EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
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3369 records · 38/85
- 1481
Embedding
The process of mapping unstructured data like text into high-dimensional numerical vectors.
Website pending - 1482
Vector Index
A data structure for fast approximate nearest neighbor search, commonly used in semantic retrieval.
Website pending - 1483
Elastic Computing
Technology that dynamically adjusts compute resource allocation based on load, ensuring stability and cost efficiency under high concurrency.
Website pending - 1484
Gating Network
Neural component deciding which experts are activated and their weight distribution
Website pending - 1485
Auxiliary Loss
Additional training objective used to optimize routing balance or prevent expert collapse
Website pending - 1486
Two-level Routing
A hierarchical scheduling strategy that first selects an expert group then a specific expert
Website pending - 1487
Last Mile
The final stage where technology moves from labs or general platforms to actual implementation in specific user scenarios.
Website pending - 1488
Forward Deployed Engineer (FDE)
Engineers stationed at client sites to adapt software products and resolve specific business problems.
Website pending - 1489
Intelligence Explosion
A hypothetical scenario where AI capabilities grow exponentially due to self-improvement, rapidly surpassing human levels.
Website pending - 1490
Constraint Solving
Finding variable values that satisfy a set of specific restrictions, widely used in planning and scheduling.
Website pending - 1491
Algorithm Auto-Design
Process of automatically generating or optimizing algorithm code using machine learning or search techniques
Website pending - 1492
Constraint Solver
Computational programs designed to find solutions satisfying specific mathematical or logical constraints
Website pending - 1493
SAT Problem
Determining if there exists an assignment that makes a Boolean formula true; a canonical NP-complete problem
Website pending - 1494
CANN
Huawei Ascend AI processor heterogeneous computing architecture and software stack
Website pending - 1495
Distributed Communication
Technology exchanging gradients or activations across devices for parallel training
Website pending - 1496
FP8
An 8-bit floating-point format used to reduce memory usage and accelerate computation.
Website pending - 1497
Semantic Understanding
Deep analysis of meaning, logical relationships, and contextual intent behind data
Website pending - 1498
Visual Coding
Technology where AI understands image structure and semantics to generate corresponding code
Website pending - 1499
Trajectory Reasoning
Logical deduction based on historical action paths to generate solutions
Website pending - 1500
Spatial Context
Feature representation space containing geometric position and relational information.
Website pending - 1501
Novel View Synthesis
The technique of generating photorealistic images of a scene from viewpoints not present in the input data.
Website pending - 1502
Sparse Supervision
Training strategy providing supervision signals only at few key positions or samples.
Website pending - 1503
Token-level Supervision
Dense supervision providing labels or rewards for each token in the generated sequence.
Website pending - 1504
Quantized Model
A technique that reduces model size and accelerates inference by lowering weight precision.
Website pending - 1505
Spatial Intelligence
Ability to understand 3D spatial relationships and reason about the physical world
Website pending - 1506
Context Management
Techniques to efficiently organize and retrieve conversation history within limited windows
Website pending - 1507
Code Refactoring
Optimizing code structure without changing external behavior
Website pending - 1508
Online Correction
The ability to dynamically adjust strategies based on real-time feedback during execution
Website pending - 1509
AI Guardrails
Runtime mechanisms restricting model behavior to ensure safety and compliance
Website pending - 1510
Dynamic Taint Analysis
A technique tracking data propagation paths in programs to detect security vulnerabilities
Website pending - 1511
Agentic Search
Search systems capable of autonomous planning, tool invocation, and executing complex tasks
Website pending - 1512
On-device AI
AI technology that runs inference tasks locally on devices rather than in the cloud
Website pending - 1513
Image Editing
The process of modifying, enhancing, or reconstructing existing images.
Website pending - 1514
Object Segmentation
Technology that identifies and isolates specific objects in an image for independent editing.
Website pending - 1515
Motion Capture
Technology recording human movement data for application to digital models
Website pending - 1516
Image Inpainting/Restoration
Algorithmic technique to fill missing parts or recover damaged details in images
Website pending - 1517
Predictive Analytics
Use of historical data and algorithms to forecast future events or trends
Website pending - 1518
AI-Ready Data
Cleaned, labeled, and structurally unified data prepared directly for model training.
Website pending - 1519
Data Silos
Isolated data stored in separate systems that cannot be easily integrated or accessed.
Website pending - 1520
TileLang
A high-level language used for rapid prototyping of GPU operators.
Website pending