EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
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- 1001
Question-Answering Chain
Process structures handling QA tasks based on techniques like RAG.
Website pending - 1002
Due Diligence
Systematic assessment of risks and value of a target entity prior to a transaction
Website pending - 1003
Deep Agents
Autonomous agent systems capable of multi-step reasoning, tool use, and long-term memory
Website pending - 1004
Meta-Agent
Advanced agent systems designed to manage, monitor, or optimize the behavior of other agents
Website pending - 1005
LLM Application Development
The engineering practice of building software products with specific functionalities based on large language models.
Website pending - 1006
Live Steering
Strategy to dynamically adjust model behavior or prompts based on immediate feedback during dialogue
Website pending - 1007
Full-Stack Tracing
End-to-end monitoring and recording of all components and steps a request passes through in a system.
Website pending - 1008
Persistence Layer
A software component responsible for storing data, such as session history, to a database to ensure durability
Website pending - 1009
Stateful Agent
An autonomous agent that retains context, memory, or internal variables and updates them across multiple interactions
Website pending - 1010
Parallel Invocation
A concurrency pattern where multiple independent API requests are initiated simultaneously to reduce total wait time.
Website pending - 1011
Perceived Latency
The subjective response time felt by users, which can be optimized via UI feedback rather than solely through backend speed improvements.
Website pending - 1012
Tracing
Recording the complete call chain of a request in distributed systems to locate performance bottlenecks
Website pending - 1013
LLM Gateway
Middleware between applications and model APIs for routing, monitoring, and controlling requests
Website pending - 1014
PII Redaction
Technology that automatically identifies and hides Personally Identifiable Information during data processing.
Website pending - 1015
Model Fallback
A fault-tolerance mechanism that automatically switches to a backup model when the primary one fails or is unavailable.
Website pending - 1016
High-risk AI System
AI applications deployed in critical sectors requiring strict transparency and safety standards.
Website pending - 1017
Stateless Protocol
A communication mode where servers do not store client session info; each request is handled independently
Website pending - 1018
OAuth
An open standard authorization protocol allowing third-party apps to access resources without obtaining user passwords.
Website pending - 1019
Supervisor Agent
An orchestrating agent in a multi-agent architecture responsible for planning tasks, delegating work, and coordinating sub-agents.
Website pending - 1020
Agent Context
Information provided to an AI agent to understand task background, constraints, and available tools
Website pending - 1021
Context Window Management
Strategies to optimize LLM input volume to balance performance and cost.
Website pending - 1022
Deterministic Code
Program logic that guarantees identical output for identical input, ensuring consistency.
Website pending - 1023
Agent Workspace
An isolated execution environment providing an agent with sandboxes, tools, and context.
Website pending - 1024
Secure Sandbox
Isolated code execution environment preventing malicious operations or data leakage
Website pending - 1025
Federated Agents
Multiple autonomous agents collaborating, often involving distributed management of data or decision-making authority.
Website pending - 1026
System One Thinking
Derived from psychology, referring to fast, intuitive, and low-computational-cost cognitive processing.
Website pending - 1027
Long-horizon Agent
AI agents executing multi-step complex tasks while maintaining long-term context consistency
Website pending - 1028
Long-context Reasoning
The ability of a model to maintain logical coherence and memory while processing extremely long input sequences.
Website pending - 1029
Iterative Denoising
The process of gradually removing noise to recover clear data samples from a random distribution
Website pending - 1030
Bidirectional Attention
An attention mechanism allowing the model to focus on all positions before and after simultaneously
Website pending - 1031
Discrete Diffusion Language Model (dLLM)
A non-autoregressive architecture that generates text by iteratively denoising a fixed-length sequence
Website pending - 1032
P2P
A decentralized network architecture where nodes exchange data directly
Website pending - 1033
Model Ensemble
Combining predictions from multiple models to improve overall performance
Website pending - 1034
MoE Routing
Similar mechanism to MoE: dynamically selecting the most suitable sub-model for specific inputs
Website pending - 1035
Bounded Collaboration
Interaction process among multiple models or agents within limited scope or steps
Website pending - 1036
Inference Control Plane
Infrastructure layer responsible for managing, routing, and coordinating LLM inference requests
Website pending - 1037
Codec Token
Discrete representation units of audio signals after neural codec encoding.
Website pending - 1038
Time to First Packet (TTFP)
The latency measured from the initiation of a request until the arrival of the first packet of response data.
Website pending - 1039
Expert Routing
The decision process in MoE models that dynamically assigns inputs to specific expert sub-networks
Website pending - 1040
Relative Positional Encoding
A mechanism calculating attention weights based on relative distance between tokens rather than absolute positions
Website pending