Machine learning code generation tools include cloud-hosted ML models that plug into professional developer integrated development environments (IDEs), which are extensions that provide suggested code based on either natural language descriptions or partial code fragments.

Generative design AI or AI-augmented design, is the use of AI, machine learning (ML) and natural language processing (NLP) technologies to automatically generate and develop user flows, screen designs, content, and presentation-layer code for digital products. Other critical technologies in accelerated AI automation include the following:Ĭausal artificial intelligence (AI) identifies and utilizes cause-and-effect relationships to go beyond correlation-based predictive models and toward AI systems that can prescribe actions more effectively and act more autonomously.įoundation models are transformer architecture-based models, such as large language models, which embody a type of deep neural network architecture that computes a numerical representation of text in the context of surrounding words, emphasizing sequences of words. Web3 is a new stack of technologies for the development of decentralized web applications that enable users to control their own identity and data.Superappis a composite mobile app built as a platform to deliver modular microapps that users can activate for personalized app experiences.Non-fungible token (NFT) is a unique programmable blockchain-based digital item that publicly proves ownership of digital assets, such as digital art or music, or physical assets that are tokenized, such as houses, cars or documents.A metaverse is persistent, providing enhanced immersive experiences. Metaverse is a collective virtual 3D shared space, created by the convergence of virtually enhanced physical and digital reality.Internal talent marketplaces match internal employees and, in some cases, a pool of contingent workers, to time-boxed projects and various work opportunities, with no recruiter involvement.Digital humans are interactive, AI-driven representations that have some of the characteristics, personality, knowledge and mindset of a human.

Decentralized identity (DCI) allows an entity (typically a human user) to control their own digital identity by leveraging technologies such as blockchain or other distributed ledger technologies (DLTs), along with digital wallets.Other critical technologies in immersive experiences include the following:

New technologies 2022