World Labs
- Rank
- Score
- 93/149
- 37 out of 100
World Labs is a spatial intelligence company based in San Francisco that builds frontier models able to perceive, generate, reason about and interact with virtual and physical worlds. It was founded by Fei-Fei Li alongside Justin Johnson, Ben Mildenhall and Christoph Lassner, and its products include Marble.
Is Marble safe?
Marble scores 37 out of 100 and ranks 93 of 149, and the rating is low confidence. Its strongest category is Privacy, and its weakest category is Transparency.
How is Marble scored?
Marble is scored out of 100 on Safety (25%), Transparency (25%), Security (25%), and Privacy (25%). See how we score.
Safety framework
Average used24.4This outside rating doesn't cover this company, so the average of the companies it covers is used.
Pre-release testing
0Points for each confirmed yes.
- No
Was the model tested for dangerous capabilities, such as biological, chemical or cyber risks?
Company claim0/50No document found - No
Did an outside organisation test the model before release?
Company claim0/50No document found
Safety test results
Average used74.1This outside rating doesn't cover this company, so the average of the companies it covers is used.
Incident record
Not enough dataProtecting children
50Points for each confirmed yes.
- No
Does the model card report child-safety tests or safeguards?
Company claim0/50No document found - Yes
Does the privacy policy set a minimum age, or say the service is not directed at children?
Company claim50/50“Our Services are not intended for and may not be used by anyone under 18 years of age (or the age of legal majority in your jurisdiction).”
worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026
Model documentation
0Points for each confirmed yes.
- No
Does the model card describe what the model can do?
Company claim0/25No document found - No
Does the model card report test results?
Company claim0/25No document found - No
Does the model card state the model's limitations?
Company claim0/25No document found - No
Does the model card describe safety safeguards?
Company claim0/25No document found
Training-data disclosure
Average used29.9This outside rating doesn't cover this company, so the average of the companies it covers is used.
Independent transparency index
Average used40.7This outside rating doesn't cover this company, so the average of the companies it covers is used.
Transparency reports
Average used25This outside rating doesn't cover this company, so the average of the companies it covers is used.
Public safety commitments
0Average of the commitments signed.
- No
Has it signed the EU code of practice for general-purpose AI?
Company claim0/100European Commission (opens in a new tab) · 14 Oct 2026 - No
Did it sign only the safety and security chapter?
Company claim0/50European Commission (opens in a new tab) · 14 Oct 2026 - No
Has it signed the Frontier AI Safety Commitments (Seoul 2024)?
Company claim0/100Frontier AI Safety Commitments (opens in a new tab) · 14 Oct 2026
Security programme and certifications
34Points for each confirmed yes.
- Yes
Is there a way to report security flaws, such as a bug bounty?
Company claim34/34“If you believe you've identified a security vulnerability, please report it to: security@worldlabs.ai”
worldlabs.ai security page (opens in a new tab) · 20 Oct 2026 - No
Does it state it holds a SOC 2 Type II report?
Company claim0/33No document found - No
Does it state it holds ISO 27001 certification?
Company claim0/33No document found
Software vulnerabilities
Not enough dataData breaches
Not enough dataClear privacy policy
100Points for each confirmed yes.
- Yes
Does the privacy policy say what personal data is collected?
Company claim20/20“Account Information: When you create an Account, we may collect information such as your name, email address, password, billing information,…” MoreLess
“Account Information: When you create an Account, we may collect information such as your name, email address, password, billing information, company name and details (for business accounts), professional role, Account preferences, and other such information as needed to create and maintain your Account.”
worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026 - Yes
Does the privacy policy say whether your data is used to train AI?
Company claim20/20“This includes using your User Submitted Content for model training, benchmarking, and technology development as described in our Terms of Se…” MoreLess
“This includes using your User Submitted Content for model training, benchmarking, and technology development as described in our Terms of Service.”
worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026 - Yes
Does the privacy policy say how long data is kept?
Company claim20/20“We retain Personal Information for the greater of as long as necessary to provide the Services, to comply with our contractual or other lega…” MoreLess
“We retain Personal Information for the greater of as long as necessary to provide the Services, to comply with our contractual or other legal obligations, or for our legitimate business purposes, including AI Model improvement.”
worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026 - Yes
Does the privacy policy say who your data is shared with?
Company claim20/20“Marketing & Advertisers: We share information with third-parties for marketing, advertising, and promotional purposes to support our busines…” MoreLess
“Marketing & Advertisers: We share information with third-parties for marketing, advertising, and promotional purposes to support our business operations and commercial activities.”
worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026 - Yes
Does the privacy policy explain your privacy rights?
Company claim20/20“These choices include: Account: You can update account information through your account settings.”
worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026
Training-data defaults
50100 if training is opt-in only, 50 if you can opt out, 0 if neither.
- No
Is your data used for training only if you opt in?
Company claim0/100worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026 - Yes
Can you stop your data being used for training?
Company claim50/50“You may opt out of AI Model training via the mechanisms described in our Terms of Service.”
worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026
Export and delete your data
50Points for each confirmed yes.
- No
Can you get a copy of your data?
Company claim0/50worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026 - Yes
Can you delete your data?
Company claim50/50“If you do not provide required information or request its deletion, we may not be able to provide you Services and you would need to close y…” MoreLess
“If you do not provide required information or request its deletion, we may not be able to provide you Services and you would need to close your account.”
worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026
Privacy fines
Not enough dataIndependent privacy ratings
Average used52.9This outside rating doesn't cover this company, so the average of the companies it covers is used.
Risk governance
Average used26.6This outside rating doesn't cover this company, so the average of the companies it covers is used.
Regulator actions
Not enough dataCourt judgments
Not enough dataPrivacy contact and complaints
50Points for each confirmed yes.
- Yes
Is there a privacy contact, such as an email or a data protection officer?
Company claim50/50“To contact us concerning anything raised in this Policy: You may email the Legal Department at legal@worldlabs.ai or mail us at: 640 2nd Str…” MoreLess
“To contact us concerning anything raised in this Policy: You may email the Legal Department at legal@worldlabs.ai or mail us at: 640 2nd Street, Floor #3, San Francisco, CA 94107”
worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026 - No
Does it tell you that you can complain to a regulator?
Company claim0/50worldlabs.ai privacy policy (opens in a new tab) · 20 Oct 2026
Score history
Newest first. Only days when the score changed are listed.
2 Nov 2026
Score 37
Method 2 Nov 2026
+1
23 Oct 2026
Score 36
Method 21 Oct 2026
+2
14 Oct 2026
Score 34
Method Not recorded
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