In addition to these features that identify and mitigate ethical risk, Trailhead learning modules also help customers better understand the products they’re using, what trusted AI means, and how they can be champions of implementing it in an ethical way. To do so, she supports employee education, the inclusion of safeguards in Salesforce technology, and collaboration with other companies to improve ethical AI across industries. #artificial intelligence. From academic research on topics like bias in AI, to principles and processes that infuse ethics into the product development lifecycle, this organizational shift has been a company-wide effort to generate trusted AI and foster a culture of cross-examination of Salesforce’s products and their impact on stakeholders. Salesforce’s commitment to becoming an ethics-focused AI company started when CEO Marc Benioff stated his AI vision for the company. I don't have my résumé at hand, remind me later. Ethics, Guns And Money: Why Salesforce Is Capitalism At Its Best. All rights reserved. The backstory: ethical AI Salesforce’s commitment to becoming an ethics-focused AI company started when CEO Marc Benioff stated his AI vision for the company. Or when you lose a job because a hiring AI system believes you have low EQ? Incomplete. Sell Your Services ~10 mins. Architect, Ethical AI Practice at Salesforce. Baxter, who at the time worked as a Salesforce User Experience Researcher, was inspired by this vision and began helping Einstein product teams identify potential ethical risks. An admin can then decide whether or not to exclude those sensitive fields and their proxies from the model. Implementing ethics in AI is technically complex to design and build and so we need to ensure everyone knows how to do it. For example, although more women than men may buy makeup, targeting makeup ads only to women is not inclusive or as accurate as it could be, because it excludes men who buy or wear makeup and the transgender or non-binary community. The goal, says Baxter, is to be as transparent as possible around how an AI model was built so the end user has a better sense of the safeguards in place to minimize bias. Disclaimer. San Francisco Bay Area. While ZIP codes may be a helpful variable for a college admissions office with a mandate to admit in-state students, ZIP codes, if used by a bank to determine eligibility for a loan, could result in bias against a certain race. As an Architect of Ethical AI Practice at Salesforce, Kathy Baxter develops research-informed best practices to educate Salesforce employees, customers, and the industry on the development of responsible AI. Again she points to AI … Part of that vision was also to build AI that customers could trust. Einstein is Salesforce’s AI platform. Introducing the AI Economist: Why Salesforce Researchers are Applying Machine Learning to Economics, How Salesforce Is Building a Culture of Responsible Technology — and Why it Matters, Sign up to get news alerts, behind-the-scenes insights, and research from Salesforce News & Insights, By subscribing, you confirm that you agree to the processing of your personal data by Salesforce as described in the Privacy Statement, © Copyright 2020 Salesforce.com, inc. #ethics. Salesforce.com has added a new artificial intelligence (AI) learning module to its Trailhead developer education platform with an interesting twist. San Francisco Bay Area. To do so, she supports employee education, the inclusion of safeguards in Salesforce technology, and collaboration with other companies to improve ethical AI across industries. Salesforce is looking for a thought leader to join our Ethical AI Practice team to implement best practices that guide and inform all participants involved in the creation and use of AI within Salesforce technology. Plan Your Practice ~10 mins. She partners and collaborates with external AI and ethics experts to continuously evolve policies, practices, and products—working to create a more fair, justice, and equitable society. Architect, Ethical AI Practice at Salesforce. “Einstein, the first comprehensive AI solution for CRM, will give our customers the ability to experience the power of AI right inside the applications they use everyday,” said Benioff. March 25, 2020 by Lauren Finkle. The result is a shared community of practice. ‎Kathy Baxter, the architect of ethical AI practice at Salesforce, is helping her team and clients create more responsible technology. and Ph.D. in Computer Science, focusing on Artificial Intelligence. “The use of AI to fight COVID-19 invites the question: Do organizations have the right resources and proper guardrails to ensure they’re using AI, responsibly?” Baxter asks. Kathy Baxter, the architect of the ethical AI practice at Salesforce, is helping her team and clients create more responsible technology. Add to Favorites. Add to Favorites. #ethics. Because while AI ranks atop the most promising technologies of the era, there are also plenty of ways it can go wrong. EMPLOYER / POST JOBS; ... Focus of Role:Ethical AI practices internally and externally through the use of our products. As we see great progress in AI and its applications, we’re looking for diverse individuals with innovative ideas who can join us in improving the state of the world. Being of benefit: AI technologies should benefit, empower, and create shared prosperity for as many people as possible. For example, prior to publishing potentially high risk research and code, teams are encouraged to seek feedback from a range of external ethics and domain experts on whether it is safe to publish, if all potential risks have been identified and if proper mitigation strategies are in place. Incomplete. However, different user types had different levels of expertise. Source: cbiinsights.com Yes, the topic has received growing attention, particularly within the subfield of research focused on Fairness, Accountability, and Transparency for AI (see FAT ML and FAT*).However, as PhD students working in AI, we have never been explicitly instructed or even incentivized to speak openly and enthusiastically … Einstein then looks for fields that are highly correlated with the sensitive fields, called proxy variables, and flags those for the admin to review. The result is a shared community of practice. As for embedding ethics into the product development process, Goldman insists that Salesforce employees are encouraged at all times to think about the consequences, including the unintended ones, of new technologies. She talks about Iridescent, the UN’s AI for Good Global Summit and the AI World Championship — part of the AI Family Challenge. These programs are designed to empower the entire organization to think critically about every step of the process of building AI solutions. Senior Program Manager, Ethical AI Practice - Salesforce Research - Palo Alto, CA. To do so, she supports employee education, the inclusion of safeguards in Salesforce technology, and collaboration with other companies to improve ethical AI across i… Baxter, who at the time worked as a Salesforce User Experience Researcher, was inspired by this vision and began helping Einstein product teams identify potential ethical risks. Albany, New York Metropolitan Area. In recent months the tech industry’s stance on ethical issues has been under the spotlight more than ever, in large part due to President Trump’s controversial ‘zero tolerance’ policies around border control and the separation of families. At the end of the first year, the groundwork had been laid for what would become Salesforce’s Trusted AI Principles: a commitment to developing AI that’s responsible, accountable, transparent, empowering and inclusive. To that end, Salesforce builds a number of features into its products to help guide the customer toward ethical choices. “Having a sense of ethics embedded culturally across the organization enables our success. At the end of the first year, the groundwork had been laid for what would become Salesforce’s Trusted AI Principles: a commitment to developing AI that’s responsible, accountable, transparent, empowering and inclusive. Another ethics checkpoint is the dedicated Data Science Review Board, which encourages and enforces best practices in data quality and model building across the organization. “What happens when AI incorrectly identifies someone in a criminal investigation due to inaccuracies in AI-based facial recognition technology? EMPLOYER / POST JOBS; ... Focus of Role:Ethical AI practices internally and externally through the use of our products. Salesforce is integrating ethics and values into its use of AI, day-to-day decision making processes, and to connect with customers. Baxter notes a key part of the employee-engagement strategy is involving internal and external experts in conversations, so that employees are challenged by a mix of perspectives. The company implements in-app guidance through a feature called Einstein Discovery. Take ZIP code, for example, a factor that is often highly correlated with race in the US. Get the AI Podcast through iTunes, Google Podcasts, Google Play, Castbox, DoggCatcher, Overcast, PlayerFM, Pocket Casts, Podbay, PodBean, PodCruncher, PodKicker, Soundcloud, Spotify, Stitcher and TuneIn. In this blog post, we share early lessons For example, algorithms can perpetuate harmful stereotypes if left unchecked, which is why Salesforce Einstein, our artificial intelligence platform, has features baked into the platform that help users identify and remove these predictions. Companies must recognize the unintended effect. See our cookie policy for further details on how we use cookies and how to change your cookie settings. Perhaps most importantly, the end user of the product must have all the tools needed to use AI responsibly. For all the good that AI can bring, responsible tech companies understand they must recognize, prepare for, and mitigate the potential unintended, harmful effects. Susan Latham Administrative Support at Genesis10 at DST Albany, NY. Investments in AI should be accompanied by funding for research to ensure AI’s beneficial use and tackle thorny questions as they relate to computer science, economics, law, ethics, and social studies, such as: PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP and SP are registered marks of the Project Management Institute, Inc. PRINCE2 ® is a registered trade mark of AXELOS Limited; ITIL ® is a registered trade mark of AXELOS Limited; MSP ® is a registered trade mark of AXELOS Limited; The Swirl logo TM is a trade mark of AXELOS Limited, used under permission of AXELOS Limited. For example, a new hire “bootcamp” trains employees to cultivate an ethics-by-design mindset from the very start of their Salesforce career. Einstein for Sales Cloud, on the other hand, is often used by sales reps without a background in data science or statistics so they might be overwhelmed by the level of detail shown to Einstein Discovery users. For all the good that AI can bring, responsible tech companies understand they must recognize, prepare for, and mitigate the potential unintended, harmful effects. Add to Trailmix. She served as CEO from 2001 – 2018, during which time Fíonta provided support to nearly 1,000 nonprofits. Another tool is “consequence scanning,” an exercise that asks participants to envision potentially unintended outcomes of a new feature and how to mitigate harm. Published: August 6, 2019 Earlier this year, Danielle Cass and I ran a workshop with 23 ethical AI practitioners from 15 organizations and shared out insights of what they are doing that has been successful and the open questions or challenges they are working through. Chief Equality Officer Tony Prophet and April Oliver, Associate General Counsel, Office of Ethics & Integrity at Salesforce. As AI becomes more prevalent in the enterprise, Ethical AI is becoming the new imperative in digital transformation. Speaking in the same webinar, Kathy Baxter, Architect, Ethical AI Practice at Salesforce, explained what those parameters look like at Salesforce: Kathy Baxter, the architect of ethical AI practice at Salesforce, is helping her team and clients create more responsible technology. “Einstein, the first comprehensive AI solution for CRM, will give our customers the ability to experience the power of AI right inside the applications they use everyday,” said Benioff. Add to Trailmix. How do we make it as easy as possible for our customers to do the right thing, and to make it as hard – or even impossible – for them to do the wrong thing?,’” Baxter explains. Recognizing the need for a dedicated team, in 2018 Baxter wrote a job description and soon found herself with a new role. NVIDIA websites use cookies to deliver and improve the website experience. These best practices will be leveraging research in the policy and ethics space. Incomplete. No thanks, just apply. 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