PR Newswire
08 Dec 2022, 18:30 GMT+10
MELBOURNE, Australia, Dec. 8, 2022 /PRNewswire/ -- Sapia.ai, the global leader in ethical AI for assessment, today released its independent third-party Disparate Impact Report, conducted by BLDS, LLC, a nationally recognized statistics and economics firm.
BLDS experts are frequently retained to analyze the workforce impact of planned management actions to minimize exposure to liability.
With regards to Sapia.ai's Chat Interview assessment tool, BLDS concluded that "using the Standardized Mean Difference, or SMD, and the Adverse Impact Ratio, or AIR, BLDS found no evidence of practically significant disparate impact" for sex or race/ethnicity assessed in the United States or Canada.
Sapia's unique innovation is a text-chat interview and personalized feedback for every candidate. Candidates respond on their own time, thereby removing the pressures faced with a traditional job interview. Customers' use of the Sapia assessment has consistently delivered a near-complete removal of bias and accelerated diversity outcomes.
The audit process
Employing a wide range of Disparate Impact Assessment tools and metrics, BLDS used two common metrics for determining whether there is evidence of practically significant disparate impact: the Standardized Mean Difference, or SMD, and the Adverse Impact Ratio, or AIR.
"Using the SMD, BLDS performed a total of 23 tests for protected groups on the North American models. Under the SMD test, BLDS found no evidence of practically significant disparate impact for any protected group assessed in the United States or Canada.
"Using the AIR, BLDS performed a total of 49 tests for protected groups on the North American models. First, the use case where applicants advanced as the result of a 'Yes' recommendation was tested using the AIR. Second, the use case where applicants who received a 'Yes' or 'Maybe' recommendation was tested using the AIR. None of these tests revealed evidence of practically significant disparate impact for any protected group in the United States or Canada."
Sapia.ai Founder and CEO Barb Hyman says the audit results demonstrate that Sapia.ai can make equality in hiring a reality.
"This audit provides independent corroboration that our smart chat is fair for all groups," said Hyman.
"We have always believed that transparency is key to trust in AI and that's why we have published our peer reviewed research in reputable journals.
"We also released the FAIRTM Framework (short for Fair AI for Recruitment), and were the first in the market to publicly share our own system for monitoring and mitigating bias in AI.
"It's also why we don't use any AI component to analyze video, audio, or CV data, or any data scraped from the web; it's why we use explainable rule-based models, not classical machine learning models for scoring candidates."
You can find a summary of the report here.
About Sapia
Sapia's mission is to help companies unlock and engage talent at scale. With its blind, automated chat interview and comprehensive DEI analytics platform, Sapia's technology is the first solution of its kind to disrupt biases that affects traditional recruitment processes - resulting in fair outcomes for candidates and companies.
Media Contacts
Barb Hyman [email protected]
Get a daily dose of Malaysia Sun news through our daily email, its complimentary and keeps you fully up to date with world and business news as well.
Publish news of your business, community or sports group, personnel appointments, major event and more by submitting a news release to Malaysia Sun.
More InformationHANOI, Vietnam: As Vietnam seeks to strengthen trade ties and avoid potential U.S. tariffs, companies from both countries signed agreements...
Geneva [Switzerland], March 22(ANI): Mary Lawlor, the UN Special Rapporteur on Human Rights Defenders, has strongly condemned the recent...
Islamabad [Pakistan], March 22 (ANI): Former cricketer Basit Ali has provided technical input to Pakistan's premier player, Babar Azam....
By Shivani Sharma New Delhi [India], March 22 (ANI): Aston Martin launched its highly anticipated Vanquish in India, and Greg Adams,...
Wellington [New Zealand], March 22 (ANI): Right-arm quick Matt Henry has been ruled out of New Zealand's last two T20Is against Pakistan...
(250322) -- NANJING, March 22, 2025 (Xinhua) -- Athletes prepare before the men's 60m hurdles semifinal at the 2025 World Athletics...
BOSTON, Massachusetts: A routine safety mechanism at data centers nearly triggered a regional power crisis last summer, highlighting...
PARIS, France: Air France is making a bold bet on luxury travel with the launch of an upgraded first-class suite, aiming to attract...
WASHINGTON, D.C.: U.S. home construction and manufacturing activity surged in February, but rising costs from tariffs and economic...
NEW YORK, New York - Uncertainty continues to plague investors on Wall Street with Friday's trading being volatile and weak. The major...
WASHINGTON, D.C.: U.S. factories ramped up production in February, with a sharp rebound in motor vehicle output helping to drive manufacturing...
Elon Musk's Teslas' are in the running to take over the transport of Israel's government officials. Musk's company, Tesla Inc., has...