Science4All (english) | Data is manipulating the algorithms @Science4allOrg | Uploaded 3 years ago | Updated 4 minutes ago
Today's most influential algorithms learn from data. But then, if the data is biased, misleading, or fabricated, then the algorithms that learn from that data will also be biased and misleading. Thus, there will be no algorithmic safety in machine learning without a massive, reliable and secure database with human preferences.
#TheFabulousEndeavor #Tournesol #AIEthics
Script + sources : docs.google.com/document/d/e/2PACX-1vQ5OppMM-rtQ6zqbAeti2UoC2zmyiMjU9HmzXHZKky1EvN5OLmy8oMOZu5a4cC4p1vMTbsDAnYdSeZV/pub
0:00 Tay versus Xiaoice
2:05 Data manipulates algorithms
5:00 Massive web data are out of control
10:37 Secured training database
French version: youtu.be/7kIt0lL6m-U
Twitter : twitter.com/le_science4all
Facebook : facebook.com/Science4Allorg
The Equation of Knowledge:
https://laboutique.edpsciences.fr/produit/1035/9782759822614/La%20formule%20du%20savoir
Le fabuleux chantier (with El Mahdi El Mhamdi, in French, translation under work) :
https://laboutique.edpsciences.fr/produit/1107/9782759824304/Le%20fabuleux%20chantier
Today's most influential algorithms learn from data. But then, if the data is biased, misleading, or fabricated, then the algorithms that learn from that data will also be biased and misleading. Thus, there will be no algorithmic safety in machine learning without a massive, reliable and secure database with human preferences.
#TheFabulousEndeavor #Tournesol #AIEthics
Script + sources : docs.google.com/document/d/e/2PACX-1vQ5OppMM-rtQ6zqbAeti2UoC2zmyiMjU9HmzXHZKky1EvN5OLmy8oMOZu5a4cC4p1vMTbsDAnYdSeZV/pub
0:00 Tay versus Xiaoice
2:05 Data manipulates algorithms
5:00 Massive web data are out of control
10:37 Secured training database
French version: youtu.be/7kIt0lL6m-U
Twitter : twitter.com/le_science4all
Facebook : facebook.com/Science4Allorg
The Equation of Knowledge:
https://laboutique.edpsciences.fr/produit/1035/9782759822614/La%20formule%20du%20savoir
Le fabuleux chantier (with El Mahdi El Mhamdi, in French, translation under work) :
https://laboutique.edpsciences.fr/produit/1107/9782759824304/Le%20fabuleux%20chantier