IT terms with technical background.

Categories: Software, laws, business models, network concepts

Artificial Intelligence Concept

Also: AI

Umbrella term for methods that automate tasks previously performed primarily by humans

→ Artificial Intelligence as an Umbrella Term

AI Act Law

Also: EU AI Act, AI Regulation, Artificial Intelligence Act

EU regulation governing AI systems according to risk levels - in force since August 2024, deadlines for High-Risk AI postponed to 2027/2028 by the Digital Omnibus

API Concept

Also: Application Programming Interface, Interface, Programming Interface, REST API, Web API

An interface that allows programs to communicate with each other without requiring human intervention

Chat Model Concept

Also: Instruct Model, Instruction-Tuned Model

Foundation Model adapted through fine-tuning for conversational behavior and instruction following

→ How a Language Model Works

Cloud Act Law

Also: CLOUD Act, Clarifying Lawful Overseas Use of Data Act, US Cloud Act

US law that allows U.S. authorities to access data held by U.S. companies worldwide, regardless of where the servers are located

Cloud Model Concept

Also: Cloud API, Cloud-Based Model

Language model that runs on a provider's infrastructure and is accessed through an API

→ Local AI Models: Concepts and Requirements

Compound Words Concept

Also: Compound Word, Compounds

Compound words that tokenizers often split into multiple fragments - particularly relevant in German

→ Prompts: Why Wording Changes the Answer

Context Window Concept

Also: Context Length

Maximum number of tokens that a language model can process at the same time

→ How a Language Model Works

CPU Hardware

Also: Processor, Central Processing Unit, Main Processor

Versatile main processor of a computer with a small number of powerful cores and comparatively limited parallelism

→ Local AI Models: Concepts and Requirements

Deployer Law

Also: AI Act Deployer

Under the AI Act, the role of the person or organization that professionally uses an AI system under its own responsibility

Deterministic Concept

Also: Determinism

Property of a computation that produces the same output for identical input - for language models, depending on the inference configuration, especially the temperature setting

→ Prompts: Why Wording Changes the Answer

Digital Omnibus Law

Also: AI Omnibus, Digital Omnibus on AI

EU legislative package (not an official legal title, but a commonly used collective term) that amends several existing digital laws—including the AI Act—through a single legislative procedure

Fine-Tuning Concept

Also: Fine Adjustment, Additional Training

Additional training of an already trained Foundation Model for a specific task or style

→ How a Language Model Works

Foundation Model Concept

Also: Base Model, Foundation Model

Language model directly after pretraining, without additional fine-tuning for conversational behavior

→ How a Language Model Works

GDPR Law

Also: General Data Protection Regulation, EU Data Protection Regulation, EU GDPR

EU law that regulates how organizations must handle personal data - in force since May 2018

General-Purpose AI Law

Also: GPAI, General-Purpose AI Model, Foundation Model (AI Act context)

Category defined by the AI Act for AI models with a wide range of possible uses, such as those underlying modern language models

GGUF Hardware

Also: GGUF Format, GGUF File

File format for quantized language models that enables local execution with tools such as llama.cpp or Ollama

→ Local AI Models: Concepts and Requirements

Golden Share Business

Also: Special Share, Special Stock, Veto Share

A special share that grants its holder veto rights over important corporate decisions—often used by governments to retain control

GPU Hardware

Also: Graphics Processor, Graphics Processing Unit

Processor that performs many simple computations in parallel, making it particularly well suited for language model inference

→ Local AI Models: Concepts and Requirements

Hallucination Concept

Also: AI Hallucination

Plausible-sounding but factually incorrect information generated by a language model

→ How a Language Model Works

High-Risk AI Law

Also: High-Risk AI System

AI system that, under the AI Act, poses significant risks to safety or fundamental rights and is therefore subject to strict obligations—high risk is a property of the use, not of the technology

Inference Concept

Use of a trained language model to generate a response without changing the model itself

→ How a Language Model Works

IP Address Concept

Also: IP, Internet Protocol Address, IPv4, IPv6, Public IP, Private IP

Unique number that identifies every device on a network - like a mailing address for computers

→ IP Addresses and Ports: The Foundation of Self-Hosting

Language Model Concept

Also: LLM, Large Language Model

Neural network specialized in processing text and representing language as probability calculations

→ How a Language Model Works

Local Model Concept

Also: On-Premises Model

Language model that runs on local hardware instead of being accessed through a provider's cloud API

→ Local AI Models: Concepts and Requirements

Lua Programming

Also: Lua Programming Language, Lua 5.1, LuaJIT

Lightweight embeddable programming language from Brazil, developed at a university without corporate funding

Neural Network Concept

Also: Artificial Neural Network

Mathematical function with trainable weights that progressively transforms input values into output values

→ How a Language Model Works

Parameter Concept

Also: Model Parameter, Weights, Weight

Trainable numerical values in a neural network that determine the behavior of a language model

→ How a Language Model Works

PRISM Security

Also: PRISM Program, NSA PRISM, US-5334

Classified NSA surveillance program that provides standardized access to data held by U.S. technology companies based on Section 702 orders

Prompt Concept

Also: Input, User Prompt

Text input that forms the starting point for a language model's computation

→ Prompts: Why Wording Changes the Answer

Prompt Engineering Concept

Also: Prompt Design, Prompt Creation

Deliberate formulation of prompts to increase the likelihood of a more suitable model response

→ Prompts: Why Wording Changes the Response

Prompt Injection Concept

Conflicting instruction placed within the context that competes with the System Prompt or the user's intent for the same probability distribution

→ Prompts: Why Wording Changes the Answer

Provider Law

Also: AI Act Provider

Under the AI Act, the role of the person or organization that develops an AI system and places it on the market under its own name or trademark

Quantization Concept

Also: Model Quantization

Reduction of the numerical precision of model parameters to decrease memory usage and computational cost

→ Local AI Models: Concepts and Requirements

RAM Hardware

Also: System Memory, Random Access Memory, Main Memory

Fast, volatile computer memory that stores model parameters for processing by the CPU

→ Local AI Models: Concepts and Requirements

RSS Protocol

Also: RSS Feed, Really Simple Syndication, Rich Site Summary, Feed, Atom Feed, Web Feed

Standardized format for subscribing to website content without relying on platform algorithms

Self-Attention Concept

Also: Attention Mechanism

Mechanism that relates every token to every other token within the context to determine its meaning

→ How a Language Model Works

Shadow Ban Concept

Also: Invisible Ban, Reach Restriction, Algorithmic Filtering, Hidden Censorship, Shadowban

Your posts remain online but are shown to far fewer people—without informing you.

SSD Hardware

Also: Solid State Drive, Flash Storage, NVMe SSD, SATA SSD

Storage device with no moving parts—faster and more durable than traditional hard drives, but with a finite write endurance

System Prompt Concept

Also: System Instruction

Instruction text sent to the model before the user's input that establishes a framework without enforcing it

→ Prompts: Why Wording Changes the Answer

Tech Foundation Concept

Also: Technology Foundation, Software Foundation, Open Source Foundation, Tech Foundation, Foundation

Organization that manages open-source projects - often funded and influenced by large technology companies

Temperature Concept

Also: Sampling Temperature

Setting that controls how predictable or varied a language model selects tokens

→ Prompts: Why Wording Changes the Answer

Token Concept

Also: Tokens, Language Model Token

Smallest unit of text processed by a language model - part of a word, a whole word, or a sequence of characters

→ How a Language Model Works

Tokenization Concept

Also: Tokenizing, Tokenizer

Breaking text into tokens before a language model can process it

→ Prompts: Why Wording Changes the Answer

Training Concept

Also: Model Training, Pretraining

Process in which the parameters of a neural network are adjusted using example data

→ How a Language Model Works

Transformer Concept

Also: Transformer Architecture, Transformer Model

Neural network architecture that relates tokens through Self-Attention and forms the foundation of modern language models

→ How a Language Model Works

Transparency Obligation Law

Also: Transparency Obligations, Disclosure Obligation

AI Act requirement that certain AI systems or their outputs must be recognizable as such to humans

Venture Capital Concept

Also: VC, Risk Capital, Startup Capital, Equity Investor, Equity Financing

Investors provide millions in funding to startups in exchange for company shares and influence over business decisions

VRAM Hardware

Also: Graphics Memory, Video RAM

Memory directly attached to the GPU that limits the maximum model size during GPU-accelerated inference

→ Local AI Models: Concepts and Requirements