This contribution proposes a way to broaden access to computational design by combining: (1) an agentic workflow where AI micro-agents translate natural-language prompts into executable, self-verified parametric graphs; (2) a data-driven economy in which each reuse of logic triggers automatic micropayments; and (3) a decentralised network that stores versions, rights and transactions on-chain. Assessor, provider and validator agents assemble, check and publish sub-graphs serialised as semi-fungible tokens; a blockchain ledger tracks lineage and redistributes royalties. The platform merges open-source principles with Web3 incentives: newcomers gain ready-to-use solutions, experienced designers monetise know-how, and the community governs parameters via on-chain voting. Supported by robotic 3D-printing partners, the framework targets XR adoption: tokenised parametric graphs power virtual configurators for (1:1) design alternatives; users and curators vary parameters within constraints and record reuse on-chain, supporting an inclusive creator economy across the generative process.

Expanding Access to Computational Design: Integrating Agentic AI and Web3 to Advance Node-Based AEC Workflows

Beltracchi, Carlo;Elmaraghy, Ahmed;Ruttico, Pierpaolo;
2025-01-01

Abstract

This contribution proposes a way to broaden access to computational design by combining: (1) an agentic workflow where AI micro-agents translate natural-language prompts into executable, self-verified parametric graphs; (2) a data-driven economy in which each reuse of logic triggers automatic micropayments; and (3) a decentralised network that stores versions, rights and transactions on-chain. Assessor, provider and validator agents assemble, check and publish sub-graphs serialised as semi-fungible tokens; a blockchain ledger tracks lineage and redistributes royalties. The platform merges open-source principles with Web3 incentives: newcomers gain ready-to-use solutions, experienced designers monetise know-how, and the community governs parameters via on-chain voting. Supported by robotic 3D-printing partners, the framework targets XR adoption: tokenised parametric graphs power virtual configurators for (1:1) design alternatives; users and curators vary parameters within constraints and record reuse on-chain, supporting an inclusive creator economy across the generative process.
2025
Exploring Digital Models and Immersive Spaces in Architecture and Construction
9798337332567
9798337332581
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1301067
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact