 20.8.2025 (To be continued and refined)
* 128 Pages
Edition: 20.8.2025
http://twenkid.com/agi
For now download from: https://github.com/twenkid/sigi-2025
(...)
© Authors: All cited original authors
and Todor
Arnaudov – author of The Prophets of the Thinking Machines and editor:
selecton of authors, papers, concepts, citations; summaries notes etc.
The Sacred Computer: Thinking Machines, Creativity and Human Development
You can join or help The Sacred Computer!
(...)
#lotsofpapers #lazar
Lots of Papers: ] In AI, ML, CV, ANN, DL,
… throughout history, classical 1960s,
1970s, 1980s, 1990s, 2000s, early 2010s to 2020s. Computer
Vision, Reinforcement Learning,
Program Synthesis. Lifelong Learning, Human-Computer Interaction, Mixed
Initiative Interfaces; Evolutionary programming,
Genetic Algorithms, Self-improving agents; Speech Synthesis, Speech
Recognition, Audio Generation etc. Groundbreaking or important
researchers or related to the flow and context of the reviewed topics; and a few Bulgarian
researchers who participated in some of the works.
* Lifelong Learning, Continual Learning, Reinforcement Learning
(historical Q-Learning, modern Deep Q-Learning: Atari DeepMind …), RL for LLMs,
policy optimizations (DPO, PPO, OREO) … Conditional Random Fields (CRF);
Chain-of-Thought prompting …
*
Survery of other techniques and research in computer vision, preceding the explosion of the application of
convolutional neural networks after 2012: DBN, RBM, MRF, SIFT etc.
*
Survey on Early Deep Learning architectures and Normalizations; seminal papers
and PhD theses by pioneers in DL from the schools of LeCun, Hinton, Bengio:
M.Ranzato, V.Mnih, A.Krizhevsky, I.Sutskever, A.Mohamed …
* Survey of Object Recognition and Classification before Deep Learning
*
Selected Computer Vision works from 1960s to 2020s
*
Exploration and introduction of concepts and techniques in computer vision,
machine learning, neural networks
* Mixed-Initiatve Interaction
* Audio: Speech Synthesis,
Audio Generation, Speech Recognition; 1980s to 2010s
* Neural Machine Translation, Language Models, LLMs, Text Generation,
Text and Language Learning and Representation, Word-Embedding
*
Alternative approaches for sequence and next words prediction, instead of
neural networks: stochastic memorizer, sequence memorizer* Transformers - the
seminal paper from 2017
* Tansformer architectures for images and for reducing the quadratic
complexity
*
Neural Program Synthesis
* Tansformer
architectures for images and for reducing the quadratic complexity
* Evolutionary
Algorithms | Genetic Algorithms | Genetic Programming
* Genetic Programming,
Genetic Algorithms, Evolutionary Programming: Part II
*
Summary
and selection of important concepts in Evolutionary Algorithms | Genetic
Algorithms | Genetic Programming etc
*
Vision Transformers – ViT
* Multimodal Learning,
Dialog Learning, Continual Learning
* Diffusion Models
* Self-Improving
General Intelligence, Recursive Self Improvement
(...)
Introductory
Notes
* Most of the text in this volume of references is in English, with a few
small sections and notes in Bulgarian.
* It is a record of explorations and can serve as a dataset for study, recall
and food for thought for curious readers and thinking machines.
* The order and clustering is both thematical and chronological through the
literature review study.
* Search for specific topics, names, fields etc. as with the other volumes.
* Why diferent fonts? Diversity. Future versions may be generated from a
database core or displayed with Vsy/AI agents and generate different layouts,
connections etc.
* In the future it would be operated with the AGI infrastructure Vsy (Вседържец, Вси) and the
Research Accelerator ACS (unpublished yet), which will make it “living”,
dynamic, self-extending, translating etc.
* For more Bulgarian and other selected research see also #Anelia #prophets
#Listove etc.
* Основно на
английски, някои бележки на български. Виж:
Лазар Вълков, Боян Александров.
*
Изследвания на други методи в компютърното зрение от 1960-те до 2000-те и в
навечерието на бума на приложенията на конволюционни невронни мрежи в края на
2012 г.; методи в машинното обучение: DBN, RBM, MRF, SIFT; MSER и др. (…)
(...)
|
Legend: Cmp: compare. Tosh, T.A., TA, Todor: comments
by the author of “The Prophets …” |
See
also appendices: in English: Universe and Mind 6, “Calculus of Art: …”, …
parts
of Listove and Irina; some parts of the main volume; #Anelia – the work of many Bulgarian
researchers In English and Bulgarian. E
@Vsy:
Systematize, draw diagrams, tables, collect in memory
(...)
