Data Minimization
Definition
Data minimization is a core privacy principle requiring organizations to limit data β¦
2
Stereotype
Definition
In AI, stereotypes arise when models learn and amplify societal biases present in β¦
Wumpus World
Definition
The Wumpus World is a grid-based environment introduced in Russell and Norvig’s AI β¦
Zero-Shot Prompting
Definition
Zero-shot prompting involves asking a pre-trained language model to complete a task β¦
Whisper
Definition
Whisper is a general-purpose speech recognition model designed to handle various β¦
Workplace impact of artificial intelligence
Definition
This concept encompasses the transformative influence of AI on the labor market, β¦
Weak artificial intelligence
Definition
Weak artificial intelligence, also known as narrow AI, refers to systems engineered to β¦
Way of the Future
Definition
While not a strict technical term, ‘Way of the Future’ describes the paradigm β¦
Vibevoice
Definition
Vibevoice is a conceptual or branded approach to Text-to-Speech (TTS) technology that β¦
Virtual Intelligence
Definition
Virtual Intelligence encompasses any artificial intelligence system designed to function β¦
Uncensored
Definition
In the context of artificial intelligence, ‘uncensored’ typically describes β¦
United States Tech Force
Definition
The term ‘United States Tech Force’ generally denotes the large segment of β¦
Trustworthy AI
Definition
Trustworthy AI encompasses principles and practices ensuring that AI systems operate β¦
Type Checker
Definition
In software engineering, particularly for AI libraries written in Python, C++, or Rust, a β¦
Toxicity
Definition
Toxicity in AI refers to the generation or propagation of content that is disrespectful, β¦
Toy problem
Definition
In artificial intelligence and computer science, a toy problem is a highly simplified β¦
Thinking
Definition
While humans think biologically, AI ’thinking’ involves computational β¦
Thudm
Definition
THUDM (Tsinghua University Natural Language Processing Research Group) is a prominent β¦
Text To Speech
Definition
Text-to-speech (TTS) is a type of assistive technology that reads digital text aloud to β¦
The AI Con
Definition
The AI Con is an annual event dedicated to investigating and highlighting deceptive β¦
Text Generation
Definition
Text Generation is a fundamental application paradigm in natural language processing β¦
Text To Audio
Definition
Text To Audio is a broad term covering technologies that transform textual input into β¦
Text To Image
Definition
Text To Image refers to the application of generative artificial intelligence to β¦
Tensor
Definition
In computer science and deep learning, a tensor is a mathematical object that generalizes β¦
TensorBoard
Definition
TensorBoard is a suite of web applications for inspecting and understanding TensorFlow β¦
Symbol level
Definition
In artificial intelligence, the symbol level represents a high-level abstraction where β¦
Tanh
Definition
The hyperbolic tangent (Tanh) function is a non-linear activation function commonly used β¦
Streaming
Definition
Streaming refers to the continuous ingestion and processing of data in real-time or β¦
Stability
Definition
In machine learning, stability refers to the robustness of a model’s performance β¦
Source Attribution
Definition
Source attribution refers to the systematic tracking and labeling of origins for data, β¦
Smart speaker industry in South Korea
Definition
This term refers to the specific regional market dynamics surrounding smart speakers in β¦
Smart object
Definition
Smart objects are components of the Internet of Things (IoT) that possess unique β¦
Server-Sent Events
Definition
Server-Sent Events (SSE) enable one-way communication from the server to the client, β¦
Serverless
Definition
Serverless architecture allows developers to build and run applications without managing β¦
Sigmoid
Definition
The sigmoid function, defined as Ο(z) = 1 / (1 + e^-z), is widely used in machine β¦
Sentence Similarity
Definition
Sentence similarity measures the degree of semantic overlap between two distinct β¦
SentencePiece
Definition
SentencePiece is a popular open-source library for text normalization and tokenization, β¦
Schema-agnostic databases
Definition
These databases enable dynamic data modeling by not enforcing rigid table structures or β¦
Right to explanation
Definition
The right to explanation is a core component of algorithmic accountability, particularly β¦
Reranking
Definition
Reranking is a strategy used in information retrieval and recommendation systems to β¦
Responsible AI
Definition
Responsible AI encompasses principles and practices aimed at mitigating the risks β¦
Regularization
Definition
Regularization is a crucial concept in machine learning designed to reduce generalization β¦
Reliability
Definition
Reliability in AI refers to the trustworthiness and consistency of a system’s β¦
Rate Limiting
Definition
Rate limiting protects AI services and APIs from abuse, overload, and excessive resource β¦
Qwen3.5
Definition
Qwen3.5 denotes a specific release in the Qwen lineage developed by Alibaba Cloud. This β¦
Qwen3.6
Definition
Qwen3.6 represents a further refinement in the Qwen3 family of models. Minor version β¦
Qwen
Definition
Qwen represents a family of advanced large language models created by Alibaba β¦
Qwen Edit
Definition
Qwen Edit denotes specific functionalities or model iterations within the Qwen series β¦
Qloo
Definition
Qloo operates as a data intelligence company specializing in understanding human β¦
Quantification
Definition
In the context of AI and data science, quantification refers to the transformation of β¦
Problem solving
Definition
In artificial intelligence, problem solving refers to the systematic approach of β¦
Pretrained
Definition
The term ‘pretrained’ describes a neural network model that has undergone β¦
Phi3
Definition
Phi-3 is a series of small language models (SLMs) released by Microsoft, designed to β¦
Personoid
Definition
A personoid is an entity, either robotic or virtual, engineered to resemble or behave β¦
Perusall
Definition
Perusall is an educational technology platform that leverages artificial intelligence to β¦
Pedagogical agent
Definition
A pedagogical agent is a software component, often embodied as a virtual character, that β¦
Paraphrasing
Definition
Paraphrasing in Natural Language Processing involves generating alternative expressions β¦
Pattern Recognition
Definition
Pattern Recognition is a branch of artificial intelligence and statistics concerned with β¦
Owain Evans
Definition
Owain Evans is a computer scientist and educator, currently associated with the Center β¦
Operation Serenata de Amor
Definition
Operation Serenata de Amor is a pioneering open-source project that applies artificial β¦
Outline of machine learning
Definition
This term describes the structural classification of machine learning into supervised, β¦
Ocr
Definition
Optical Character Recognition (OCR) uses image processing and pattern recognition β¦
Offline learning
Definition
Also known as batch learning, offline learning involves training machine learning models β¦
Nso
Definition
The acronym NSO can have multiple meanings depending on context. In technical AI β¦
Non-human
Definition
This term is often used in discussions regarding the rights, responsibilities, and social β¦
Normalization
Definition
Common methods include Min-Max scaling and Z-score standardization. This process ensures β¦
Nature Machine Intelligence
Definition
Nature Machine Intelligence is a high-impact academic journal dedicated to publishing β¦
Multilingual
Definition
Multilingual models are designed to handle diverse linguistic inputs without requiring β¦
Multimodal
Definition
In artificial intelligence, multimodality describes the capability of a model to β¦
Mountain Car Problem
Definition
The Mountain Car Problem is a standard benchmark in reinforcement learning research. The β¦
MobileNet
Definition
MobileNets utilize depthwise separable convolutions to drastically reduce computational β¦
Model Index
Definition
The index file, typically named ‘model_index.json’, contains structured β¦
Misinformation
Definition
Misinformation refers to false or misleading information shared without the deliberate β¦
Microservices
Definition
In the context of AI engineering, microservices allow different components of an AI β¦
MindsDB
Definition
MindsDB acts as a bridge between traditional relational databases and modern machine β¦
MediSafe controversy
Definition
The MediSafe controversy refers to a significant ethical discussion in the early days of β¦
Mask Generation
Definition
Mask generation involves producing spatial or temporal masks that determine which β¦
Math
Definition
In the context of artificial intelligence, mathematics provides the theoretical framework β¦
Machine perception
Definition
It bridges the gap between raw sensor inputs and meaningful semantic understanding, β¦
Lynda Soderholm
Definition
Lynda Soderholm is a recognized figure in the technology sector, particularly noted for β¦
Long Context
Definition
Long context refers to the capacity of transformer-based models to handle extensive input β¦
Llama 2
Definition
Released by Meta AI in July 2023, Llama 2 represents a significant evolution in β¦
Llama 3
Definition
Introduced in April 2024, Llama 3 builds upon the success of Llama 2 with substantial β¦
Linear predictor function
Definition
In statistical modeling and machine learning, a linear predictor function represents the β¦
Llama
Definition
Llama (Large Language Model Meta AI) is a series of foundational large language models β¦
Liar's dividend
Definition
The liar’s dividend refers to the societal risk posed by advanced generative AI, β¦
Limited Memory AI
Definition
Limited Memory AI represents the second level of AI capability, where systems can learn β¦
Learning curve
Definition
Typically, a learning curve displays training and validation scores on the y-axis against β¦
Lazy learning
Definition
Lazy learners, such as k-Nearest Neighbors (k-NN), memorize the entire training dataset β¦
Label noise
Definition
Label noise refers to discrepancies between the true class labels of data instances and β¦
Kimi K2
Definition
Kimi K2 represents a significant iteration in Moonshot AI’s series of large β¦
Kimi K25
Definition
Kimi K25 is an advanced iteration within the Kimi family of models produced by Moonshot β¦
Intelligent word recognition
Definition
Intelligent Word Recognition refers to advanced optical character recognition (OCR) β¦
Is This What We Want?
Definition
This phrase represents a pivotal question in AI ethics and governance, prompting β¦
K-line
Definition
A K-line, commonly referred to as a candlestick chart in Western markets, is a graphical β¦
Instruction Following
Definition
Instruction following refers to the ability of large language models and other AI systems β¦
Instance-based learning
Definition
Also known as memory-based learning, this technique does not build a generalized model β¦
Inauthentic text
Definition
Inauthentic text refers to written material produced by AI systems or humans with β¦
IDE Integration
Definition
This practice involves connecting AI models, such as Large Language Models, to software β¦
Hyperparameter
Definition
Unlike model parameters (weights and biases) that are learned from data during training, β¦
Hugging Face
Definition
Hugging Face is a prominent company and online platform that has become central to the β¦
Human Problem Solving
Definition
Human problem solving encompasses the multifaceted cognitive abilities humans employ to β¦
Harmful Content
Definition
Harmful content refers to digital media or text that can cause physical, psychological, β¦
Hf Asr Leaderboard
Definition
The HF ASR Leaderboard is a community-driven metric platform hosted by Hugging Face, β¦
Guardrails
Definition
Guardrails refer to a set of software controls and policy enforcement layers integrated β¦
Hardware for artificial intelligence
Definition
AI hardware refers to specialized computing devices optimized for the massive parallel β¦
Graphics processing unit
Definition
A GPU is a high-performance processor originally developed for handling graphics β¦
Grok
Definition
Grok is a large language model chatbot created by Elon Musk’s company, xAI. It is β¦
Gpt2
Definition
Generative Pre-trained Transformer 2 (GPT-2) is an autoregressive language model that β¦
Google Research
Definition
Google Research is the academic and industrial research arm of Google LLC, focusing on β¦
Google Clips
Definition
Google Clips was a consumer electronics device developed by Google that utilized β¦
Generative model
Definition
Generative models are algorithms designed to understand the patterns and structures β¦
Gender digital divide
Definition
This sociotechnical concept highlights disparities where women and girls often have less β¦
Generative AI
Definition
These systems, including large language models and diffusion models, do not merely β¦
GPT-5.6
Definition
GPT-5.6 refers to a speculative or forthcoming version in the lineage of OpenAI’s β¦
GDPR Compliance
Definition
GDPR compliance refers to the legal and technical measures AI developers must implement β¦
Fon
Definition
In the context of AI terminology, ‘Fon’ is often used to describe the core β¦
Fill Mask
Definition
Fill Mask is a fundamental pre-training objective used in transformer-based models like β¦
Finetuned
Definition
Finetuning refers to the technique of taking a model that has already been trained on a β¦
Feature scaling
Definition
Feature scaling standardizes the range of input variables to prevent features with larger β¦
Feed-Forward Network
Definition
Feed-Forward Networks (FFNs), also known as Multi-Layer Perceptrons (MLPs), process data β¦
Falcon
Definition
Falcon refers to a series of powerful large language models (LLMs) created by the β¦
Experiment Tracking
Definition
This practice involves logging hyperparameters, dataset versions, model architectures, β¦
Evaluation of binary classifiers
Definition
This field involves analyzing metrics such as accuracy, precision, recall, F1-score, and β¦
Environmental impact of AI
Definition
This term refers to the significant resource requirements associated with AI β¦
Epoch
Definition
In machine learning, an epoch represents a single iteration over the entire training β¦
Eager learning
Definition
In eager learning, the system constructs a general target function or model based on the β¦
Early Stopping
Definition
Early stopping is a form of regularization used primarily in iterative training processes β¦
Document Classification
Definition
Document classification is a fundamental natural language processing task where β¦
Diffusion Single File
Definition
Diffusion Single File refers to a packaging strategy for machine learning models, β¦
Diffusers:Stablediffusionpipeline
Definition
This is the foundational pipeline for the Stable Diffusion v1.5 model, widely used for β¦
Diffusers
Definition
Hugging Face Diffusers is a modular toolkit designed to simplify the use of diffusion β¦
Dataset:Trivia QA
Definition
TriviaQA is a dataset designed for open-domain question answering, featuring over a β¦
Dataset:Wikihow
Definition
The WikiHow dataset consists of approximately 60,000 how-to articles collected from the β¦
Dataset:Yahoo Answers Topics
Definition
The Yahoo Answers Topics dataset is a subset of the larger Yahoo Answers archive, β¦
Decision list
Definition
A decision list is a type of machine learning model that represents knowledge as a β¦
DeepSeek
Definition
DeepSeek refers to a family of artificial intelligence models created by the company β¦
Dense
Definition
In neural networks, ‘dense’ refers to fully connected layers where each β¦
Dataset:Snli
Definition
SNLI is a benchmark dataset containing over 500,000 labeled sentence pairs annotated with β¦
Dataset:Ms Marco
Definition
MS MARCO (Microsoft Machine Reading Comprehension) is a widely used dataset in natural β¦
Dataset:Multi Nli
Definition
MultiNLI is a crowdsourced corpus available through the GLUE benchmark, designed to β¦
Dataset:Gooaq
Definition
GooAQ is a dataset compiled from the Google Answers service, featuring a massive β¦
Dataset:Embedding Data/Qqp
Definition
Quora Question Pairs (QQP) is a binary classification dataset containing over 400,000 β¦
Dataset:Bigcode/The Stack Dedup
Definition
The Stack Dedup is a specialized subset of The Stack, a massive repository of open-source β¦
Dataset:Bookcorpus
Definition
BookCorpus is a collection of texts from over 10,000 unpublished books, scraped from the β¦
Dataset:Eli5
Definition
ELI5 (Explain Like I’m Five) is a dataset derived from the Reddit community of the β¦
Data exploration
Definition
Data exploration, often referred to as Exploratory Data Analysis (EDA), is a critical β¦
Data preprocessing
Definition
Data preprocessing is the essential task of transforming raw, unstructured, or noisy data β¦
Data-driven model
Definition
A data-driven model is a type of artificial intelligence system where behavior and β¦
Data annotation
Definition
This critical step involves attaching meaningful metadata to raw data points so that β¦
Data Augmentation
Definition
This method artificially expands the training dataset by creating modified versions of β¦
Cross-validation
Definition
Cross-validation is a statistical method used to estimate the skill of machine learning β¦
Cybersecurity
Definition
Cybersecurity encompasses the technologies, processes, and practices designed to protect β¦
Coqui
Definition
Coqui Technologies was a prominent player in the open-source AI community, best known for β¦
Continuous Deployment
Definition
Continuous Deployment is an extension of continuous delivery that automates the entire β¦
Confusion matrix
Definition
A confusion matrix is a specific table layout that allows visualization of the β¦
Consent
Definition
In AI ethics, consent refers to the voluntary and informed permission granted by users or β¦
Content Filtering
Definition
Content filtering involves using algorithms and rules to scan, classify, and control the β¦
Comparison of machine learning software
Definition
This term refers to the systematic assessment and benchmarking of various machine β¦
Competition in artificial intelligence
Definition
Competition in artificial intelligence describes the intense global race to advance AI β¦
Coding
Definition
Coding, also known as programming, involves translating human logic and requirements into β¦
Circuit
Definition
In the context of AI, a circuit typically denotes the underlying hardware architecture β¦
Character computing
Definition
This concept focuses on the manipulation of text where the fundamental unit of β¦
Caching
Definition
In AI engineering, caching optimizes performance by keeping recent or frequent query β¦
CIML community portal
Definition
The CIML community portal serves as a digital hub for the academic and professional β¦
Business process automation
Definition
Business Process Automation (BPA) involves leveraging software and AI to streamline β¦
Binary classification
Definition
Binary classification is a fundamental machine learning problem where the output variable β¦
Batch Processing
Definition
Batch processing involves aggregating data inputs into a group, or batch, before β¦
Batch Size
Definition
Batch size is a critical hyperparameter that determines how many samples are processed β¦
Bag-of-words model
Definition
This natural language processing technique represents text as a multiset of words, β¦
Base rate
Definition
In statistics and machine learning, the base rate refers to the underlying frequency of a β¦
Automated decision-making
Definition
Automated decision-making (ADM) relies on software systems to make choices that β¦
Artificial intelligence controversies
Definition
AI controversies encompass the wide range of ethical, legal, and societal disputes β¦
Artificial intelligence in education
Definition
AI in education involves using machine learning, natural language processing, and β¦
Artificial intelligence in hiring
Definition
AI in hiring utilizes algorithms to automate and enhance various stages of the β¦
Ameca
Definition
Ameca is a state-of-the-art humanoid robot featuring over 40 degrees of freedom in its β¦
Anomaly detection
Definition
Anomaly detection, also known as outlier detection, involves analyzing data to find β¦
Alexander Y. Tetelbaum
Definition
Alexander Y. Tetelbaum is an individual acknowledged within the academic and technical β¦
Accountability
Definition
Accountability in artificial intelligence refers to the obligation of individuals, β¦
ASR-complete
Definition
The term ASR-complete signifies that an Automatic Speech Recognition system has reached a β¦
AI washing
Definition
AI washing is a term analogous to greenwashing, describing the deceptive marketing β¦
AI-assisted software development
Definition
AI-assisted software development involves leveraging machine learning models to support β¦
AI effect
Definition
The AI effect describes the shifting boundary of what constitutes ‘artificial β¦
AI literacy
Definition
AI literacy refers to the competencies needed to navigate a world increasingly influenced β¦
AI addiction
Definition
AI addiction describes a behavioral condition where individuals develop a compulsive β¦
AI anthropomorphism
Definition
AI anthropomorphism refers to the psychological phenomenon where users project human β¦
AI browser
Definition
An AI browser is a web browsing application that incorporates artificial intelligence β¦
AI data center
Definition
An AI data center is a physical facility optimized for running artificial intelligence β¦
AI Mode
Definition
AI Mode refers to a specific operational state within digital platforms or applications β¦
AI Overviews
Definition
AI Overviews are condensed summaries produced by large language models that aggregate and β¦
Vision
Definition
Computer Vision (CV) is a branch of artificial intelligence that trains computers to β¦
Token Limit
Definition
Token limit defines the context window size constraint for large language models, β¦
Transparency
Definition
Transparency ensures that stakeholders can understand how an AI model arrives at its β¦
Question Answering
Definition
Question Answering (QA) involves retrieving or generating accurate responses to user β¦
REST API
Definition
REST APIs enable communication between clients and servers by utilizing stateless β¦
Retrieval
Definition
Retrieval refers to the technical process of searching and extracting specific β¦
Softmax
Definition
Softmax is widely used in the output layer of neural networks for multi-class β¦
Testing
Definition
Testing in AI engineering involves rigorously assessing models against diverse datasets β¦
Named Entity Recognition
Definition
Named Entity Recognition (NER) is a subtask of information extraction that locates and β¦
Optimization
Definition
In machine learning, optimization refers to the algorithms used to adjust model β¦
Overfitting
Definition
Overfitting occurs when a model learns the training data too well, including its random β¦
Knowledge Base
Definition
A knowledge base serves as a digital library containing curated data, documents, or facts β¦
Latency
Definition
Latency measures the responsiveness of an AI service, typically expressed in β¦
Gradient Descent
Definition
Gradient descent is a first-order iterative optimization algorithm for finding a local β¦
Human-in-the-Loop
Definition
Human-in-the-loop (HITL) refers to AI systems that require human intervention at various β¦
Docker
Definition
Docker enables developers to package an application with all its dependencies into a β¦
Few-Shot Prompting
Definition
This method leverages the in-context learning capabilities of large language models by β¦
Flux
Definition
In computational contexts, flux describes the rate of transfer of a quantity through a β¦
Continuous Integration
Definition
Continuous Integration (CI) is a critical DevOps practice that automates the integration β¦
Claude
Definition
Claude is a series of advanced large language models created by the AI safety company β¦
AI Ethics
Definition
AI Ethics encompasses the framework of principles and standards designed to ensure that β¦
trade-off
Definition
In AI and engineering, a trade-off refers to the balance required when optimizing β¦
vision-based
Definition
Vision-based paradigms utilize cameras and image processing algorithms to extract β¦
pre-trained
Definition
A pre-trained model is a foundational AI model that has undergone extensive training on β¦
task-specific
Definition
Task-specific refers to AI models or components tailored to excel at a narrow set of β¦
one-step
Definition
In machine learning and optimization, one-step methods solve problems directly without β¦
open-weight
Definition
Open-weight models differ from fully open-source AI because only the final learned β¦
multi-stage
Definition
Multi-stage approaches break down intricate workflows into manageable segments, allowing β¦
high-quality
Definition
In artificial intelligence, high-quality typically describes data or model outputs that β¦
large-scale
Definition
Large-scale refers to the magnitude of components within an AI system, often involving β¦
low-cost
Definition
Low-cost AI focuses on efficiency, aiming to reduce the barriers to entry and operational β¦
first-order
Definition
In artificial intelligence and mathematics, ‘first-order’ typically describes β¦
held-out
Definition
A ‘held-out’ dataset consists of examples intentionally excluded from the β¦
high-level
Definition
In AI, ‘high-level’ denotes abstractions that simplify complex processes. β¦
decision-making
Definition
In artificial intelligence, decision-making refers to the algorithmic process where a β¦
fine-tuned
Definition
Fine-tuning involves taking a model that has already been trained on a large, general β¦
black-box
Definition
In AI, a black-box model refers to complex systems like deep neural networks where the β¦
Unlike
Definition
In database querying and logic, ‘Unlike’ typically refers to the NOT LIKE β¦
View
Definition
In database management, a view acts as a saved SQL query that behaves like a table but β¦
Visual
Definition
The term ‘visual’ in AI primarily pertains to Computer Vision, the field β¦
Together
Definition
While not a strict technical term, ’together’ in AI contexts often implies β¦
Token
Definition
Tokens are the fundamental building blocks of input data in NLP, typically representing β¦
Towards
Definition
In AI development, ’towards’ often describes the trajectory of optimization β¦
Transformers
Definition
The term ‘Transformers’ often refers to the widely used Python library β¦
Tuning
Definition
Tuning involves refining a machine learning model to achieve better accuracy or β¦
Test
Definition
The test set is a portion of data held out during the training process to evaluate the β¦
State
Definition
A state represents all relevant information needed to determine future behavior in β¦
Structural
Definition
Structural aspects define how data or neural network layers are organized. In graph β¦
Supervised
Definition
Supervised learning involves feeding an algorithm with data that includes both inputs and β¦
Process
Definition
Within AI development, a process denotes the systematic workflow required to transform β¦
Prompt
Definition
A prompt serves as the primary interface for interacting with large language models and β¦
Random
Definition
Randomness is fundamental in AI for initializing model weights, shuffling datasets, and β¦
Robot
Definition
A robot is an autonomous or semi-autonomous mechanical device designed to perform tasks β¦
Robots
Definition
Robots encompass a diverse class of machines that can be classified by their mobility, β¦
Scale
Definition
In artificial intelligence, scaling typically involves increasing the size of datasets, β¦
Scientific
Definition
The scientific approach in artificial intelligence emphasizes evidence-based development β¦
Security
Definition
AI security encompasses measures designed to safeguard machine learning models, data β¦
Source
Definition
In AI contexts, ‘source’ typically denotes the provenance of training β¦
Policies
Definition
In the context of artificial intelligence and technology governance, policies refer to β¦
Open
Definition
The term ‘open’ in artificial intelligence contexts often describes two β¦
Point
Definition
A point in AI contexts usually denotes a discrete coordinate within a feature space or β¦
Numerical
Definition
In the context of AI and data science, numerical refers to data types or methods that β¦
Object
Definition
An object is a fundamental concept in computer science, particularly in object-oriented β¦
Motion
Definition
In computer vision and robotics, motion refers to the detection and analysis of movement β¦
Multi
Definition
The prefix ‘multi-’ is frequently used in AI to denote architectures or β¦
Matching
Definition
Matching is a critical technique in machine learning used to establish relationships β¦
Modeling
Definition
AI modeling encompasses the entire workflow of designing, training, and validating β¦
Local
Definition
In artificial intelligence, ’local’ typically denotes operations performed β¦
Machine Learning
Definition
Machine Learning (ML) enables computers to learn patterns from historical data and make β¦
Large Language Model
Definition
Large Language Models (LLMs) are advanced artificial intelligence systems based on β¦
Linear
Definition
Linear operations involve multiplication and addition without non-linear activations. In β¦
Knowledge
Definition
In AI, knowledge often refers to explicit information stored in databases, ontologies, or β¦
Global
Definition
The term ‘global’ in AI typically contrasts with ’local,’ β¦
Graph
Definition
A graph is a fundamental data structure in AI comprising vertices (nodes) and edges β¦
Foundation
Definition
In artificial intelligence, a foundation model refers to a large-scale machine learning β¦
Generated
Definition
The term ‘generated’ describes output produced by generative AI models, such β¦
Feedback
Definition
Feedback mechanisms allow AI systems to learn from their interactions with users or β¦
Flow
Definition
Data flow encompasses the path data takes from ingestion to final output within an AI β¦
Evidence
Definition
In artificial intelligence, evidence refers to empirical data, statistical results, or β¦
Experimental
Definition
Experimental denotes AI components that are currently being tested, researched, or β¦
Experiments
Definition
Experiments in AI involve systematic testing of variables to understand cause-and-effect β¦
Extensive
Definition
Extensive refers to the scale and comprehensiveness of AI operations, such as large-scale β¦
Efficient
Definition
Efficiency is a critical metric in artificial intelligence that measures how well a model β¦
Evaluation
Definition
Evaluation involves systematically measuring how well an AI model performs on specific β¦
Divergence
Definition
In the context of optimization, divergence occurs when the parameters of a model update β¦
Domain
Definition
In machine learning, particularly in transfer learning, a domain is defined by two β¦
Dynamic
Definition
Unlike static systems with fixed architectures or predetermined execution paths, dynamic β¦
Control
Definition
In artificial intelligence, control refers to the mechanisms and algorithms used to guide β¦
Decision
Definition
Decision-making in AI involves selecting the optimal action from a set of possibilities β¦
Direct
Definition
In AI contexts, ‘direct’ often describes architectures or inference paths β¦
Combining
Definition
This concept encompasses methods like ensemble learning, where predictions from several β¦
Context
Definition
In natural language processing, context is crucial for resolving ambiguity, such as β¦
Benchmark
Definition
In artificial intelligence, a benchmark is a standardized test suite or dataset designed β¦
Building
Definition
Building refers to the end-to-end engineering process of creating AI solutions, which β¦
Aware
Definition
In AI contexts, ‘aware’ typically refers to situational or contextual β¦
Bench
Definition
A benchmark serves as a standardized reference point for comparing the capabilities of β¦
Action
Definition
In artificial intelligence and robotics, an action refers to a specific step or decision β¦
Adaptive
Definition
In AI, ‘adaptive’ describes systems or algorithms that can adjust their β¦
Analysis
Definition
In the context of AI, analysis refers to the systematic examination of data, model β¦
Embedding
Definition
Embeddings are dense vector representations of data where semantic relationships are β¦
Hallucination
Definition
Hallucinations occur when generative AI models produce output that appears plausible but β¦
Inference
Definition
Inference refers to the deployment stage where a finalized model is used to make β¦
Computer Vision
Definition
Computer vision focuses on replicating human visual capabilities through computational β¦
Bias
Definition
In AI ethics, bias refers to systematic and unfair discrimination in algorithmic β¦
Prompt Engineering
Definition
Prompt engineering involves crafting specific inputs, known as prompts, to elicit β¦