Google · Google AI Principles

Scientific Excellence Standard

Low severity
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What it is

Google commits to following rigorous scientific standards in its AI research and to sharing research publicly so others can benefit and build on it.

Consumer impact (what this means for users)

This provision means Google promises to conduct and share AI research transparently, which indirectly benefits consumers by enabling independent scientists to evaluate and critique Google's AI methods and safety claims.

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Why it matters (compliance & risk perspective)

This commitment to open research sharing has implications for intellectual property, competitive dynamics, and public accountability — if Google publishes safety-critical AI research, the public and regulators gain visibility into Google's AI capabilities and risks.

View original clause language
Uphold high standards of scientific excellence. Technology advancement is a good in itself, and we believe it is possible to follow the highest standards of scientific excellence while also being attentive to the potential impacts of our work. We will work with a range of stakeholders to promote thoughtful leadership in this area, drawing on scientifically rigorous and multidisciplinary approaches. We actively support research that advances the state of the art in AI in ways that are safe and beneficial, and we aim to responsibly share our research and tools to allow others to develop useful applications.

Institutional analysis (Compliance & legal intelligence)

REGULATORY FRAMEWORK: This provision engages the EU AI Act Art. 53 (obligations for general-purpose AI model providers to publish training data summaries and technical documentation); the US EO 14110 requirements for frontier AI developers to share safety test results with the federal government; and emerging academic integrity frameworks for AI research. Intellectual property implications intersect with patent law and trade secret protections. No single regulatory authority directly enforces this provision.

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Applicable agencies

  • FTC
    FTC Act Section 5 applies if selective research disclosure by Google creates misleading public impressions about the safety or capabilities of its AI systems.
    File a complaint →

Provision details

Document information
Document
Google AI Principles
Entity
Google
Document last updated
March 24, 2026
Tracking information
First tracked
April 27, 2026
Last verified
April 27, 2026
Record ID
CA-P-003180
Document ID
CA-D-00016
Evidence Provenance
Source URL
Wayback Machine
SHA-256
01eac047cd91414b4bffbdeac9454c7595d79a555798103c33fd9d1b80ee2c7f
Verified
✓ Snapshot stored   ✓ Change verified
How to Cite
ConductAtlas Policy Archive
Entity: Google | Document: Google AI Principles | Record: CA-P-003180
Captured: 2026-04-27 09:45:22 UTC | SHA-256: 01eac047cd91414b…
URL: https://conductatlas.com/platform/google/google-ai-principles/scientific-excellence-standard/
Accessed: April 28, 2026
Classification
Severity
Low
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