Chapter 23: Virtualization. Cloud Computing, and AI

Question 1

AI

Answer 1

Artificial Intelligence - automates routine tasks usually processed by system admin. Uses computer systems to do tasks once done by humans

Question 2

Intergrating AI

Answer 2

Integrating AI into an existing system or application improves how systems and processes work. AI can bring high level algorithms, machine learning, and natural language processing (NLP) to applications/systems it integrates with. Helps with data analyze, decision making, automation

Question 3

AI Can help with repetitive tasks such as

Answer 3

System updates, backups, managing user accounts, log analysis, etc.

Question 4

AI Security Benefits

Answer 4

Scanning for threats, vulnerabilities, suspicious actions, incident response. Can protect against data manipulation, insider threats, and data breaches.

Question 5

AI Anti-Malware

Answer 5

Protects against malicious behaviors, zero-day attacks, false positives, new malware/viruses

Question 6

AI Scripting & Programming

Answer 6

Provides automated code generation, automated testing and bug detection, natural language processing (NLP), code optimization,

Question 7

AI Server configuration & maintenance

Answer 7

Predictive monitoring, proactive maintenance, dynamic resource optimization, server management, security.

Question 8

AI Policies/Procedures

Answer 8

Policies and procedures revolve around the appropriate use of AI & avoiding plagiarism with AI

Question 9

Appropriate Use Policy

Answer 9

Regulation & legality, ethics, fairness,

Question 10

GDPR

Answer 10

European Union - General Data Protection Regulation (GDPR) - Protects personal identifiable information (PII)

Question 11

United States AI Laws

Answer 11

Data and PII protection laws - misusing protected data risks legal consequences

Question 12

AI Model Training

Answer 12

AI learns from vast data sets -> neural networks identify trends -> fine tuning improves accuracy -> GPUS and TPUS power AI Training

Question 13

OECD

Answer 13

Organization for Economic Cooperation and Development (OECD) - recommends AI policy also focus on fairness, avoiding unintended bias or discrimination

Question 14

AI Policies Standard

Answer 14

AI policies should promote high standard of quality and usage. Development testing, and validation, performance.

Question 15

Plagirism

Answer 15

Taking credit for someone else’s work. Avoid plagiarism by citing all research, writing, editing, speaking

Question 16

Generative AI

Answer 16

Makes things. Able to develop data: text images code and more. Probably fastest growing form of AI

Question 17

Predictive AI

Answer 17

analyses data to produce forecasts and predictions

Question 18

Bias or inaccuracy in AI Learning Data

Answer 18

If there are bias or inaccuracy in AI’s learning data set he AI will reiterate bad bias or inaccuracy

Question 19

Hallucinations

Answer 19

One major flaw detected in many generative AI tool is a penchant for inventing or marking up a result. Many generative AI tools can produce a result that is fabricated, although is presented as factual.

Question 20

Public AI

Answer 20

Created to provide AI resources that are focused on public benefit

Question 21

Private AI

Answer 21

on-premise, closely controlled. Database is always under the control of its organization