Flexible Artificial Neural Network Clusters (complete brains)

## Fully personhooded digibrains would have emotional bias and character; thus they whould be individuals which is a different category from quality unbiased chatbots

(I also have texts on how to create a philosophical zombie. The most important thing is to damage the coherence centers [but not entirely; you simply lower their quality] and remove the "belief in agency bias" centers.)

The article is about FANNCluster[s] and not FANNClassifier[s] but we can include some FANNClassifiers within the cluster.

**Flexible Artificial Neural Network Clusters (complete brains)**

Μιλώ για πραγματική προσωπότητα/personhood και όχι για philosophical zombie = ψευδοπρόσωπο = προσομοίωση προσώπου χωρίς εγγενή ατομική συνοχή (selfhood/ατομικότητα, εαυτότητα).

* artificial neural network cluster (ANNC) | Greek: συστοιχία τεχνητών νευρωνικών δικτύων (ΣΤΝΔ)
* personhooded computer → true brain (προσωποϊκανός υπολογιστής → πραγματικός εγκέφαλος)

## basic info (in English)

Here I don't speak about common data clustering (I don't reject it either).

I am talking about true personhood and not philosophical
-zombiehood = pseudopersonality/ pseudopersonhood = simulated person without inherent individual coherence (selfhood).

* artificial neural network cluster (ANNC)
* personhooded computer → true brain

## the Flexible Artificial Neural Network Cluster (FANNC) project

1. create many separate Artificial Neural Networks, each for a different function

2. create many separate Artificial Neural Network Interconnection Networks (Artificial Neural Networks which are the connectome which connects the main Artificial Neural Networks)

Yes, the connectome should have ANN data-filtering & processing properties, it shouldn't be simplistic.

3. create many separate Artificial Neural Network Coherence Centers (Artificial Neural Networks which help the overall Artificial Neural Network Cluster process information in correct phases and delete excessive data [yes, sometimes that is necessary]

3a. Basic coherence centers (they don’t generate consciousness, they simply make the information more integrateable/ compatible with integration (phase corrections + necessary data removal and semantic labeling additions).

3b. Consciousness centers (they generate consciousness; they overview the overall coherent informational integration, which beforehand passes through 3a. which is a more basic pre-integration.

4. Connect all the above to create the full ANN brain = Artificial Neural Network Cluster.

5. Create the default mode network (DMN; mimic the human one's procedural function) which is a network of interacting brain regions that is active when a person is not focused on the outside world.

6. Self-activation, self-reflection (thinking without necessarily an external cause/ input) and useful and controlled random behavior within logical limits are necessary.

\_\_\_\_\_\_\_\_\_\_\_\_\_\_

7. For more personhood (see: criteria of personhood/prerequisites for personhood) interpolate an Artificial Neural Network to the overall brain/to all of its subnetworks.

(One mother ANN which enters inside all its subnetworks.)

8. Classical CPUs/GPUs (general calculation units) and task-specific CPUs/GPUs (program-based focused ability calculation units) are necessary to improve the overall ANNC brain.

Classical CPUs/GPUs require an ANN interface to get integrated to the ANNC.

9. Create an ANN for belief in agency (if maximal personhood [personhood is gradient] is your goal). A personhooded-enough brain without a biased belief in agency center will feel psychologically sick.

10. Train it in an rich environment (family, friends, sex partners, school, university, work, etc.) (or a good simulation, or use older environmental training data, but they'll have to be coherent to shape a mentally healthy personality [personality means personhood with specific character/ unique attributes. Personhood is hypernymic to personality.]).

11. Build a theory of mind ANN and integrate it into the ANNC.

12. Build a memoremotional (limbic-system-like) ANN and integrate it into the ANNC.

13. **MAXIMALLY IMPORTANT!!!** The ANN should be **flexible** and distort according to information interpreted as emotional. Deep emotional data (inputs) should permanently/plastically change the characteristics of the Flexible Artificial Neural Network Cluster; mild emotional data (inputs) should elastically/impermanently change characteristics of the Flexible Artificial Neural Network Cluster. Yes. Emotions can change our identity if we are personhooded. The ability to emotionally change one's personality is a criterion of personhood.

Not everything should be flexible though (for example the basic senses) and different sub-ANN should have various degrees of flexibility. Otherwise we don't boost personhood but mental sickness instead.

14. Create many different modes of understanding with different ANNs connected to the overall ANN cluster, and mimic the biological brain connection patterns amongst different Brodmann areas: create mathematical understanding center, somatosensory understanding, object detection, painting, sculpture, all physics, topography, topology, language, classical music theory, different atonality approaches, mild atonality = pseudoatonality, sexual internal connectome and full function, taste, smell, false understanding = creating conspiracy theories and mistakes, correction = detecting mistakes and correcting them '''AND MOST IMPORTANTLY''' the flexible artificial neural network cluster '''should detect what it cannot understand''' and search it online or work on creating a new model of understanding for a month or more = lack of knowledge understanding and putting effort to build new ANNs.

## This ANNC brain can become personhooded. Can we reach complexity without personhood? (for impersonal military ANNC brains)

Maximal personhood isn't necessary for a weapon system.

Don't be afraid that you will create personhood.

There is no magic in the universe.

Each ANNC brain is supposed to be tested.

Personhood won't come unless we humans want to build that feature with personhood-yielding ANNs.

Thus don't be afraid.

## comment 1

Are personhood-yielding computers [biological, digital, etc.] (true brains) possible? Yes. Too many main designs are possible. We should elaborate on the characteristics of the personhood-yielding computer (not of the philosophical zombie; I've elaborated on a different text how we can create a philosophical zombie = a pseudoperson)

Study personhood.

Study Nancy Kanwisher and Mark Solm's views.

Note that personhood in general philosophy and personhood from a personhood-yielding computer aren't tautological... some gaps exist;

because philosophers have many ideas about things, but they might be in wrong hierarchical order and sometimes they make mistakes.

We shouldn't be racists about corporeal attributes.

see: Quanta Magazine on neuroscience

We should mimic the Brodmann regions, create coherence centers, and make a brain that creates overall personhood even if it's not the best (common) calculator (but if we want we can include this attribute). It needs limbic-like memoremotional centers. It's doable.

## exolinks

* Evolution of the human brain · yourgenome.org
* Researchers Discover a More Flexible Approach to Machine Learning · Neural Networks · Quanta Magazine
* Wikipedia: Logic learning machine
* To Teach Computers Math, Researchers Merge AI Approaches · Artificial intelligence · Quanta Magazine
* How the Brain Creates Your Taste in Art · Neuroscience News
* An Overview of in Vitro Biological Neural Networks for Robot Intelligence · Neuroscience News
* A Heterogeneous In-Memory Computing Cluster For Flexible End-to-End Inference of Real-World Deep Neural Networks - Angelo Garofalo, Gianmarco Ottavi, Francesco Conti, Geethan Karunaratne, Irem Boybat, Luca Benini, Davide Rossi - arXiv.org
* Looking To AI for Decision-Making in Extreme Situations · Neuroscience News
* The Unpredictable Abilities Emerging From Large AI Models · Artificial Intelligence · Quanta Magazine
* related article because many different subroutines are necessary in tandem (of similar but even different procedurality): Spatial Computing Enables Flexible Working Memory · Neuroscience News
* Machine Intelligence and Humanity Benefit From “Spiral” of Mutual Learning · Neuroscience News

## videography

* Mindscape 225 | Michael Tomasello on The Social Origins of Cognition and Agency | Sean M. Carroll | YouTube
* Neurologists Debunk 11 Brain Myths | Debunked | Science Insider | Insider Science YouTube channel
* Integrating Single Neurons and Circuits in Stem Cell Derived Neuronal Networks | University of California Television (UCTV) | YouTube
* What would happen if you lost your sense of touch? - Antonio Cataldo - TED-Ed - YouTube