Artificial Intelligence A-Z Glossary

Artificial Intelligence A-Z Glossary: Embarking on the journey into Artificial Intelligence can be exciting yet complex. The “Artificial Intelligence A-Z Glossary” is your reliable getting started guide. It demystifies AI jargon and provides a solid foundation to navigate the emerging world of Artificial Intelligence.

Stanford University’s Pedram Mokrian gives a great AI for Business Leadership Video:

Terminology:

• Anthropomorphism: The tendency for people to attribute humanlike qualities to an A.I. chatbot, even though it lacks emotions or sentience.
• Algorithm: A sequence of instructions for problem-solving or computation.
• Bias: Errors in an A.I. model’s output due to skewed training data, potentially leading to inaccurate predictions.
• Chatbot: A computer program engaging in human-like conversations through text or voice interfaces.
• Generative A.I.: Technology creating content by identifying patterns in training data and generating original material.
• Hallucination: A phenomenon in large language models where the system provides incorrect or nonsensical answers due to limitations in its training data and architecture.
• Structured Data: Data with a fixed schema, often stored in tables or databases.
• Unstructured Data: Data without a fixed format, such as text documents, images, or sensor data.

MIT presents AI and What is Intelligence on Machines

Roles:

1. Data Architect (Role): Designs, deploys, and manages an organization’s data architecture, often collaborating with data scientists on AI projects.
2. Data Manager (Role): Acquires data legally, ensures proper versioning and storage, and manages data governance per legal and organizational requirements.
3. Data Scientist (Role): Conducts statistical analysis and data mining to identify trends and relevant information from large data sets.
4. Machine Learning Engineer: Transitions experimental machine learning models to production systems in collaboration with data scientists and DevOps.

Acronyms:

• AI: Artificial Intelligence
• ASR: Automatic Speech Recognition
• ML Ops: Machine Learning Operations
• NLG: Natural Language Generation
• NLP: Natural Language Processing
• NLU: Natural Language Understanding
• RPA: Robotic Process Automation
• TTS: Text to Speech

Use Cases in the News:

• AI-Healthcare Innovation
• AI Revolutionizes Service Management
• Broad Institute and Nvidia, make Healthcare IT News with AI tools for life science research
• The U.S. Air Force AI journey is analyzing deep concerns about granting autonomy to lethal weapons.
• Neuroscience A.I.: the brain activity of a paralyzed woman is translated into words spoken by an avatar on a computer screen.
• School districts who initially blocked A.I. chatbots are now trying to embrace the technology.
• Warning: Cyber Fraud Scammers use A.I. to generate voice deepfakes, to trick people into sending money.