It is also about the need for standards.
My initial background is in civil engineering at Γcole des Ponts ParisTech. If you build a bridge, you expect strict construction standards with structural engineers double-checking every calculation. π
My first work experiences were in finance at EY and Natixis. If you want to estimate the fair valuation of a company, youβd better have accounting standards with auditors verifying every line of the books. π¦
More recently, I worked in software engineering at Dataiku. If you want to release good software, you need to follow coding & testing standards, with senior engineers reviewing your code and QA specialists verifying your test coverage. π»
My question is: why are there no established quality standards for AI? π€
AI is a relatively new industry. It takes time for standards to appear and for practitioners to adopt them. π£
The good news is that standards are coming!
πΊπΈ NIST
π«π· LNE
π ISO 42001