# Digital innovation and the effects of artificial intelligence on firms’ research and development – Automation or augmentation, exploration or exploitation?

> Research article (Technological Forecasting and Social Change, 2022) · cited 279× · AI/ML

**Wikidata**: [openalex:W4220795638](https://www.wikidata.org/wiki/openalex:W4220795638)  
**Source**: https://4ort.xyz/entity/digital-innovation-and-the-effects-of-artificial-intelligence-on-firms-research-and-development-automation-or-augmentati