EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
Entity records
4517 records · 61/113
- 2401
In-Context Learning
Model adjusts behavior based on examples or info in prompt without parameter updates
Website pending - 2402
Conditional Independence
The relationship where variables do not influence each other given certain conditions.
Website pending - 2403
Total Variation Distance
A statistical metric measuring the difference between two probability distributions.
Website pending - 2404
Discrete Diffusion Model
A probabilistic model that generates data by denoising in a discrete space like text.
Website pending - 2405
Phone Discrimination
Metric of ability to distinguish distinct phonetic units
Website pending - 2406
Multilingual Modeling
Architecture where one model handles tasks across multiple languages
Website pending - 2407
Ontological Design
Designing artifacts that shape users' frameworks for understanding reality and possibilities.
Website pending - 2408
Wizard of Oz technique
A prototyping method where humans simulate system responses to evaluate user experience before full implementation.
Website pending - 2409
Matrix Factorization
Decomposing a matrix into products of lower-rank matrices to extract latent features
Website pending - 2410
Gradient Flow
Continuous dynamical system describing parameter evolution along negative loss gradients
Website pending - 2411
PCA
Statistical method reducing dimensionality via orthogonal transformation
Website pending - 2412
Off-policy Reinforcement Learning
Allows training using data generated by policies other than the current one, e.g., experience replay
Website pending - 2413
Temporal Difference (TD) Learning
Combines Monte Carlo and dynamic programming to update value functions by estimating future rewards
Website pending - 2414
SNR
Ratio of signal power to noise power, measuring signal quality
Website pending - 2415
Information Theory
Mathematical theory of the quantification, storage, and communication of information
Website pending - 2416
Data Attribution
Linking model behaviors to the influence of specific training examples
Website pending - 2417
Mechanistic Interpretability
Understanding neural network functions by reverse-engineering internal components
Website pending - 2418
Feature Attribution
Methods quantifying the contribution of input features to model predictions
Website pending - 2419
Long-Horizon Planning
Complex planning tasks involving decision optimization over multiple time steps.
Website pending - 2420
Gradient-Based Planning
A method that uses gradient descent to optimize action sequences for achieving goals.
Website pending - 2421
Adaptive Parallel Reasoning
A method where models dynamically adjust parallel processing strategies based on problem complexity.
Website pending - 2422
Inference-time Scaling
Improving model performance by increasing computational effort during the inference phase.
Website pending - 2423
Inference Cost
The computational expense required for a deployed model to process inputs and generate outputs.
Website pending - 2424
Long-Horizon Interaction
Task processes involving hundreds to thousands of steps of complex decision-making and feedback.
Website pending - 2425
Recursive Summarization
A memory management strategy that continuously compresses old dialogue to maintain context length.
Website pending - 2426
Belief State
An internal structured representation of the environment or task history held by an agent.
Website pending - 2427
Diff
A method of comparing two versions of files to display added, removed, or changed lines.
Website pending - 2428
UTM Tags
URL parameters used to track traffic sources and marketing campaigns
Website pending - 2429
GitHub Actions
A CI/CD automation platform provided by GitHub
Website pending - 2430
Fuzzing
A technique that inputs random or semi-random data into programs to discover vulnerabilities.
Website pending - 2431
Event-Driven Architecture
A pattern where system components communicate asynchronously by producing and consuming events.
Website pending - 2432
Ambient Agent
An autonomous software entity that perceives environmental changes and responds proactively.
Website pending - 2433
Contextual Bandit
A variant of multi-armed bandits that incorporates context features for personalized decision-making
Website pending - 2434
Multi-armed Bandit
An online learning algorithm that balances exploration and exploitation to maximize cumulative reward
Website pending - 2435
Semantic Retrieval
Search technology finding relevant information based on vector similarity rather than keyword matching.
Website pending - 2436
SPICE
In-memory computation engine used by Amazon Quick Sight to accelerate data visualization queries
Website pending - 2437
Row-Level Security (RLS)
Access control mechanism restricting users to view only specific database rows based on identity
Website pending - 2438
Multi-turn RL
An algorithm optimizing cumulative rewards for agents across multiple interaction steps in sequential decision processes.
Website pending - 2439
IaC
The practice of managing and provisioning computing infrastructure through machine-readable definition files.
Website pending - 2440
Deterministic Rules Engine
A system that makes judgments based on predefined logic, producing reproducible outputs without randomness.
Website pending