Mabble Rabble: August 2019

The 3 T's already are an active research area under teleportation, telepathy, and telekinesis. However, following psychic abilities could also come into the mix in AI:

Thoughtography - imprinting images in one's mind onto physical surfaces
Scrying - able to look into mediums to view and detect suitable information
Second Sight - able to see future and past events or perceive information (precognition)
Retrocognition - supernaturally perceive past events (postcognition)
Remote Viewing - able to see distant or unseen target with extrasensory perception
Pyrokinesis - able to manipulate fire through mind
Psychometry - able to get information about a person or object by touch
Psychic Surgery - able to remove disease or disorder within or over the body with energetic incision to heal the body
Prophecy - able to predict the future
Precognition - able to perceive future events
Mediumship - able to communicate with the spirit world
Levitation - able to float or fly by psychic means
Energy Medicine - able to heal one's own empathic etheric, astral, mental, or spiritual energy
Energy Manipulation - able to manipulate non-physical/physical energy with mind
Dowsing - able to locate water, gravesites, metals, and materials without scientific apparatus
Divination - able to gain insight into a situation
Conjuration - able to materialize physical objects from thin air
Clairvoyance - able to perceive people, objects, locations, or events through extrasensory perception
Clairsentience - able to perceive messages from emotions and feelings
Clairolfactance - able to perceive knowledge through smell
Clairgustance - able to perceive taste without physical contact
Claircognizance - able to perceive knowledge through intrinsic knowledge
Clairaudience - able to perceive knowledge through paranormal auditory means
Chronokinesis - able to alter perception of time causing sense of time to slow down or speed up
Biokinesis - able to change or control the DNA
Automatic Writing - able to draw or write without conscious intent
Aura Reading - able to perceive energy fields around people, places, and objects
Astral Projection - out-of-body experience or the voluntary projection of consciousness
Apportation - able to materialize, disappear, or teleport objects

7 August 2019

Drawbacks of Reinforcement Learning

Reproducibility
Resource Efficiency
Susceptibility to Attacks
Explainability/Accountability

Types of Filtering for Recommendations

Adaptive
Contextual (Context Similarity)
Cognitive (Personality/Behavior)
Content

Bayesian
Relevance Feedback
Evolutionary Computation
Deep Learning

Collaborative (Model vs Memory)

Matrix Factorization
Tensor Factorization
Clustering
SVD
Deep Learning
PCA
Pearson
Bayesian
Markov Decision Processes

Interest/Intent

Intent

Interest

Content Consumption

Impact/Influence

Social Feedback

Likes
Dislikes
Mentions
Shares
Subscribes
Hashtags
Emojis
Reviews
Comments
Trends
Endorsements
Opinions from Person of Influence
Associative Connections (Primary/Secondary)
Six-Degrees of Separation

Item-based
User-based
Personalization
Reinforcement Learning

Reward
Optimization
Exploration/Exploitation
Competitive
Cooperative

Semantic (with a Knowledge Graph)
Demographic

Deep Learning Approaches for Recommendations:

Autoencoders
Neural Autoregressive Distribution Estimate
Convolutional Neural Networks
Recurrent Neural Network
Long Short Term Memory
Restricted Boltzmann Machine
Adversarial Network
Attentional Model
Multilayer Perceptron

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