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AI Factory Glossary

653 technical terms and definitions

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throughput dollar-days, manufacturing operations

Throughput dollar-days quantify financial impact of delayed shipments.

throughput,deployment

Number of tokens or requests processed per second.

throughput,production

Number of wafers processed per hour.

ties-merging, model merging

Merge models by resolving conflicts.

tiled diffusion, generative models

Process image in tiles.

tiling strategy, model optimization

Tiling strategies partition computations into cache-friendly blocks improving memory hierarchy utilization.

tilt angle,implant

Wafer tilt to avoid channeling.

tim, tim, thermal management

Thermal Interface Material fills microscopic air gaps between die and heat spreader or heat sink reducing thermal contact resistance.

time above liquidus, packaging

Duration solder is molten.

time buffer, manufacturing operations

Time buffers provide temporal protection allowing recovery from disruptions without impacting throughput.

time per output token (tpot),time per output token,tpot,deployment

Average time to generate each subsequent token.

time series analysis, data analysis

Analyze sequential measurements over time.

time series decomposition, time series models

Time series decomposition separates signals into trend seasonal and residual components for analysis and forecasting.

time series description,nlp

Describe temporal data in text.

time series forecasting for semiconductor, statistics

Predict future behavior.

time series process, manufacturing operations

Time series analysis models temporal correlations in process data.

time series split,temporal,order

Time series split respects temporal order. No future leakage.

time series,forecast,temporal

Time series forecasting predicts future values. LSTMs, Transformers. Finance, demand planning.

time to first token (ttft),time to first token,ttft,deployment

Latency before first output token appears.

time to market, business & strategy

Time to market measures duration from concept to product availability.

time to market, ttm, business

Speed of product launch.

time to volume, ttv, business

Time to reach volume production.

time-aware attention, graph neural networks

Time-aware attention mechanisms weight edges by recency and temporal patterns in dynamic graphs.

time-based maintenance, production

Maintain on fixed schedule.

time-conditioned nerf, 3d vision

NeRF with time as input.

time-dependent breakdown, yield enhancement

Time-dependent dielectric breakdown characterizes oxide reliability under constant stress.

time-dependent dielectric breakdown (tddb),time-dependent dielectric breakdown,tddb,reliability

Dielectric failure over time under voltage stress.

time-dependent dielectric breakdown modeling, tddb, reliability

Model oxide breakdown.

time-dependent variation, manufacturing

Changes over time.

time-lagged ccm, time series models

Time-lagged convergent cross mapping identifies optimal delays for detecting causality in nonlinear dynamical systems.

time-of-flight sims (tof-sims),time-of-flight sims,tof-sims,metrology

Surface mass spectrometry.

time-resolved cathodoluminescence, metrology

Measure luminescence dynamics.

time-resolved emission, failure analysis advanced

Time-resolved photoemission correlates emission timing with circuit activity isolating intermittent or dynamic failures.

time-resolved pl, metrology

Measure carrier lifetime.

timed etch,etch

Stop based on predetermined time.

timeout agent, ai agents

Timeouts halt agent execution after specified duration preventing runaway processes.

timeout configuration,software engineering

Set time limits for operations.

timeout handling, llm optimization

Timeout handling cancels long-running requests preventing resource exhaustion.

timeout,deadline,sla

Set timeouts for LLM calls. SLA defines acceptable latency. Timeout and return error rather than hang indefinitely.

timesformer, video understanding

Pure attention for video.

timestep embedding, generative models

Encode diffusion timestep.

timing closure challenge,design

Difficulty in meeting timing at advanced nodes.

timing closure,design

Meet all timing constraints in the design.

timing closure,slack,critical path

Timing closure ensures signals arrive on time. Slack = margin. Critical path is slowest. Iterate until all paths meet timing.

timing error detection and correction, design

Detect and recover from timing failures.

timing margin, design & verification

Timing margins represent buffer between actual delays and timing constraints.

timing margin,design

Safety margin in timing to account for variations.

timing yield, design & verification

Timing yield is percentage of manufactured parts meeting timing requirements under variations.

timm,image models,pretrained

timm (PyTorch Image Models) has hundreds of pretrained vision models. Transfer learning.

tin barrier,beol

Titanium nitride diffusion barrier.