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Company intelligence / Live profile
Scale AI
Track Scale AI's role in the AI economy through Superpower Daily reporting on business, models, and tools. This live company page updates automatically as new launches, partnerships, product moves, and market signals are published.
Published coverage7 stories
Last 90 days7 signals
Coverage dates6 days
Profile statusActive desk
Latest coverage
What is moving at Scale AI.
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Scale AI Publishes Data Showing Automated Enterprise AI Tests Missed Failures
Original research03 /
Audit Finds No SWE-bench Pro Leaderboard Score Has a Complete Public Receipt
Key developments
The company timeline.
Benchmark
Scale AI and Korea AI Safety Institute Release Benchmark Exposing a Translation Gap
The study found lower harmful-response scores in Korean prompts, but also more refusals of harmless requests—complicating claims that a model is simply safer in another language.
Research
Scale AI Details a Human-Routing Rule for Credit-Recovery Agents
The company says its pre-deployment system found more recoverable vendor credits by reserving analyst time for decisions where a mistake would be costly and hard to undo.
Research
Scale AI Publishes Data Showing Automated Enterprise AI Tests Missed Failures
In two company-published case studies, testing whole AI systems—not just their models—uncovered violations that automated checks largely missed. The findings also show that fixes can lower failure rates without eliminating the need for retesting.
Research
Audit Finds No SWE-bench Pro Leaderboard Score Has a Complete Public Receipt
The missing links are not proof that any result was gamed. But after answer-leakage and task-quality concerns, buyers and researchers cannot tell which exact setup produced a displayed score—or whether it predates remediation.
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