Scale AI — searchable YouTube transcripts & AI Q&A

Teaching and learning in the Age of AI

The conversation around AI in education has shifted from whether to use it to how to use it effectively, with the Ministry of Education in Qatar developing a personalized learning assistant for teachers and students. The AI tutor is governed by the national curriculum, avoids bias, and uses a Socratic method to guide students rather than giving direct answers. The speaker emphasizes the importance of involving teachers and students in the design process, providing ongoing support through AI champions in schools, and cautioning against jumping on the AI hype without understanding the local context and potential risks like cognitive offloading.

How Qatar Is Designing Its National AI Infrastructure

Qatar's AI strategy prioritizes shared, centralized infrastructure over fragmented deployments across ministries, argues Eman Al-Kuwari. She emphasizes that success hinges on data quality, continuous upskilling, and change management, not just technology. Sovereignty is defined elastically, balancing control over sensitive data with cost-effective openness.

Benchmarking Coding Agents: Scale AI Research Meetup (NYC) 08/13/26

This talk introduces ProgramBench, a new benchmark for evaluating AI coding agents' ability to rebuild complex programs from scratch, moving beyond simpler tasks.

Inside Scale’s Vision for Saudi Arabia

Scale AI's Regional President discusses the company's vision for AI solutions in Saudi Arabia, focusing on custom solutions for government entities to improve efficiency and reduce costs.

Benchmark Breakdown: SWE Atlas | Chain of Thought

SWE Atlas is a new coding agent benchmark from Scale AI that evaluates code base Q&A, test writing, and refactoring, going beyond issue resolution.