AI Factory Glossary

skin lesion classification,healthcare ai

Classify skin conditions from photos.

skipinit, optimization

Initialize residual branches to zero.

skipnet, model optimization

SkipNet learns to skip layers adaptively for different inputs reducing computation.

sla, sla, supply chain & logistics

Service Level Agreements define expected supplier performance including delivery times defect rates and response requirements.

sla,uptime,reliability

Define SLAs: 99.9% uptime, p95 latency < 500ms. Monitor and alert on SLA breaches. Reliability is feature.

slam with learning (simultaneous localization and mapping),slam with learning,simultaneous localization and mapping,robotics

Learn-based SLAM methods.

slanted triangular learning rates, transfer learning

Learning rate schedule for transfer learning.

slate recommendation, recommendation systems

Slate recommendation jointly optimizes ordered lists of items considering inter-item dependencies and position effects.

slate-level bandits, recommendation systems

Slate-level bandits extend contextual bandits to jointly optimize item sets considering within-slate interactions.

slew rate, signal & power integrity

Slew rate measures signal transition speed affecting noise generation and timing margins.

slide deck generation,content creation

Create presentation slides.

sliding window attention patterns,llm architecture

Only attend to recent tokens within fixed window.

sliding window attention,transformer

Attention mechanism that only attends to nearby tokens within a fixed window to handle long sequences.

sliding window context, prompting

Move window as conversation progresses.

sliding window super-resolution, video generation

Process overlapping windows.

sliding window, llm optimization

Sliding window attention restricts attention to local neighborhoods reducing complexity.

sliding window, time series models

Sliding window forecasting maintains fixed-length training history discarding oldest observations.

sliding window,local attention,sparse

Sliding window attention limits each token to nearby tokens. Linear complexity. Mistral uses 4K sliding window.

slimmable networks, neural architecture

Train single network supporting multiple widths.

slo,objective,target

SLOs define target reliability (99.9% uptime). Error budget approach. Balance reliability and velocity.

slogan,tagline,marketing

Create slogans and taglines. Memorable, catchy.

slot attention,computer vision

Decompose scenes into object slots.

slot filling, dialogue

Extract required information.

slot filling,dialogue

Extract specific information to fill predefined slots.

slot rules,design

Design rules for openings in metal planes.

slot-based architectures, neural architecture

Represent information in discrete slots.

slow corner, design & verification

Slow corner combines conditions minimizing transistor speed verifying setup timing.

slow feature analysis, video understanding

Learn slowly-varying features.

slow-fast (sf) corner,design

nFET slow pFET fast.

slow-slow (ss) corner,design

Slow process low voltage high temperature.

slowfast networks, video understanding

Separate pathways for slow and fast motion.

slurm, infrastructure

HPC workload manager.

slurry,cmp

Abrasive particles + chemicals used in CMP.

small angle x-ray scattering (saxs),small angle x-ray scattering,saxs,metrology

Characterize nanostructures.

small language model, llm architecture

Small language models provide efficiency with fewer parameters.

small outline integrated circuit, soic, packaging

Standard SOP variant.

small outline package, sop, packaging

Surface mount with gull-wing leads.

smaller-the-better, quality & reliability

Smaller-the-better characteristics should be minimized consistently.

smart cut process, substrate

Specific ion-cut method for SOI.

smart cut,substrate

SOI fabrication using hydrogen implant and splitting.

smart manufacturing,production

Integrate IoT AI and automation for intelligent fab operations.

smed, smed, manufacturing operations

Single-Minute Exchange of Die reduces setup times to single-digit minutes through methodology.

smed, smed, production

Quick changeover methodology.

smif (standard mechanical interface),smif,standard mechanical interface,automation

Sealed wafer pod system for contamination control.

smif, smif, manufacturing operations

Standard Mechanical Interface enables automated wafer transfer maintaining cleanliness.

smiles generation, smiles, chemistry ai

Generate molecular SMILES strings.

smo (source-mask optimization),smo,source-mask optimization,lithography

Co-optimize illumination source and mask pattern.

smol developer,small,coding

Smol Developer is simple AI developer agent. Generates apps.

smooth overlap of atomic positions, soap, materials science

Descriptor for atomic environments.

smoothgrad, explainable ai

Average gradients over noisy inputs.