edgepedia

Artificial intelligence and data

3,135 articles

General

GFlowNet

GFlowNet, or Generative Flow Network, is a family of generative models introduced in 2021 by Emmanuel Bengio and Yoshua Bengio that samples objects such as molecular graphs in proportion to a reward function.

General

Ghost fluid method

The ghost fluid method is a numerical technique for simulating flows with material interfaces, introduced by Ronald Fedkiw and colleagues in 1999 to avoid nonphysical oscillations.

General

GiST (PostgreSQL)

GiST (Generalized Search Tree) is a balanced tree-structured index access method in PostgreSQL on which indexing schemes like B-trees and R-trees can be built, introduced in a 1995 VLDB paper.

General

GLaDOS

GLaDOS (Genetic Lifeform and Disk Operating System) is a fictional artificial intelligence and main antagonist of Valve's Portal (2007) and Portal 2 (2011), voiced by Ellen McLain.

General

Glivenko–Cantelli theorem

The Glivenko–Cantelli theorem, or Glivenko–Cantelli lemma, states that the empirical distribution function converges uniformly to the true distribution function almost surely, proved by Valery Glivenko and Francesco Cantelli in 1933.

General

Global Entry

Global Entry is a U.S. Customs and Border Protection program, launched in 2008, that gives pre-approved, low-risk travelers expedited airport entry through dedicated kiosks; membership lasts five years.

General

Glowworm swarm optimization

Glowworm swarm optimization (GSO) is a swarm intelligence algorithm proposed by K. N. Krishnanand and Debasish Ghose in 2005 that locates multiple optima of a multimodal function simultaneously.

General

GLUE (benchmark)

GLUE, the General Language Understanding Evaluation benchmark, is a suite of nine NLP tasks and a leaderboard introduced in 2018 to test whether one model handles many language tasks.

General

Golden jackal optimization

Golden jackal optimization, or jackal optimization, is a swarm-based metaheuristic algorithm introduced in 2022 that mimics golden jackal hunting to solve continuous engineering optimization problems.

General

Golden record

Golden record: also master record or surviving record; the single authoritative MDM record for one business entity, built by entity matching, merging, and survivorship rules.

General

Golden-section search

Golden-section search is a derivative-free method for finding the minimum of a unimodal function on an interval, shrinking it by the golden ratio each iteration using only function evaluations.

General

GoodData

GoodData, rebranded GoodData.AI in April 2026, is a San Francisco company founded in 2007 by Roman Stanek offering a cloud platform for embedded business intelligence, dashboards, metrics, and AI-assisted analytics.

General

Google AI fellowships and research programs

Google AI fellowships and research programs are Google's named schemes funding academic AI research: the PhD Fellowship, DeepMind postdoctoral fellowships and scholarships, and the AI Residency.

General

Google Cloud Composer

Google Cloud Composer, now Managed Service for Apache Airflow, is Google's fully managed Apache Airflow orchestration service; Python DAGs, beta May 2018, GA July 2018, $0.06 per DCU-hour.

General

Google Cloud Data Fusion

Google Cloud Data Fusion (Cloud Data Fusion) is Google Cloud's fully managed, code-free ETL/ELT and streaming data integration service, built on the open source CDAP platform from Cask Data, announced in beta April 2019 and generally available December 3, 2019, running pipelines on ephemeral Dataproc Spark clusters.

General

Google Cloud Dataflow

Google Cloud Dataflow is a fully managed, serverless batch and streaming data processing service built on Apache Beam, generally available since 2015, with autoscaling, exactly-once processing, FlexRS discounts, and Dataflow Prime DCU billing.

General

Google Cloud Dataproc

Google Cloud Dataproc (now Managed Service for Apache Spark) is Google Cloud's managed service for Apache Hadoop, Spark, Hive, and Pig, launched in beta September 2015, GA February 2016, known for 90-second cluster startup and per-vCPU pricing.

General

Google Cloud Pub/Sub

Google Cloud Pub/Sub is Google's fully managed publish/subscribe messaging service (topics, subscriptions, at-least-once delivery, optional regional exactly-once delivery), launched GA in August 2015, with ~100 ms latency, 31-day retention, and no partitions.

General

Google Dataplex

Google Dataplex, renamed Knowledge Catalog on April 10, 2026, is Google Cloud's AI-powered data catalog and governance service, providing metadata harvesting, lineage, data quality, and agent context retrieval across BigQuery and other estates.

General

Google Datastream

Google Datastream is Google Cloud's serverless change data capture and replication service, launched in preview May 26, 2021 and GA December 1, 2021, streaming log-based changes from Oracle, MySQL, PostgreSQL, SQL Server, MongoDB, and Spanner into BigQuery, Cloud Storage, and Iceberg tables.

General

Google Dictionary

Google Dictionary is a dictionary service operated by Google in two forms: a dictionary box in Google Search results and a Chrome extension that defines selected words on any page.

General

Google Edge TPU

The Google Edge TPU is a small Google ASIC for machine learning inference on low-power devices, delivering 4 TOPS at 2 watts and powering the Coral product line.

General

Google Lens

Google Lens is a visual search technology by Google that identifies objects, text, and scenes in images and returns information and actions; it launched in 2017.

General

Google Neural Machine Translation

Google Neural Machine Translation (GNMT) is the deep-learning system Google announced in 2016 to replace phrase-based translation in Google Translate, cutting errors by about 60%.

General

Google Scholar

Google Scholar, at scholar.google.com, is a free Google search engine that indexes scholarly literature across disciplines and publishers, with citation tracking, author profiles, and an index estimated near 390 million records.

General

Google Translate

Google Translate is Google's machine translation service, launched in 2006, which translates text, documents, and websites between nearly 250 languages for more than a billion users.

General

Google Voice Search

Google Voice Search, also called Search by Voice, is a Google Search feature letting users speak queries instead of typing, first launched on iPhone in November 2008.

General

GoogLeNet

GoogLeNet is a 22-layer convolutional neural network introduced by Google in 2014, built around Inception modules and the winner of the ILSVRC 2014 classification and detection tasks.

General

Gossip protocol

A gossip protocol, also called an epidemic protocol, is a decentralized communication method in which nodes periodically exchange state with random peers, spreading updates like an epidemic.

General

Government AI fellowship schemes

Government AI fellowship schemes are state-funded awards paying AI researchers to train or work at universities and public institutions, such as the UK's Turing AI Fellowships.