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AI Factory Glossary

58 technical terms and definitions

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j-lead, packaging

Leads bent under package.

jacobi decoding, inference

Iterative parallel refinement.

jailbreak detection,ai safety

Identify attempts to bypass safety guardrails or content policies.

jailbreak prompts,ai safety

Crafted inputs designed to bypass safety restrictions.

jailbreak, ai safety

Jailbreaking bypasses safety measures through carefully crafted prompts.

jailbreak,bypass,safety

Jailbreaks bypass model safety filters. Cat-and-mouse with defenses. Responsible disclosure.

jailbreak,prompt injection,attack

Prompt injection and jailbreaks try to bypass system rules. Defenses: layered prompts, content filters, tool isolation, and conservative permissions.

jailbreaking attempts, ai safety

Try to bypass safety measures.

jan,local,open source

Jan is open source ChatGPT alternative. Local models. Cross-platform.

jax,xla,functional

JAX is functional ML framework by Google. XLA compilation. Popular for research, TPU-native.

jedec msl standard, jedec, standards

Moisture sensitivity specification.

jedec standards for packaging, jedec, standards

Industry standard specifications.

jedec standards, jedec, business & standards

JEDEC standards specify semiconductor device characteristics test methods and reliability requirements.

jesd22, jesd22, business & standards

JESD22 series defines reliability test methods for semiconductor devices.

jesd47, jesd47, business & standards

JESD47 specifies stress test driven qualification of integrated circuits.

jet impingement, thermal management

Jet impingement cooling directs fluid jets onto hot surfaces achieving high heat transfer coefficients.

jft-300m dataset, jft-300m, computer vision

Google's 300M image dataset.

jft-3b dataset, jft-3b, computer vision

3 billion image dataset.

jidoka, manufacturing operations

Jidoka builds quality at source empowering operators to stop production when abnormalities occur.

jigsaw puzzle pretext, self-supervised learning

Solve jigsaw puzzles.

jigsaw puzzle solving, self-supervised learning

Reconstruct shuffled patches as pretext task.

jina,embedding,multimodal

Jina provides multimodal embeddings. Text, images.

jit compilation, jit, model optimization

Just-in-time compilation translates models to optimized machine code at runtime.

jit compilation, jit, optimization

Just-in-time code generation.

jit manufacturing, jit, supply chain & logistics

Just-In-Time manufacturing minimizes inventory by synchronizing material delivery with production needs reducing carrying costs.

jitter, llm optimization

Jitter adds randomness to retry timing preventing synchronized retries.

jitter, signal & power integrity

Jitter is timing uncertainty in signal transitions from noise crosstalk and supply variations.

job preemption, infrastructure

Interrupt lower-priority jobs.

job rotation, quality & reliability

Job rotation moves employees between positions developing skills and preventing monotony.

job,hiring,interview,career

AI roles: research scientist, ML engineer, prompt engineer, AI safety. Build portfolio, contribute to open source.

jodie, jodie, graph neural networks

JODIE learns embeddings for dynamic graphs through coupled recurrent models predicting future interactions.

johnson transformation, statistics

Flexible transformation system.

joint audio-visual, audio & speech

Joint audio-visual models learn shared representations across modalities for cross-modal tasks.

joint distribution adaptation, domain adaptation

Align both marginal and conditional.

joint energy-based models, jem, generative models

Hybrid discriminative-generative model.

joint space-time attention, video understanding

Attend to all spatiotemporal positions.

joke,humor,generate

Generate jokes and humor. Wordplay, puns.

joule heating, signal & power integrity

Joule heating from resistive losses increases interconnect temperature accelerating electromigration.

jsma, jsma, ai safety

Target specific features to perturb.

json mode, json, llm optimization

JSON mode ensures outputs are valid JSON objects or arrays.

json mode, json, text generation

Force valid JSON output.

json mode,structured generation

Force model to output valid JSON.

json mode,structured output,schema

JSON mode forces model to output valid JSON matching a schema. Reliable for programmatic use of LLM outputs.

jt-vae, jt-vae, graph neural networks

Junction Tree VAE generates valid molecular graphs by constructing molecules from chemical substructures.

jtag (joint test action group),jtag,joint test action group,testing

Standard interface for testing and debugging.

jtag, jtag, advanced test & probe

Joint Test Action Group standard defines boundary scan architecture with TAP controller and instruction register for device testing.

jukebox, audio & speech

Jukebox is a neural network that generates music with singing in raw audio using hierarchical VQ-VAE and sparse transformers.

jukebox,audio

Generates music with singing in raw audio.

junction depth control,diffusion

Precisely control depth of doped regions via implant and diffusion.

junction temperature, thermal management

Junction temperature is the actual semiconductor die temperature determining reliability and performance limits.