AI Factory Glossary

robotics,manipulation,control

Robot learning: manipulation, locomotion, navigation. Sim-to-real transfer. Foundation models for robots.

robust aggregation, federated learning

Defend against Byzantine clients.

robust control charts, spc

Resistant to outliers.

robust design principles, design

Design insensitive to variation.

robust design, quality & reliability

Robust design optimizes performance consistency across varying conditions.

robust loss functions, machine learning

Handle outliers and noise.

robust optimization, optimization

Optimize for worst-case scenarios.

robust parameter design, doe

Optimize for insensitivity to noise.

robust training methods, ai safety

Train models to be adversarially robust.

robustness testing, testing

Evaluate against perturbations.

robustness to instruction phrasing, evaluation

Handle different phrasings.

robustness to paraphrasing,ai safety

Watermark survives text modifications.

robustness, ai safety

Robustness ensures consistent safe behavior across diverse inputs and conditions.

roc auc,curve,threshold

ROC curve shows TPR vs FPR. AUC measures overall quality.

rocket, rocket, time series models

ROCKET generates thousands of random convolutional kernels and uses resulting features for time series classification with ridge regression.

rocm,amd,hip

ROCm is AMD GPU computing platform. HIP is CUDA-like API. Growing ecosystem for AMD GPUs in AI.

rocm,hardware

AMD's open-source GPU compute platform.

rohs compliance, standards

Restriction of Hazardous Substances.

roi, roi, business & strategy

Return on Investment measures profitability relative to capital invested.

roland, roland, graph neural networks

ROLAND performs representation learning on dynamic attributed networks by jointly modeling structural evolution and node feature dynamics.

role prompting, prompting techniques

Role prompting assigns persona or expertise to model shaping response style and knowledge.

role-play jailbreaks, ai safety

Pretend model is unrestricted.

roleplay,character,fiction

AI roleplay and creative fiction. Character consistency.

rollback,revert,previous version

Fast rollback capability essential. Keep previous model version ready. One-click revert if issues detected.

rolled throughput yield (rty),rolled throughput yield,rty,production

Cumulative yield across all steps.

rolled throughput yield optimization, rty, production

Maximize cumulative yield.

rolled throughput yield, quality & reliability

Rolled throughput yield multiplies step yields representing cumulative multi-step process yield.

rolling forecast, time series models

Rolling forecast updates model with new observations before predicting next value maintaining recency.

romanization, nlp

Convert to Latin script.

rome, rome, model editing

Edit facts by updating weights.

roofline model, optimization

Performance model relating bandwidth and compute.

room simulation, audio & speech

Room simulation augments speech with reverberation and acoustic effects for robustness.

root cause analysis (rca),root cause analysis,rca,production

Investigate and identify underlying cause of defects or failures.

root cause analysis for equipment, rca, production

Investigate tool failures.

root cause analysis for systems,operations

Investigate system failures.

root cause investigation, quality & reliability

Root cause investigations systematically identify fundamental problem sources.

root cause, quality & reliability

Root causes are fundamental reasons for nonconformities whose elimination prevents recurrence.

rope (rotary position embedding),rope,rotary position embedding,transformer

Encode relative positions through rotation.

rotary embedding implementation, optimization

Efficient RoPE computation.

rotate, graph neural networks

RotatE models relations as rotations in complex space enabling composition and inversion properties.

rotate,graph neural networks

Rotational embeddings in complex space.

rotation prediction pretext, self-supervised learning

Predict image rotation.

rotation prediction, self-supervised learning

Predict image rotation as pretext task.

rouge score, rouge, evaluation

ROUGE evaluates summarization through recall of reference n-grams.

rouge score,evaluation

Recall-based metric for summarization quality.

rough path theory, theory

Mathematical framework for dealing with irregular paths.

rough-cut capacity, supply chain & logistics

Rough-cut capacity planning validates feasibility of master production schedule at aggregate level.

roughing pump, manufacturing operations

Roughing pumps provide initial evacuation to moderate vacuum levels.

round robin testing, quality

Multiple labs measure same samples.

router networks, neural architecture

Route inputs to specialized subnetworks.