Scale AI supplies the data that AI labs use to train and test their models, and it builds custom AI applications for companies and government agencies such as the Pentagon. It first made its name labeling camera and sensor data for self-driving car companies like Waymo, then worked with OpenAI on InstructGPT, the 2022 forerunner of ChatGPT. Freelancers, some of them doctors and lawyers, write, label, and grade examples through its Outlier platform, and labs pay Scale for this data and for tests of model quality. Clients pay Scale to build AI tools on their own data, and some of those tools run on classified military networks. Alexandr Wang and Lucy Guo founded Scale AI in 2016, and it is based in San Francisco.
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Lindbergh partners with UMSL, Scale AI to launch national free AI course for educators. November 2, 2026 Scale AI, Lindbergh Schools and the University of Missouri-St. Louis launched the course "Fundamentals of AI for Educators" on Oct. 30 with a press conference held at UMSL's Richter Family Welcome and Alumni Center. Pictured L-R back row: Lindbergh's Director of Artificial Intelligence and Blended Learning Colin Davitt; AJ Segal, Head of Workforce and Workspaces, Public Sector at Scale AI; Lindbergh Schools Superintendent Tony Lake; and UMSL's Interim Chancellor Chris Spilling. L-R front row: Missouri Rep. Wesley Bell; Long Elementary School music teacher Noelle Nations; Truman Middle School Library Media Specialist Megan Vallis; and Sperreng Middle School science teacher Robert Zielinski. Photo courtesy of Lindbergh Schools. Leaders from Lindbergh Schools, the University of Missouri-St. Louis (UMSL), Scale AI - an artificial intelligence infrastructure company - and Missouri Rep. Wesley Bell came together on Oct. 30 to announce the launch of a new, free artificial intelligence initiative created to assist K-12 educators in navigating the ever-changing landscape of technology. "It gives (educators) a chance to really understand the fundamentals of AI and to understand how to harness it and when to use AI, when not to use AI, how to continue to ask follow-up questions and the great things that AI can help them in the classroom so they can bring it to students," AJ Segal, Head of Workforce and Workspaces for Scale AI Public Sector - and a Lindbergh Schools parent - told The Call. The course, titled "Fundamentals of AI for Educators," was developed by Lindbergh Schools' Colin Davitt, the district's director of artificial intelligence and blended learning, in partnership with Scale AI. Piloted by 20 Lindbergh teachers over the summer, it is now available not only to local educators but also to educators from across the country through UMSL's Advanced Workforce Center. Teachers can work at their own pace, though the course should take approximately 12 hours to complete. Once completed, educators will receive a certificate of completion and a microcredential with a digital badge that can be displayed on resumes, portfolios and/or LinkedIn pages. "We went from no AI to AI everywhere, and it was something that was moving much faster than other technologies. Our kids were using it, from elementary to the high school, without our help and support. At the same time, my daughter is a first-year first-grade teacher, my wife is a 30th-year reading specialist, and I was thinking about how I can help them understand how to use AI effectively and meaningfully," Davitt told The Call. He later added, "There's no way we could have done this without Scale and without UMSL." The connection between Lindbergh Schools and Scale AI - which has since grown into a collaboration impacting education across the nation - is especially meaningful to Segal as his children attend the district. "This event is particularly personal for me, because my two kids are Lindbergh students," Segal said. "As a parent, I see firsthand how much teachers influence the way our children learn, and I think a lot about what it means to prepare them for a world where AI will be part of their everyday lives. Education is an area where we see a tremendous opportunity, and I believe giving teachers the resources and confidence to use these tools is one of the most meaningful investments that we can make." Bell later expounded on the importance of the collaboration between his office, Scale AI, UMSL and Lindbergh. "This was a natural partnership, but also one that we were deliberate about," Bell told The Call. "The work that they're doing here is just tremendous. And we're talking about our most valuable resource: young people."
Scale AI, Lindbergh Schools and UMSL partnering to train teachers to make effective use of AI in their classrooms. A new course, developed through the partnership, will help K-12 educators build common understanding, vocabulary and expertise in AI. Lindbergh educators Noelle Nations, Megan Vallis and Robert Zielinski received certificates after piloting a new "Fundamentals of AI for Educators" microcredential course developed through a collaboration between Scale AI, Lindbergh Schools and UMSL. They were flanked by (from left) Congressman Wesley Bell, Lindbergh Director of AI and Blended Learning Colin Davitt, Scale AI Head of Workforces and Workspaces AJ Segal, Lindbergh Schools Superintendent Tony Lake and UMSL Interim Chancellor Chris Spilling at an event to announce the new free online course, now being offered through UMSL's Advance Workforce Center. The event took place Friday morning at UMSL's Richter Family Welcome and Alumni Center. (Photos by Derik Holtmann) Global business leader Scale AI, Lindbergh Schools and the University of Missouri-St. Louis have partnered on a new initiative that will equip K-12 educators to teach effectively in the age of artificial intelligence, so they can better prepare students for success in a rapidly changing world of careers and opportunities. The organizations have collaborated to develop a course titled "Fundamentals of AI for Educators," designed to help build common understanding, vocabulary and expertise in AI. The 12-hour course is being offered nationwide at no cost through UMSL's Advanced Workforce Center. U.S. Representative Wesley Bell speaks at an event to announce the new "Fundamentals of AI for Educators" course developed through a collaboration between Scale AI, Lindbergh Schools and the University of Missouri-St. Louis. "Teachers are central to preparing the next generation to understand and use AI, and making sure they have access to the right training is an important part of that work," said AJ Segal, Head of Workforce and Workspaces, Public Sector at Scale AI. "By combining the expertise of educators with our technical knowledge and UMSL's ability to reach teachers nationwide, we're building a program that can make a meaningful difference in classrooms here in St. Louis and across the country." Teachers can complete the course at their own pace. During the course, they will: * learn to use AI ethically and effectively in the classroom; * prioritize teacher-student interactions and personalized instruction through appropriate use of AI; * develop strategies to teach students core "AI-ready" skills such as critical thinking, creativity and responsible technology use; * and design a classroom-ready instructional artifact that meaningfully integrates artificial intelligence tools to support learning goals. At left, Lindbergh Director of AI and Blended Learning Colin Davitt walks Congressman Wesley Bell through the Fundamentals of AI for Educators course developed through a collaboration with Scale AI, Lindbergh Schools and the University of Missouri-St. Louis. At right, UMSL Interim Chancellor Chris Spilling also gets a demonstration from Lindbergh educator Robert Zielinski, a science teacher at Sperreng Middle School. Teachers who complete the course will receive a certificate of completion from UMSL's Advanced Workforce Center and a microcredential with a digital badge they can display on their resume, portfolio or LinkedIn page. Lindbergh's Director of Artificial Intelligence and Blended Learning Colin Davitt worked with Scale AI engineers and education experts to develop the curriculum last year. A group of 20 teachers in Lindbergh Schools piloted the program this past summer. "We are grateful for this opportunity to partner with a global leader in artificial intelligence, and for this generous partnership that will share their expertise to train up Lindbergh teachers and ultimately impact student success," Lindbergh Schools Superintendent Dr. Tony Lake said. Partnering with UMSL's Advanced Workforce Center allows them to make the program available to educators throughout the state of Missouri and across the country. "The Advanced Workforce Center was created to help bridge the gap between workforce demand and workforce readiness," said Reggie Hill, UMSL's vice chancellor for strategic enrollment and career advancement. "This partnership aligns perfectly with that mission by fostering collaboration, expanding access to training for teachers and creating new opportunities for them to not only learn but pass that knowledge on to their students." The course was developed as part of Scale AI's AI Literacy Initiative, a nationwide program designed to upskill 1,000 teachers and empower 500,000 students between 2025-2029. The initiative is fulfilling the company's June 2025 commitment to the White House's Pledge to America's Youth.
Oracle among AI firms forging ahead with Gulf expansion. Oct 30, 2026, 5:06am PDT US artificial intelligence firms are expanding in the Gulf, a sign that some companies are not shying away despite increased risks to digital infrastructure. Oracle plans to build more data centers in Saudi Arabia and the UAE to meet rising demand, The National reported. And Scale AI, which is 49% owned by Meta and sells labeled data for model training, opened an office at the Dubai International Financial Center, following an agreement to work with a G42 unit to develop AI agents. In Saudi Arabia, New York-listed Snowflake projects it will invest $300 million in the kingdom through 2030; its customers there include dairy company Almarai and PIF-backed developer Red Sea Global. Led by former Google Ads chief Sridhar Ramaswamy, it has plans for two more cloud computing regions and, with the communications ministry, AI training for thousands of Saudis. So far, data center construction has "barely moved the needle for Gulf economies," according to Bloomberg economist Ziad Daoud. The Iran war makes building that infrastructure pricier and riskier; he wrote that hardened security adds 5% to 7% to costs. Still, it appears there is willingness to absorb the new premium.
AI chemistry risk benchmark: Scale launches DualChem via CAISSI. Scale has published DualChem, described by FedScoop as the first AI benchmark released through its CAISSI partnership, to help government agencies assess AI model risk in chemistry applications. What happened. Scale has published DualChem, which FedScoop describes as the first AI benchmark released through its partnership with CAISSI. The benchmark is designed to help government agencies assess the risk that an AI model poses in chemistry applications. The release is aimed at public-sector decision-makers rather than general-purpose AI use. It gives agencies a structured way to judge model risk before AI systems are deployed in chemistry-related work. FedScoop is the only source for this item, and its coverage offers limited detail on the benchmark's methodology, the remit of the CAISSI partnership or the timing of wider availability. Readers should consult the original reporting for those specifics. Why it matters. This points to where AI evaluation is heading. Public bodies increasingly need to know how a model behaves in a specific, high-stakes domain, not only whether it is broadly capable. A domain-specific benchmark turns a general concern into a repeatable test that procurement teams and oversight functions can apply consistently. For digital transformation leaders, the implication is operational. Agencies adopting AI in sensitive areas will need evaluation standards alongside the technology itself, and those standards will shape how services are designed, approved and monitored over time. The renascence take. Most coverage will treat a benchmark as a technical footnote. Renascence see it as a service-design artefact. Whoever defines the test effectively defines what "safe enough" means for the people who will eventually rely on the system. Risk thresholds are never neutral; they encode assumptions about who bears harm and how much friction is acceptable. The behavioural principle at work is that people trust systems they can understand and verify, so evaluation criteria should be legible to the staff and citizens affected, not only to specialists. A customer-obsessed operator in the public sector should ask not just whether a model passes, but what that pass means in a frontline interaction. Build measurement into the service journey from the start rather than bolting it on at approval. This briefing was written by its Newsdesk, synthesising reporting from the outlets below. Follow the links for the original coverage. Questions Renascence get on this topic. DualChem is an AI benchmark published by Scale, which FedScoop describes as the first released through its partnership with CAISSI. It is designed to help government agencies assess the risk an AI model poses in chemistry applications. More in AI Stay ahead of CX Get the signal, not the noise. The stories shaping customer experience - plus the Journal and Experience Loom - in your inbox.
Scale AI signs agreement with United Development Company 29/10/2026 / Economy To establish a headquarters for its operations in The Pearl Doha - Al-Watan Scale AI, which provides high-quality data that supports the world's leading artificial intelligence models and helps companies and governments develop, deploy, and oversee AI applications, yesterday signed an agreement with United Development Company, the main developer of The Pearl and Gewan islands, to establish a long-term headquarters for its operations in Qatar in The Pearl area of Doha. The agreement was signed by Mr. Yasser Salah Al-Jaidah, CEO of United Development Company, and Mr. Amr Samir, regional director of Scale AI in Qatar, at United Development Company's pavilion at Cityscape Qatar 2026, held at the Doha Exhibition and Convention Center. The new office extends over an area of approximately 2,000 square meters and comes in continuation of the five-year partnership that Scale AI announced with the State of Qatar and the Ministry of Communications and Information Technology (MCIT) during Web Summit Qatar 2025. This expansion reflects the company's firm confidence in Qatar's future and its commitment to supporting the state's ambitions in the field of artificial intelligence through its growing team on the ground. On this occasion, Mr. Amr Samir, regional director of Scale AI in Qatar, said: "Qatari leadership has set an ambitious vision to harness artificial intelligence to serve society and strengthen its institutions, and the Ministry of Communications and Information Technology is working to translate this vision into tangible practical capabilities. We value the trust that the State of Qatar and the Ministry have placed in us, and the partnership that brings us together with them. Our confidence in Qatar's long-term vision to build an AI-supported society is stronger than ever. Our headquarters in The Pearl embodies our commitment to contributing to realizing this vision over the coming years, by working side by side with our partners and local talent in Qatar to develop trustworthy artificial intelligence." Through its partnership with the State of Qatar and the Ministry of Communications and Information Technology, Scale AI's team in Doha works across the healthcare, justice, education, higher education, and tourism sectors, along with various government entities. The company employs expertise gained from working with leading laboratories to develop advanced AI models, to help develop, evaluate, and deploy trustworthy AI solutions in line with Qatar's language, culture, and national priorities. Scale AI's team in Doha has grown to include approximately 100 employees, about 50% of whom are technical engineers. To date, the company has succeeded in training or developing the skills of about 6,000 people in Qatar, and it also enables talent in the country to connect with its global network of AI experts. The Pearl Island, developed by United Development Company, is an integrated destination combining office spaces and waterfront residential communities, along with hospitality facilities, restaurants, retail stores, and entertainment destinations. This integrated environment provides Scale AI and other prestigious companies with a suitable headquarters to establish their businesses and expand their presence in Qatar, while giving their work teams the opportunity to benefit from an integrated housing ecosystem and enjoy diverse experiences in Doha. Commenting on the occasion, Mr. Yasser Salah Al-Jaidah, CEO of United Development Company, said: "Scale AI's joining the United Development Company tower represents a step that reflects The Pearl Island's growing status as an attractive destination for leading local and international companies. We continue to work to enhance this status by attracting quality companies that enrich Qatar's business environment and support the growth of sectors based on innovation, technology, and knowledge, thereby enhancing the island's role as an integrated destination for business and investment." 29/10/2026
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Industries
Company Size
1,001-5,000
Company Stage
Acquired
Total Funding
$1.6B
Headquarters
San Francisco, CA
Founded
2016
Find jobs on Simplify and start your career today
Don't see your dream role? Check out thousands of other roles on Simplify.Browse all jobs