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AI Factory Glossary

3,145 technical terms and definitions

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theory of constraints, supply chain & logistics

Theory of constraints focuses improvement on system bottlenecks maximizing throughput.

theory of constraints, toc, production

Focus on bottleneck.

thermal oxide,diffusion

SiO2 grown by heating silicon in oxygen.

thermal oxidizer, environmental & sustainability

Thermal oxidizers combust VOCs at high temperature converting them to carbon dioxide and water.

thermography maintenance, manufacturing operations

Thermographic inspection detects abnormal temperatures indicating electrical or mechanical problems.

thermoreflectance imaging,failure analysis

Measure temperature via reflectance changes.

threat model,security,design

AI helps threat modeling. Identify attack vectors.

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.

time series decomposition, time series models

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

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-dependent dielectric breakdown modeling, tddb, reliability

Model oxide breakdown.

time-lagged ccm, time series models

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

time-resolved emission, failure analysis advanced

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

timeout agent, ai agents

Timeouts halt agent execution after specified duration preventing runaway processes.

timeout handling, llm optimization

Timeout handling cancels long-running requests preventing resource exhaustion.

timestep embedding, generative models

Encode diffusion timestep.

timm,image models,pretrained

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

tinyml, edge ai

Machine learning on microcontrollers.

tiva (thermally induced voltage alteration),tiva,thermally induced voltage alteration,failure analysis

Defect localization using laser heating.

tiva, tiva, failure analysis advanced

Thermally-Induced Voltage Alteration uses localized heating to modulate pn junction characteristics revealing resistive opens and other defects.

together ai,inference,api

Together AI provides LLM APIs and fine-tuning. Competitive pricing. Open model hosting.

token bucket, llm optimization

Token bucket algorithm allows bursts while maintaining average rate limits.

token budget, llm optimization

Token budgets limit context length for cost and latency management.

token budget,llm architecture

Maximum number of tokens an LLM can process or generate in a single request or conversation turn.

token dropping, llm architecture

Token dropping discards excess tokens when expert capacity is exceeded.

token forcing, llm optimization

Token forcing mandates specific tokens at designated positions.

token importance scoring, llm architecture

Assign importance scores to determine computation allocation.

token limit in prompts, generative models

Maximum prompt length.

token merging, transformer

Combine similar tokens to reduce sequence length.

token streaming, llm optimization

Token streaming sends individual tokens immediately rather than waiting for completion.

token-to-parameter ratio, training

Training tokens per parameter.

tokenizer training, nlp

Create tokenizer vocabulary.

tool availability,production

Percentage of time tool is ready.

tool calling agent, ai agents

Tool calling agents invoke external functions APIs or resources to accomplish tasks.

tool calling with validation,ai agent

Validate tool call arguments before execution.

tool discovery, ai agents

Tool discovery enables agents to find and learn about available functions dynamically.

tool documentation, ai agents

Tool documentation describes function capabilities parameters and expected outputs for agent understanding.

tool idle management, environmental & sustainability

Tool idle management powers down unused equipment components reducing standby energy consumption.

tool matching maintenance, production

Keep tools similar.

tool result parsing, ai agents

Tool result parsing extracts relevant information from function outputs for agent reasoning.

tool selection, ai agents

Tool selection chooses appropriate functions from available repertoire for current needs.

tool use / function use,ai agent

LLM decides when and how to call external APIs tools or functions.

tool use training, fine-tuning

Teach models to use external tools.

tool-augmented llms,ai agent

Equip models with calculators search APIs code execution.

toolbench, ai agents

ToolBench evaluates agent ability to use diverse APIs and tools effectively.

toolformer,ai agent

Model trained to decide when and how to use tools.

top-k routing, llm architecture

Top-k routing selects k highest-scoring experts for each token.