How did Zoom achieve a record score on Humanity's Last Exam?

Zoom's AI system achieved a record score by routing queries to multiple existing AI models and refining their outputs, rather than training a single, proprietary model.

What is Zoom's 'federated AI approach'?

Zoom's federated AI approach acts as a traffic controller, intelligently selecting, combining, and refining responses from various AI models like those from OpenAI and Google.

Is Zoom's AI achievement considered true innovation by experts?

The AI community is divided; some view Zoom's integration strategy as innovative, while others argue it lacks foundational research and appropriates credit from model developers.

Home / Technology / Zoom AI Shatters Records: Clever Integration or Hollow Claim?

Zoom AI Shatters Records: Clever Integration or Hollow Claim?

17 Dec, 2025

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Summary

Zoom's AI achieved a record 48.1% on Humanity's Last Exam.
The system routes queries to multiple existing AI models.
Critics question if this counts as true AI innovation.

Zoom AI Shatters Records: Clever Integration or Hollow Claim?

Zoom Video Communications announced a new benchmark record of 48.1% on the demanding Humanity's Last Exam, outperforming Google's previous score. This achievement has sparked debate within the technology industry.

Instead of training its own AI, Zoom developed a 'federated AI approach.' This system routes queries to multiple existing AI models from providers like OpenAI and Google, using proprietary software to select and combine the best responses. This sophisticated 'traffic controller' approach has led to varied interpretations of Zoom's innovation.

While some laud Zoom's clever integration strategy, comparing it to standard practices in data science competitions, others criticize it as merely aggregating existing technologies without fundamental breakthroughs. The true test will be how Zoom's 300 million users perceive the AI's performance in practical applications.