Artificial intelligence Flashcards
Is a bunch of machine doing a repetitive task without human intervention is ?
Automation
Behavior in computers to natural intelligence which displayed by humans ( helps improve) ?
AI
What are the 3 types of AL ?
Narrow artificial intelligence
General artificial intelligence
Super artificial intelligence
Is good at performing a single task within a limited field Ex: playing chess is ?
Narrow Artificial Intelligence
Entails understanding and reasoning its environment as a human like ( How you perceive things is ) ?
General Artificial Intelligence (Strong AI)
When AI becomes much smarter than the
best human brains in every field
including social skills ?
Super Artificial intelligence
Works on existing data to recognize patterns and make predictions ?
Traditional AI
learns from existing data to generate something new is ?
Generative AI ( subset of AI)
Who develop the full artificial intelligence as potential end of humanity ?
Stephen Hawking
who believes the smarter Al gets the better human will become?
Demis Hassabis
Train machines to generate new and original data like : Images Text Audio Video ?
Generative ( subsets of Al)
Al history ?
1950: The Turing Test (Imitation Game) by
Alan Turing
1955: John McCarthy first coined the term
Artificial Intelligence
1956 – 1974: The golden years Chess Checkers and Machine Translation
1974-1979: AI Winter financial setbacks
and Limited Computer Power
1980: AI boom – Expert Systems to solve domain-specific problems
1997: Deep Blue (IBM) beats Garry Kasparov (world chess champion)
2012: Deep Learning Revolution
Subfields of AI ?
Neural networks , planning , robotics , machine learning , natural processing , perception , knowledge and cognitive system
Machine learning ?
Is a subset of AI
can train on smaller data sets
requires more human intervention
shorter training like (Emails)
Deep learning ?
Subset of machine learning
requires large amounts of data
learns on it’s own from environment
longer training ( Tossing Bot)
Which comprehends human language and it Generates accurate responses relevant to the user prompt like Learning Teaching , Translation is ?
Chat GPT
Pattern Recognition ?
Is predicting patterns with a high amount of accuracy like :
( Face ID) , ( Siri) , Voice Recognition , Text Recognition ( Detect fake news)
Computer vision ?
Which Interpret information from images/videos
Examples: Fraud Detection AI: used by banks to detect fake bills
Fingerprint Detection
Mid journey ?
Artificial Intelligence image generator that produces images based on a user-provided description
Data science and analytics ?
Which uses scientific algorithms and tools to extract knowledge
Has 2 types :
Knowledge representation and Automated Reasoning
Decision Making ?
Is Accurate and efficient analysis of a large amount of data and
Replace consultants used to make decisions
Recommendation Systems ?
These AI systems are tailored to personal use:
They see what you like online
Learn about you
Learn from others as well
Examples:
Product recommenders ( Amazon) , social media platforms
Playlist generators for video and music services
AI in medicine ?
Most popular : perform accurate diagnosis
which can be trained on multiple images of cancer ( it can diagnose)
Al application ( vera) ?
Is being used by employers to recruit humans
How it works by
1) Vera is connected to different job sites
2) Recruiters create interview questions
3) Vera scours online resumes and cover letters
4) vera then calls applicants
What are types of autonomous Cars ?
Combination of AI techniques
Self-driving cars (Testing Phase)
Computer vision to identify obstacles and decision making is ?
Combination of AI techniques
Cars communicate with each other to prevent collisions is ?
Self driving Cars (Testing phase)
Determine the behavior of non-player
characters in games
Example: Alien ( Isolation )
Gaming AI agents
What are AI engines of enemy alien ?
The first AI tells the alien where the player is
so it always knows where you are
The second AI gives the alien hints as to how to get to you
AI robot to clean ocean ?
Solar powered robot used to detect and track waste in the marine environment such as :
Navigate autonomously
Avoid obstacle
