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AI Factory Glossary

656 technical terms and definitions

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debonding, advanced packaging

Separate temporarily bonded wafers.

debug,error,bug,issue

Paste your error message or bug description; I will help you localize the cause and suggest concrete fixes and tests.

decap placement, signal & power integrity

Decoupling capacitor placement optimization minimizes impedance across frequency range through strategic positioning.

decap, signal & power integrity

Decoupling capacitors provide local charge reservoirs near circuits supplying transient currents and reducing supply voltage fluctuations.

decapsulation,quality

Remove package to access die for FA.

decision tree extraction, explainable ai

Approximate neural network with tree.

decision tree,forest,ensemble

Decision trees split on features. Random forests ensemble trees.

decision trees for root cause, data analysis

Use decision trees to identify failure causes.

decoder only,causal,autoregressive

Decoder-only transformers (GPT-style) generate left-to-right. Causal masking prevents seeing future tokens.

decoder-only,transformer

Architecture with only decoder blocks (GPT for generation).

decomposed prompting, prompting techniques

Decomposed prompting breaks complex tasks into manageable subtasks.

decomposed prompting,prompt engineering

Split complex task into modular sub-tasks.

decomposition prompting, prompting

Explicitly decompose complex tasks.

decomposition prompting,reasoning

Break complex problems into steps.

deconvolution networks, explainable ai

Reconstruct inputs from features.

decoupling capacitors,design

On-die caps to stabilize power supply.

decreasing failure rate period, reliability

Early failures declining.

dedication, manufacturing operations

Dedication restricts specific equipment to particular products or processes.

deductive program synthesis,code ai

Synthesize from formal specifications.

deductive reasoning,reasoning

Derive conclusions from general principles.

deduplication,near duplicate,quality

Deduplication removes repeated text from training data. Near-duplicate detection. Improves data quality and efficiency.

deep cca, multi-view learning

Neural network extension of CCA.

deep coral, domain adaptation

Neural network with CORAL loss.

deep ensembles,machine learning

Ensemble of independently trained neural networks.

deep koopman, control theory

Learn Koopman representations with deep learning.

deep learning for defect classification, data analysis

CNN for automated defect categorization.

deep level transient spectroscopy, dlts, metrology

Measure trap levels.

deep n-well (dnw),deep n-well,dnw,process

Deep well for isolation.

deep reactive ion etching for tsv, drie, advanced packaging

High-aspect-ratio etching for TSV.

deep trench decap, signal & power integrity

Deep trench capacitors provide high-density decoupling through vertical structures in substrate.

deep visual odometry, robotics

Learn odometry with deep networks.

deep vit training, computer vision

Techniques for training 50+ layer ViTs.

deep voice 2, audio & speech

Deep Voice 2 adds multi-speaker capability to fully convolutional TTS through speaker embeddings.

deep voice 3, audio & speech

Deep Voice 3 adopts attention-based sequence-to-sequence architecture with fully convolutional layers for TTS.

deep voice, audio & speech

Deep Voice is a fully convolutional text-to-speech system replacing recurrent layers with gated convolutions for efficiency.

deepar, time series models

DeepAR is an autoregressive recurrent network that learns probabilistic forecasts across multiple related time series using Monte Carlo sampling.

deepeval,unit test,llm

DeepEval provides unit tests for LLMs. Assert on metrics. CI integration.

deepfake detection,computer vision

Identify AI-generated or manipulated media.

deepfake,synthetic,detection

Deepfakes are AI-generated fake videos. Detection is arms race. Authenticity verification important.

deepfm, recommendation systems

DeepFM combines factorization machines with deep neural networks for end-to-end learning of low and high-order feature interactions.

deepfool, ai safety

Find minimal perturbation to decision boundary.

deepfool, interpretability

DeepFool finds minimal perturbations pushing inputs across decision boundaries.

deeplift, explainable ai

Decompose predictions to input features.

deeplift, interpretability

DeepLIFT compares neuron activations to reference activations assigning importance scores.

deeponet,scientific ml

Learn operators from data.

deepsdf, 3d vision

Learn continuous SDF.

deepseek,chinese,coder

DeepSeek offers strong coding models. DeepSeek-Coder competitive with GPT-4.

deepspeed framework, distributed training

Microsoft's training optimization library.

deepspeed inference,deployment

Microsoft's library for efficient LLM serving.

deepwalk, graph neural networks

Random walk-based graph embeddings.