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AI Factory Glossary

395 technical terms and definitions

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fairness,bias,discrimination

AI fairness ensures equal treatment across groups. Demographic parity, equalized odds. Audit for bias.

fairscale, distributed training

PyTorch extension for large-scale training.

faiss (facebook ai similarity search),faiss,facebook ai similarity search,vector db

Library for efficient similarity search in high dimensions.

faiss, faiss, rag

FAISS provides library for efficient similarity search and clustering of dense vectors.

faiss, faiss, rag

Library for efficient vector search.

faiss,facebook,similarity

FAISS is Facebook similarity search. Billion-scale.

faithful chain-of-thought,reasoning

Ensure reasoning steps are logically sound.

faithfulness to retrieved context, rag

Generate only from provided documents.

faithfulness, rag

Faithfulness ensures generated answers are supported by provided context.

fake news detection,nlp

Classify news articles as real or fake.

fakenewsnet, evaluation

Fake news benchmark.

falcon,foundation model

Open-source LLM trained on high-quality web data.

falcon,tii,open

Falcon is TII open source LLM. High quality training data.

fallback model, llm optimization

Fallback models provide backup responses when primary systems fail.

fallback strategies,reliability

Backup plans when primary method fails.

false negative rate in moderation, ai safety

Missed harmful content.

false path, design & verification

False paths cannot propagate signals during functional operation allowing timing exception.

false positive rate in moderation, ai safety

Incorrectly flagged safe content.

fan-out wafer-level packaging,advanced packaging

Package dies at wafer level with RDL extending beyond die area.

faq,questions,answer

Generate FAQ content. Common questions, clear answers.

fashion design,content creation

AI-assisted clothing design.

fast adversarial training, ai safety

Efficient adversarial training.

fast corner, design & verification

Fast corner combines process voltage and temperature conditions maximizing transistor speed.

fast geometric ensembling (fge),fast geometric ensembling,fge,machine learning

Collect models along training trajectory.

fast-fast (ff) corner,design

Fast process high voltage low temperature.

fast-slow (fs) corner,design

nFET fast pFET slow.

fastai,practical,pytorch

fastai is practical deep learning library. Built on PyTorch.

fastapi,python,modern

FastAPI is modern Python web framework. Async, type hints, auto docs. Great for ML APIs.

fastspeech, audio & speech

FastSpeech generates mel-spectrograms in parallel using length regulators and duration predictors for fast and controllable speech synthesis.

fastspeech2, audio & speech

FastSpeech 2 adds variance adaptors for pitch energy and duration prediction enabling more expressive and accurate speech synthesis.

fat-tree topology, infrastructure

Common datacenter network topology.

fault coverage, advanced test & probe

Fault coverage quantifies percentage of possible defect types detected by test patterns or program.

fault coverage,testing

Percentage of possible defects detectable by test.

fault detection classification, manufacturing operations

Fault detection and classification identifies and categorizes equipment abnormalities.

fault isolation, yield enhancement

Fault isolation traces failures to root causes using physical analysis correlated with test results.

fault localization,code ai

Pinpoint error-causing statements.

fault tolerance in training, infrastructure

Continue despite failures.

fault tolerance, manufacturing operations

Fault tolerance enables systems to continue functioning despite component failures.

fault tolerance,reliability

Continue operating despite component failures.

fault tree analysis, fta, reliability

Top-down failure analysis.

fault tree analysis,reliability

Analyze failure causes.

fault-tolerant quantum computing, quantum ai

Quantum computing with error correction.

fbnet, neural architecture search

FBNet uses differentiable NAS with hardware-aware latency loss to discover efficient architectures optimized for specific mobile devices.

fcanet, computer vision

Attention in frequency domain.

fci algorithm, fci, time series models

Fast Causal Inference algorithm discovers causal graphs allowing for hidden confounders.

fd-soi (fully depleted soi),fd-soi,fully depleted soi,technology

Thin body that fully depletes.

fd-soi (fully-depleted soi),fd-soi,fully-depleted soi,technology

Ultra-thin SOI with fully depleted channel.

fdc (fault detection and classification),fdc,fault detection and classification,process

Monitor tool sensors to detect and diagnose faults.

fea thermal, fea, thermal management

Finite Element Analysis for thermal problems discretizes geometry solving heat conduction equations with boundary conditions.

feature attribution in transformers, explainable ai

Identify important features.