F (28 terms)

F1 Score Harmonic mean of precision and recall; useful when balancing false positives/negatives matters. Intermediate Factor Graph Graphical model expressing factorization of a probability distribution. Intermediate Fair Lending Ensuring models comply with lending fairness laws. Intermediate False Negative Failure to detect present disease. Intermediate Fast Takeoff Sudden jump to superintelligence. Advanced FDA Clearance US approval process for medical AI devices. Intermediate Feature A measurable property or attribute used as model input (raw or engineered), such as age, pixel intensity, or token ID. Intermediate Feature Engineering Designing input features to expose useful structure (e.g., ratios, lags, aggregations), often crucial outside deep le... Intermediate Feature Store Centralized repository for curated features. Intermediate Federated Learning Training across many devices/silos without centralizing raw data; aggregates updates, not data. Intermediate Feedback Using output to adjust future inputs. Intermediate Feedback Amplification AI reinforcing market trends. Advanced Feedback Loop Using production outcomes to improve models. Intermediate Feedback Loop Collapse Model trained on its own outputs degrades quality. Intermediate Few-Shot Learning Achieving task performance by providing a small number of examples inside the prompt without weight updates. Intermediate Few-Shot Prompting Multiple examples included in prompt. Intro Fine-Tuning Updating a pretrained model’s weights on task-specific data to improve performance or adapt style/behavior. Intermediate Fisher Information Measures how much information an observable random variable carries about unknown parameters. Intermediate Flash Crash Sudden extreme market drop. Advanced Flat Minimum A wide basin often correlated with better generalization. Intermediate Flow-Based Model Exact likelihood generative models using invertible transforms. Advanced Forced Alignment Aligns transcripts with audio timestamps. Intermediate Forecasting Predicting future values from past observations. Intermediate Formal Verification Mathematical guarantees of system behavior. Advanced Forward Kinematics Computing end-effector position from joint angles. Advanced Fraud Detection Identifying suspicious transactions. Intermediate Friction Model Mathematical representation of friction forces. Advanced Function Calling Constraining model outputs into a schema used to call external APIs/tools safely and deterministically. Intermediate