Trends in AI Flashcards
Type of advanced machine technology that mimics intelligence
ARTIFICIAL INTELLIGENCE
Father of artificial intelligence
Alan Mathison Turing
T/F
AI = robots
FALSE
AI DOES NOT MEAN ROBOTS
The concept of AI started as early as _____
1950s
T/F
Before AI, the majority of technology followed the concept of input-output. Human beings tell the machine what to do, then the machine will do the task.
TRUE
What was the first AI?
Logic theorist
When was the first AI invented?
1955
Who invented the first AI?
Newell (attorney) and Simon (researcher)
Provide data and also provide certain guidelines for the computer or AI to learn
Supervised learning
When was the first AI winter
around 1980s
WINTERS OF AI
- D/t subject matter experts do not know everything
- New information keeps coming up and the engineers couldn’t keep up with the coding
- Believed that AI was a dying course
- Big Data changed this winter
A. 1st winter
B. 2nd winter
B. 2ND WINTER
WINTERS OF AI
Led to machine learning
A. 1st winter
B. 2nd winter
A. 1ST WINTER
WINTERS OF AI
- People involved the engineers
- Cannot create the algorithms by themselves
- They collaborated with more subject matter experts
A. 1st winter
B. 2nd winter
A. 1ST WINTER
Allow the computer to explore on its own
Unsupervised Learning
Notes responsible for the machine to learn on its own
Artificial neural network
The basic unit of artificial neural network
Perceptron
LAYERS OF PERCEPTRON
Big data comes in to serve as a basis for the output
Input layer
LAYERS OF PERCEPTRON
where the learning analysis takes place
Hidden layer
IDENTIFICATION
- Used multiple mediums of data for learning
- Should always be updated, and continuously being updated
Big data
Basic data coming from the subject matter experts
Machine Learning
A subset of AI that learns patterns from analyzing a large amount of data
Machine Learning
Big data and let the AI reach its own identification on its own
Deep Learning
A subset of ML that uses neural networks to learn patterns from data
Deep Learning
____ is the new oil and ______ is the new electricity
Data is the new oil and artificial intelligence is the new electricity
____ is responsible in making sure that AI would be helpful for everyone
Data is responsible in making sure that AI would be helpful for everyone
A type of advanced technology that mimics human intelligence
Artificial intelligence
According to a study AI in PT is currently used for
Disease prediction
Patient monitoring
Goal setting
Diagnostic tool
Education enhancement
Physio-AI used to monitor and assess if the exercise is being done correctly
A-Dutch AI
used to help in diagnosis and troubleshooting tool for physiotherapist in training
Physit
records and analyzes the kick of the Athlete
Kick-AI
Used for physical exercise based on the usual physical activities they do in a day-to-day
Recommenders System
Serves as an additional tool to help the students learn better
GENERATIVE AI TOOLS
Serves as simulation tools
GENERATIVE AI TOOLS
What are the 5 S in the level pyramid?
Systems
Summaries
Synopses
Syntheses
Studies
Examples: Cohere Generate, Bard, GPT-4, Dall-E2, Claude, Synthesia, Duet AI, ChatGPT, Scribe, AlphaCode
GENERATIVE AI TOOLS
the use of big data of the patient and the use of information of the summaries of research
Systems
- Leads to a faster decision making for an effective treatment plan
- You make a decision based on the literature and based on the information that the patient has
Systems
Main output: give feedback to the student, so they can do better in academic performance
Outcomes insight
In systems you use ___ and ____ to make decisions
In systems you use EBP and data to make decisions
in the 5th industrial period, what is the goal?
personalization
