Expired50% confidenceFactExact time
Both OpenAI and Anthropic internally maintain large-scale eval datasets and treat them as core infrastructure for model iteration.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Andrew Ng on AI Agent Development: Evaluation and Error Analysis Are the Core Competitive Advantage
bilibili吴恩达Agentic6/12/2026
Related Claims
UnverifiedLeading institutions such as OpenAI and Anthropic both treat Evals as core infrastructure for model iteration.85% similarUnverifiedOpenAI relies on Microsoft's Azure cloud infrastructure, Meta accumulates computing power through self-built data centers, and xAI has chosen the path of building its own supercomputing infrastructure.77% similarUnverifiedAs the model developer behind Codex, OpenAI can perform deep optimizations on its own infrastructure, eliminating the intermediate cost of third-party API calls and thus holding a structural cost advantage.76% similar
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