What to know about the Algorithmic Accountability Act


The algorithmic accountability act is likely to be passed. Are companies ready for it?

Capitol Building in Washington DC, USA
Image: Diego Gomez/Adobe Stock

In April 2022, the Algorithmic Accountability Act was reintroduced after undergoing modifications.

“Houses that you never know are for sale, job opportunities that never present themselves and financing that you never become aware of — all due to biased algorithms,” said Sen. Cory Booker, a bill sponsor. “This bill requires companies to regularly evaluate their tools for accuracy, fairness, bias and discrimination. It’s a key step toward ensuring more accountability from the entities using software to make decisions that can change lives.”

If the Algorithmic Accountability Act passes, it is likely to trigger an auditing of artificial intelligence systems at the vendor level — and also within companies themselves that use AI in their decision making.

SEE: Artificial Intelligence Ethics Policy (TechRepublic Premium)

“The Act would require all companies utilizing AI to conduct critical impact assessments of the automated systems they use and sell in accordance with regulations set forth by the Federal Trade Commission,” said Siobhan Hanna, managing director of global AI systems for TELUS International. “Compelling tech firms to self-audit and report is a first step, but moving towards the implementation of strategies and processes to mitigate bias more proactively will also be key in helping to address discrimination earlier in the AI value chain.”

Are companies ready for the challenge?

As many as 188 different human biases that can influence AI have been identified. Many of these biases are deeply embedded in our culture and our data. If AI training models are based on this data, bias can filter in. While it’s possible that companies and their AI developers can deliberately include bias in their algorithms, bias is more likely to develop from data that is incomplete, skewed or not from a sufficiently diverse set of data sources.

“The Algorithmic Accountability Act would present the most significant challenges for businesses that have yet to establish any systems or processes to detect and mitigate algorithmic bias,” said Hanna. “Entities that develop, acquire and utilize AI must be cognizant of the potential for biased decision making and outcomes resulting from its use.”

If the bill becomes law, the FTC would have the authority to conduct AI bias impact assessment within two years of passage. Healthcare, banking, housing, employment and education would likely be high profile targets for examination.

“Specifically, any person, partnership or corporation that is subject to federal jurisdiction and makes more than $50 million per year, possesses or controls personal information on at least one million people or devices, primarily acts as a data broker that buys and sells consumer data, will be subject to assessment,” said Hanna.

What companies can do now

Bias is inherent in society, and there is really no way that a totally “zero bias” environment can be achieved. But this doesn’t excuse companies from making best efforts to ensure that data and the AI algorithms that operate on it are as objective as possible.

Steps companies can take to facilitate this are:

  • Use diverse AI teams that bring in many different views and perspectives on AI and data.
  • Develop internal methodologies for auditing the AI for bias.
  • Require bias assessment results from third party AI system and data vendors that they purchase services from.
  • Place a heavy emphasis on data quality and preparation in their daily AI work.



Source link

istanbul escort aksaray escort arnavutköy escort ataköy escort avcılar escort avcılar türbanlı escort avrupa yakası escort bağcılar escort bahçelievler escort bahçeşehir escort bakırköy escort başakşehir escort bayrampaşa escort beşiktaş escort beykent escort beylikdüzü escort beylikdüzü türbanlı escort beyoğlu escort büyükçekmece escort cevizlibağ escort çapa escort çatalca escort esenler escort esenyurt escort esenyurt türbanlı escort etiler escort eyüp escort fatih escort fındıkzade escort florya escort gaziosmanpaşa escort güneşli escort güngören escort halkalı escort ikitelli escort istanbul escort kağıthane escort kayaşehir escort küçükçekmece escort mecidiyeköy escort merter escort nişantaşı escort sarıyer escort sefaköy escort silivri escort sultangazi escort suriyeli escort şirinevler escort şişli escort taksim escort topkapı escort yenibosna escort zeytinburnu escort porno 1080p porno izle 4k porno izle 720p porno izle abella danger alman alman porno alman porno izle aloha tube porno amatör amatör porno amatör porno izle anal anal porno anal porno izle arap porno asa akira porno asyalı porno bangbros porno bangbros porno izle banyoda sikis başörtülü porno beeg porno izle beyaz tenli porno izle biseksuel porno izle bisexsuel porno brandi love porno brazzers brazzers porno izle canli porno canli porno izle çinli porno çinli porno izle ensest porno ensest porno izle ensest seks erotik porno erotik porno izle esmer porno esmer porno izle etek altı fake agent fake taxi fake taxi porno fantazi pornoları fantezi porno izle fetiş porno fetiş porno izle fetish fransız porno fransız porno izle full hd hg porno izle gangbang porno genç kız porno izle genç kız sikişi genç teen porno izle gizli çekim porno gizli çekim pornosu grup pornosu grup porno grup porno izle hd pornolar hd porno hd porno izle hemşire porno hemşire pornosu hizmetçi porno hizmetçi porno izle ingiliz porno japon pornoları japon porno kızlık bozma kızlık bozma porno izle konulu porno konulu porno izle koreli porno köylü pornoları kumral porno kumral porno izle latin pornoları latin porno latin porno izle lezbiyen pornoları lezbiyen porno lezbiyen porno izle lisa ann porno liseli pornoları liseli porno liseli porno izle manken porno manken porno izle masaj porno izle masturbasyon porno izle masturbasyon pornoları mature porno mia khalifa porno mia malkova porno milf porno izle mobil porno mobil porno izle öğrenci porno izle öğretmen porno izle okul porno izle olgun kadın pornosu olgun porno oral porno oral porno izle oral seks porna izle pornhub pornhub porno izle porno film izle porno indir porno izle porno resimler porno star porntube porno izle redtube redtube pornoları riley reid porno rokettube rus pornoları rus porno rus porno izle sakso blowjob porno izle sarışın pornoları sarışın porno sarışın porno izle sarışın pornoları sekreter porno shemale sikiş sikiş sikiş izle şişman porno siyahi pornoları suriyeli pornoları swinger porno tecavüz porno teen porn türbanlı pornoları türbanlı porno türk pornoları türk porno türk porno izle türkçe altyazılı porno türkçe altyazılı porno izle xhamster pornoları xhamster porno xhamster porno izle xnxx xnxx porno xnxx porno izle xvideos xvideos porno izle yaşlı porno yeşilçam porno izle youjizz youporn youporn porno izle zenci porno güvenilir bahis siteleri bahis siteleri casino deneme bonusu casino siteleri deneme bonusu para yatırma bonusu bahis siteleri casino siteleribahis sitesi para yatırma