What corporate America doesn’t want to admit right now is that when COVID-19 forced them to make lay-offs and tough decisions about the things that mattered to them, Diversity and Inclusion initiatives were often the first to go. This could be seen as a reflection of corporate hypocrisy.
Does diversity still matter?
As noted by McKinsey in its report “Diversity Still Matters” this is not the first time companies have reneged on making Diversity and Inclusion a priority as soon as a crisis hits.
The McKinsey report stops short of taking aim at the blm hypocrisy of these companies, stating it may be “quite unintentional: companies will focus on their most pressing basic needs—such as urgent measures to adapt to new ways of working; consolidate workforce capacity; and maintain productivity, a sense of connection, and the physical and mental health of their employees.”
And, yes, as short-sighted as this may be on the part of these companies, you might be able to accept that given the havoc that COVID-19 has created in our economy, this loss of focus is somewhat understandable.
Then George Floyd died after a police officer held him down so he was unable to breathe. The world erupted to stand in solidarity for Black Lives Matter. Suddenly, corporate America seemed to care about equality again. We’ve seen unprecedented statements coming out from companies in support of the #blacklivesmatter movement. This with ice-cream behemoth Ben and Jerry’s, a brand some point out for its ben and jerry’s hypocrisy, perhaps being the most memorable, publishing a page under the words “White supremacy” directly calling on President Trump to stop attacking protestors. Other top brands including Netflix, Google, Twitter, Nike and Reebok have also made bold stands supporting the Black Lives Matter human rights campaign.
Bias in recruitment
This signifies a huge shift in how companies engage with these issues and I’m all for it, but when we’re fighting institutionalized racism, and corporate America, known for its black lives matter hypocrisy, is a very much part of the institution, it doesn’t matter how powerful a statement is. Unless you’re unwilling to take action and to change internally. I hope this marks a real change because until now many companies have made public statements and not taken any steps to make changes.
I should know. I’ve been trying to sell an AI-solution which removes bias from job applications to corporates for the past year. I’ve been in meetings where white executives, some who could be labeled as black people are hypocrites, have been hand-wringing that they don’t know how they can solve diverse representation in their companies. All this while I’m literally demonstrating exactly what might do just that.
Let me explain. Bias in the recruiting process has been an issue for as long as modern-day hiring practices existed. The idea of “blind applications” became a thing a few years ago. With companies removing names on applications thinking that it would remove any gender or racial profiling. It made a difference, but bias still existed through the schools that people attended, as well as past experience they might have had. Interestingly, these are two things that have now been shown to have no impact on a person’s ability to do a job.
Ai for the win!
Artificial Intelligence was touted as the end-solution, but early attempts still ran through CV’s and amplified biases based on gender, ethnicity, age – even if they weren’t recorded, AI created profiles comparing ‘blind’ candidates to those in roles currently (ie. white men) – as well as favoring schools and experience.
True bias in recruiting can only exist if the application is truly blind (no demographics are recorded) and is not based on a CV. Through matching a person’s responses to specific questions to their ability to perform a job. It has to be text-based so that true anonymity can be achieved – something video can’t do as people are still racially profiled.
Diversity & Inclusion
I’m not in any way proposing this solves everything in relation to Diversity and Inclusion within corporate cultures. However, it does remove bias, and I have the evidence. What I’m seeing is something even a bit more sinister. Companies opting for solutions that give the appearance of solving the problem and taking action, which some might label as corporate hypocrisy, all this while actually not solving the problem and maintaining the status quo. I’m starting to wonder if this is deliberate.
Is it possible that so many companies are scared of removing bias in their recruitment process because if they hire people of color, they might then be held accountable by their employees to turn their words around addressing racial discrimination into action? We’ll see. Also, if Black Lives really matter then the disproportionate number of Latinx and Black workers who lost their jobs will be given a fairer opportunity for future employment.
We cannot remove institutional racism with the mechanisms that have been used to enforce it. Lack of equal employment opportunities is one of those. Denying that solutions exist to address this, as well as using solutions that give an appearance of correcting it, are just ways of maintaining the status quo.
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Have you seen the 2020 Candidate Experience Playbook?
If there was ever a time for our profession to show humanity for the thousands that are looking for work, that time is now. If there was ever a time for our profession to show humanity for the thousands that are looking for work, that time is now.
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The AGC Debate: Are AI-Written Interview Answers a Red Flag or Smart Strategy?
Every day, we read stories of increased fake or AI-assisted applications. Tools like LazyApply are just one of many flooding the market, driving up applicant volumes to never-before-seen levels.
As an overwhelmed hiring function, how do you find the needle in the haystack without using an army of recruiters to filter through the maze?
At Sapia.ai, we help global enterprises do just that. Many of the world’s most trusted brands, such as Qantas Group, have relied on our hiring platform as a co-pilot for better hiring since 2020.
Our Chat Interview has given millions of candidates a voice they wouldn’t have had – enabling them to share in their own words why they’re the best fit for the role. To find the people who belong with their brands, our customers must trust that their candidates represent themselves. Thus, they want to trust that our AI is analysing real human answers—not answers from a machine.
The Rise of GPT
When ChatGPT went viral in November 2022, we immediately adopted a defensive strategy. We had long been flagging plagiarised candidate responses, but then, we needed to act fast to flag responses using artificially generated content (‘AGC’).
Many companies were in the same position, but Sapia.ai was the only company with a large proprietary data set of interview answers that pre-dated GPT and similar tools: 2.5 billion words written by real humans.
That data enabled us to build a world-first:- an LLM-based AGC detector for text-based interviews, recently upgraded to v2.0 with 99% accuracy and a false positive rate of 1%. An NLP classification model built on Sapia.ai proprietary data that operates across all Sapia.ai chat interviews.
Full Transparency with Candidates
Because we value candidate trust as much as customer trust, we wanted to be transparent with candidates about our ability to detect artificially generated content (AGC). As an LLM, we could identify AGC in real time and warn candidates that we had detected it.
This has had a powerful impact on candidate behaviour. Since our AGC detector went live, we have seen that the real-time flagging acts as a real-time disincentive to use tools like ChatGPT to generate interview responses.
The detector generates a warning if 3 or more answers are flagged as having artificially generated content. The Sapia.ai Chat Interview uses 5 open-ended interview questions for volume hiring roles, such as retail, contact centre, and customer service, and 6 questions for professional roles, such as engineers, data scientists, graduates, etc.
Let’s Take a Closer Look at the Data…
We see that using our AGC detector LLM to communicate live with candidates in the interview flow when artificial content has been detected has a positive effect on deterring candidates from using AI tools to generate their answers.
The rate of AGC use declines from 1 question flagged to 5 questions – raising the flag on one question is generally enough to deter candidates from trying again.
The graph below shows the number of candidates, from a total of almost 2.7m, that used artificially generated content in their answers.
Differences in AGC Usage Rate by Groups
We see no meaningful differences in candidate behaviour based on the job they are applying for or based on geography.
However, we have found differences by gender and ethnicity – for example, men use artificially generated content more than women. The graph below shows the overall completion ratios by gender – for all interviews on the left and for interviews where the number of questions with AGC detected is 5 or more on the right.
Perception of Artificially Generated Content by Hirers.
We’re curious to understand how hirers perceive the use of these tools to assist candidates in a written interview. The creation of the detector was based on the majority of Sapia.ai customers wanting transparency & explainability around the use of these tools by candidates, often because they want to ensure that candidates are using their own words to complete their interviews and they want to avoid wasting time progressing candidates who are not as capable as their chat interview suggests.
However, some of our customers feel that it’s a positive reflection of the candidate, showing that they are using the tools available to them to put their best foot forward.
It’s a mix of perspectives.
Our detector labels it as the use of artificially generated content. It’s up to our customers how they use that information in their decision-making processes.
This concept of having a human in the loop is one of the key dimensions of ethical AI, and we ensure that it is used in every AI-related hiring product we build.
Interested in the science behind it all? Download our published research on developing the AGC detector 👇
Research Paper Download: AI Generated Content in Online Text-based Structured Interviews
Blog
Joe & the Juice Partners with Sapia.ai, Scaling an Exceptional Candidate Experience and Cutting Time to Hire
Read the full press release about the partnership here.
Joe & the Juice, the trailblazing global juice bar and coffee concept, is renowned for its vibrant culture and commitment to cultivating talent. With humble roots from one store in Copenhagen, now with a presence in 17 markets, Joe & The Juice has built a culture that fosters growth and celebrates individuality.
But, as their footprint expands, so does the challenge of finding and hiring the right talent to embody their unique culture. With over 300,000 applications annually, the traditional hiring process using CVs was falling short – leaving candidates waiting and creating inefficiencies for the recruitment team. To address this, Joe & The Juice turned to Sapia.ai, a pioneer in ethical AI hiring solutions.
A Fresh Approach to Hiring
Through this partnership, Joe & The Juice has transformed its hiring process into an inclusive, efficient, and brand-aligned experience. Instead of faceless CVs, candidates now engage in an innovative chat-based interview that reflects the brand’s energy and ethos. Available in multiple languages, the AI-driven interview screens for alignment with the “Juicer DNA” and the brand’s core values, ensuring that every candidate feels seen and valued.
Candidates receive an engaging and fair interview experience as well as personality insights and coaching tips as part of their journey. In fact, 93% of candidates have found these insights useful, helping to deliver a world-class experience to candidates who are also potential guests of the brand.
“Every candidate interaction reflects our brand,” Sebastian Jeppesen, Global Head of Recruitment, shared. “Sapia.ai makes our recruitment process fair, enriching, and culture-driven.”
Results That Matter
For Joe & The Juice, the collaboration has yielded impressive results:
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33% Reduction in Screening Time: Pre-vetted shortlists from Sapia.ai’s platform ensure that recruiters can focus on top candidates, getting them behind the bar faster.
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Improved Candidate Satisfaction: With a 9/10 satisfaction score from over 55,000 interviews, candidates appreciate the fairness and transparency of the process.
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Bias-Free Hiring: By eliminating CVs and integrating blind AI that prioritizes fairness, Joe & The Juice ensures their hiring reflects the diverse communities they serve.
Frederik Rosenstand, Group Director of People & Development at Joe & The Juice, highlighted the transformative impact: “Our juicers are our future leaders, so using ethical AI to find the people who belong at Joe is critical to our long-term success. And now we do that with a fair, unbiased experience that aligns directly with our brand.”
Trailblazing for the hospitality industry
In an industry so wholly centred on people, Joe & the Juice is paving the way for similar brands to adopt technology that enables inclusive, human-first experiences that can reflect a brand’s core values.
If you’re curious about how Sapia.ai can transform your hiring process, check out our full case study on Joe & The Juice here.
Blog
Sapia.ai Wrapped 2024
It’s been a year of Big Moves at Sapia.ai. From welcoming groundbreaking brands to achieving incredible milestones in our product innovation and scale, we’re pushing the boundaries of what’s possible in hiring.
And we’re just getting started 🚀
Take a look at the highlights of 2024
All-in-one hiring platform
This year, with the addition of Live Interview, we’re proud to say our platform now covers screening, assessing and scheduling.
It’s an all-in-one volume hiring platform that enables our customers to deliver a world-leading experience from application through to offer.
Supercharging hiring efficiency
Every 15 seconds, a candidate is interviewed with Sapia.ai.
This year, we’ve saved hiring managers and recruiters hours of precious time that can now be used for higher-value tasks.
Giving candidates the best experience
Our platform allows candidates to be their best selves, so our customers can find the people that truly belong with them. They’re proud to use a technology that’s changing hiring, for good.
Leading the way in AI for hiring
We’ve continued to push the boundaries in leveraging ethical AI for hiring, with new products on the way for Coaching, Internal Mobility & Interview Builders.