EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
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- 3161
Human-in-the-loop Control
A mechanism retaining human oversight and intervention capabilities within automated workflows.
Website pending - 3162
Proactive Agent
An AI system that autonomously initiates actions and plans multi-step tasks rather than merely responding to instructions.
Website pending - 3163
Misalignment
The phenomenon where an AI system's actual behavior or goals diverge from its intended design.
Website pending - 3164
Safety Case
A structured argument demonstrating that system risks are controlled and meet specific safety standards.
Website pending - 3165
API Token
The basic unit used to measure input and output text length in large model services.
Website pending - 3166
Adversarial Extraction
Stealing internal logic or data from black-box models via adversarial means
Website pending - 3167
Model Distillation
A technique training student models using teacher model outputs to compress knowledge
Website pending - 3168
Enterprise LLM
LLM versions offering security, compliance, and customization for business scenarios
Website pending - 3169
Reasoning Effort
A parameter controlling the depth of model thinking before generating an answer
Website pending - 3170
Frontier labs
Research organizations developing state-of-the-art large-scale AI models.
Website pending - 3171
Open-weight models
LLMs with publicly available parameters for download, modification, and deployment.
Website pending - 3172
Mathematical Reasoning
The ability of models to solve complex math problems via logical steps
Website pending - 3173
Trained from Scratch
Learning from data starting with random initialization without relying on pre-trained weights.
Website pending - 3174
Last-mile problem
Difficulties encountered in the final stage of a process or system deployment, preventing full success despite high initial performance.
Website pending - 3175
D&O Insurance
Insurance providing compensation for lawsuits against directors and officers arising from their official acts
Website pending - 3176
Multimodal
Models capable of processing and understanding multiple types of data inputs simultaneously.
Website pending - 3177
Vector Embedding
Converting unstructured data into numerical vectors for similarity computation.
Website pending - 3178
API Pricing
The fee structure developers pay based on usage when calling cloud services via Application Programming Interfaces
Website pending - 3179
Image Generation Model
A system using deep learning algorithms to create visual content from text prompts or other inputs
Website pending - 3180
Safety Alignment
Technical process ensuring AI system behaviors align with human values and safety guidelines
Website pending - 3181
Red Teaming
Adversarial testing method simulating attacker behavior to evaluate system security
Website pending - 3182
Self-Distillation
Process where a model extracts knowledge from its own or a teacher's intermediate representations to optimize itself.
Website pending - 3183
Rubrics
Detailed, structured textual guidelines used to evaluate the quality of model outputs.
Website pending - 3184
Guardrails
Constraints designed to limit AI outputs to prevent harmful or inappropriate behavior.
Website pending - 3185
Alignment
The process of ensuring AI systems behave in accordance with human values and intentions.
Website pending - 3186
Precision-Recall
Metrics pair measuring the accuracy and completeness of positive sample detection.
Website pending - 3187
Code Review
The process of examining source code before it is committed to find errors or improvements.
Website pending - 3188
Vector Similarity Search
Algorithm finding semantically similar content based on vector distance
Website pending - 3189
Agentic Retrieval
Mechanism where an AI agent plans and executes multi-step retrieval tasks
Website pending - 3190
Explainability
The degree to which a model's decision process is transparent and understandable to humans
Website pending - 3191
Idempotency
System property where multiple identical operations yield the same result
Website pending - 3192
Prompt Caching
Reusing computed prefix KV caches to reduce redundant calculations, lowering latency and cost.
Website pending - 3193
FedRAMP
A standardized process for assessing and authorizing cloud service providers' security by the US government.
Website pending - 3194
Agentic Coding Tool
An AI assistant that autonomously plans steps, executes code changes, and verifies results.
Website pending - 3195
Inference Optimization
Techniques to improve prediction speed, reduce latency, or lower computational resource usage
Website pending - 3196
JupyterLab
A web-based interactive computing environment widely used for data science and ML development
Website pending - 3197
Elastic Kubernetes Service
A managed Kubernetes service by AWS that automates container orchestration
Website pending - 3198
AI Governance
Frameworks managing risks and ethics in AI development, deployment, and usage
Website pending - 3199
Compute Cluster
A system of interconnected computers working together to perform parallel processing
Website pending - 3200
LLM Training
The process of optimizing model parameters using massive data and high compute power
Website pending