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AI Factory Glossary

244 technical terms and definitions

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v-groove formation, process

Anisotropic etch creating grooves.

vacancy cluster, defects

Multiple vacancies together.

vacancy, defects

Missing atom in lattice.

vacuum chuck, manufacturing operations

Vacuum chucks hold wafers using suction during processing or measurement.

vacuum packaging, packaging

Package under vacuum.

vacuum pump, manufacturing operations

Vacuum pumps evacuate process chambers creating low-pressure environments.

vacuum robot,automation

Robot that operates in vacuum chambers.

vacuum sealing, packaging

Remove air from package.

vae decoder for ldm, vae, generative models

Reconstruct images from latent.

vae encoder for ldm, vae, generative models

Compress images to latent.

validation,holdout,overfit

Validation set monitors overfitting. Loss goes up on validation = overfitting. Stop training or regularize.

validation,val set,holdout

Validation set evaluates model during training without updating weights. Helps tune hyperparameters and detect overfitting.

valor, valor, reinforcement learning advanced

Variational Autoencoding Learning of Options discovers skills by maximizing diversity in latent skill space.

value alignment, ai safety

Value alignment ensures model objectives match human values and intentions.

value alignment,ai alignment

Ensure AI behavior aligns with human values.

value stream mapping, manufacturing operations

Value stream mapping visualizes material and information flow identifying waste and improvement opportunities.

value stream mapping, production

Visualize material and information flow.

valuedice, reinforcement learning advanced

ValueDice performs off-policy imitation learning by matching state-action distributions using learned stationary distribution correction ratios.

valve actuation, manufacturing equipment

Valve actuation controls chemical flow through automated switching.

van der pauw hall, metrology

Hall measurement on arbitrary shape.

van der pauw structure,metrology

Measure sheet resistance of films.

van der pauw, yield enhancement

Van der Pauw method measures sheet resistance using four-point probe on arbitrary shapes.

vapor chamber, thermal

Sealed chamber for two-phase cooling.

vapor chamber, thermal management

Vapor chambers use evaporation and condensation of working fluid to spread heat with extremely high effective thermal conductivity.

vapor phase cleaning,clean tech

Use heated chemical vapors instead of liquids for cleaning.

vapor phase decomposition, vpd, metrology

Collect surface contaminants for analysis.

var model, var, time series models

Vector autoregression models multiple time series jointly where each variable depends linearly on its own lags and lags of other variables.

variability,manufacturing

Random and systematic variations in transistor parameters across wafer and die.

variable air volume, environmental & sustainability

Variable air volume systems adjust airflow based on demand reducing fan energy consumption.

variable naming, code ai

Suggest meaningful variable names.

variable speed drive, environmental & sustainability

Variable speed drives adjust motor speed to demand reducing energy versus fixed-speed operation.

variables control charts, spc

Charts for continuous data.

variance analysis project, quality & reliability

Variance analysis compares actual progress to baseline identifying deviations.

variance-covariance regularization, self-supervised learning

Prevent collapse via variance and covariance.

variance-exploding diffusion, generative models

Variance grows during process.

variance-preserving diffusion, generative models

Maintain variance during process.

variation-aware library,design

Cell models including process variations.

variational autoencoder (vae) for text,generative models

Apply VAE to discrete text generation.

variational filtering, time series models

Variational filtering approximates posterior distributions in state space models through optimization.

variational inference,machine learning

Approximate Bayesian inference.

variational quantum algorithms, quantum ai

Hybrid quantum-classical optimization.

variational quantum eigensolver (vqe),variational quantum eigensolver,vqe,quantum ai

Hybrid quantum-classical algorithm.

variational quantum eigensolver advanced, vqe, quantum ai

Hybrid quantum-classical for molecular energies.

variational rnn, time series models

Variational RNNs use stochastic latent variables enabling probabilistic sequence modeling and generation.

vast ai,marketplace,gpu

Vast.ai marketplace connects GPU renters and providers. Cheap spot GPUs. Variable reliability.

vb-hmm diarization, vb-hmm, audio & speech

Variational Bayes HMM for diarization models speaker turns through Bayesian inference.

vc dimension, vc, advanced training

Vapnik-Chervonenkis dimension measures model complexity as the largest set of points that can be shattered by the hypothesis class.

vector database, rag

Vector databases efficiently store and search high-dimensional embeddings.

vector db,faiss,milvus,qdrant

A vector DB stores embeddings and lets you do similarity search. Core component for RAG and semantic search systems.

vector quantization, model optimization

Vector quantization clusters weight vectors into codebook enabling shared representations.