EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
RECORDS
Entity records
3366 records · 32/85
- 1241
Recursive Language Model
Model architecture handling complex logic via self-invocation or hierarchical structures
Website pending - 1242
Agent Arena
Evaluation platform comparing AI agents' task execution capabilities and costs.
Website pending - 1243
Proximal Point Algorithm
An iterative optimization method solving regularized subproblems to approximate the original problem.
Website pending - 1244
Client Drift
The phenomenon in federated learning where local updates deviate from the global optimum.
Website pending - 1245
Variational Inequality
A generalized optimization framework often used to describe game equilibria or constrained problems.
Website pending - 1246
Activation Steering
Technique controlling model output by modifying internal activation values
Website pending - 1247
Symbolic Equivalence
A method to determine if two mathematical expressions are logically identical
Website pending - 1248
Serialization
The process of converting data structures into linear formats for transmission or storage
Website pending - 1249
Incremental Delivery
A method of splitting large changes into small batches for continuous integration to reduce risk.
Website pending - 1250
In-Context Learning
Model adjusts behavior based on examples or info in prompt without parameter updates
Website pending - 1251
Conditional Independence
The relationship where variables do not influence each other given certain conditions.
Website pending - 1252
Total Variation Distance
A statistical metric measuring the difference between two probability distributions.
Website pending - 1253
Discrete Diffusion Model
A probabilistic model that generates data by denoising in a discrete space like text.
Website pending - 1254
Phone Discrimination
Metric of ability to distinguish distinct phonetic units
Website pending - 1255
Multilingual Modeling
Architecture where one model handles tasks across multiple languages
Website pending - 1256
Ontological Design
Designing artifacts that shape users' frameworks for understanding reality and possibilities.
Website pending - 1257
Wizard of Oz technique
A prototyping method where humans simulate system responses to evaluate user experience before full implementation.
Website pending - 1258
Matrix Factorization
Decomposing a matrix into products of lower-rank matrices to extract latent features
Website pending - 1259
Gradient Flow
Continuous dynamical system describing parameter evolution along negative loss gradients
Website pending - 1260
PCA
Statistical method reducing dimensionality via orthogonal transformation
Website pending - 1261
Off-policy Reinforcement Learning
Allows training using data generated by policies other than the current one, e.g., experience replay
Website pending - 1262
Temporal Difference (TD) Learning
Combines Monte Carlo and dynamic programming to update value functions by estimating future rewards
Website pending - 1263
SNR
Ratio of signal power to noise power, measuring signal quality
Website pending - 1264
Information Theory
Mathematical theory of the quantification, storage, and communication of information
Website pending - 1265
Data Attribution
Linking model behaviors to the influence of specific training examples
Website pending - 1266
Mechanistic Interpretability
Understanding neural network functions by reverse-engineering internal components
Website pending - 1267
Feature Attribution
Methods quantifying the contribution of input features to model predictions
Website pending - 1268
Long-Horizon Planning
Complex planning tasks involving decision optimization over multiple time steps.
Website pending - 1269
Gradient-Based Planning
A method that uses gradient descent to optimize action sequences for achieving goals.
Website pending - 1270
Adaptive Parallel Reasoning
A method where models dynamically adjust parallel processing strategies based on problem complexity.
Website pending - 1271
Inference-time Scaling
Improving model performance by increasing computational effort during the inference phase.
Website pending - 1272
Inference Cost
The computational expense required for a deployed model to process inputs and generate outputs.
Website pending - 1273
Long-Horizon Interaction
Task processes involving hundreds to thousands of steps of complex decision-making and feedback.
Website pending - 1274
Recursive Summarization
A memory management strategy that continuously compresses old dialogue to maintain context length.
Website pending - 1275
Belief State
An internal structured representation of the environment or task history held by an agent.
Website pending - 1276
Diff
A method of comparing two versions of files to display added, removed, or changed lines.
Website pending - 1277
UTM Tags
URL parameters used to track traffic sources and marketing campaigns
Website pending - 1278
GitHub Actions
A CI/CD automation platform provided by GitHub
Website pending - 1279
Fuzzing
A technique that inputs random or semi-random data into programs to discover vulnerabilities.
Website pending - 1280
Event-Driven Architecture
A pattern where system components communicate asynchronously by producing and consuming events.
Website pending