Scale AI / Scale Labs
SIRDA Overview
SIRDA editorial content. This researched account is not written or approved by Scale AI / Scale Labs. Published positions are summarized from public sources.
organization · Company · listed
- Name
- Scale AI / Scale Labs
- Profile slug
- scale-ai-safety-and-alignment-lab
- Version
- 2
- Focus areas
- Evaluation & independent auditing
- Dangerous-capability evaluation
- Standards, assurance & certification
- Founded
- Not recorded
- Headquarters
- Not recorded
- Website
- https://scale.com/safety
- Leadership: public roles
- Not recorded
What they do
SIRDA editorial
At a glance
Scale AI research organization covering model capability, safety, evaluation, alignment, agents, post-training and deployment; Scale Labs extends the earlier SEAL program.
Also known as: Scale Labs, SEAL, Safety, Evaluation, and Alignment Lab
Its current place in the ecosystem spans evaluation and independent auditing, dangerous-capability evaluation, and standards and assurance. SIRDA tags its operational roles as AI evaluation and safety research and assurance.
Current context: Scale Labs launched in March 2026 as a broader research hub extending the earlier Safety, Evaluation, and Alignment Lab (SEAL). Meta's 2025 minority investment is relevant corporate context; Scale states that it remains independent.
Current work and relevance
SIRDA has not yet completed dedicated research into Scale AI / Scale Labs's current work beyond what is summarized above; this section is marked research-needed and will be revised as sourced findings become available.
SIRDA tracks Scale AI / Scale Labs as part of the measurement and verification layer. Its work is most relevant where technical findings must become trusted evidence for decisions. The constitutional problem begins after measurement: who interprets the result, how uncertainty is represented, and what procedure authorizes a consequential response.
Relationship web
- Meta AI: Meta made a major minority investment in Scale AI in June 2025; Scale states it remains independent
Sources
- Official or primary page: Scale AI Safety & Alignment Lab
- Introducing Scale Labs
- Scale AI Announces Next Phase of Company’s Evolution
Editorial note
This is SIRDA editorial content. Inclusion is an educational listing. It does not mean the subject has joined SIRDA, endorsed the founding inquiry, or approved this description. Factual corrections can be incorporated with a visible revision record, and substantive disagreements can be published as attributed responses.
Stated expertise
Expertise the organization has stated in its own published material, not a SIRDA ranking.
No stated expertise recorded.
Key work
No key work recorded.
Sources
Version history
House capitalization in displayed editorial summaries is standardized; stored historical versions are unchanged.
Version 2: Published SIRDA editorial snapshot: 2026-09-23 00:00:00+00
organization · Company · listed
- Name
- Scale AI / Scale Labs
- Profile slug
- scale-ai-safety-and-alignment-lab
- Version
- 2
- Focus areas
- Evaluation & independent auditing
- Dangerous-capability evaluation
- Standards, assurance & certification
- Founded
- Not recorded
- Headquarters
- Not recorded
- Website
- https://scale.com/safety
- Leadership: public roles
- Not recorded
What they do
SIRDA editorial
At a glance
Scale AI research organization covering model capability, safety, evaluation, alignment, agents, post-training and deployment; Scale Labs extends the earlier SEAL program.
Also known as: Scale Labs, SEAL, Safety, Evaluation, and Alignment Lab
Its current place in the ecosystem spans evaluation and independent auditing, dangerous-capability evaluation, and standards and assurance. SIRDA tags its operational roles as AI evaluation and safety research and assurance.
Current context: Scale Labs launched in March 2026 as a broader research hub extending the earlier Safety, Evaluation, and Alignment Lab (SEAL). Meta's 2025 minority investment is relevant corporate context; Scale states that it remains independent.
Current work and relevance
SIRDA has not yet completed dedicated research into Scale AI / Scale Labs's current work beyond what is summarized above; this section is marked research-needed and will be revised as sourced findings become available.
SIRDA tracks Scale AI / Scale Labs as part of the measurement and verification layer. Its work is most relevant where technical findings must become trusted evidence for decisions. The constitutional problem begins after measurement: who interprets the result, how uncertainty is represented, and what procedure authorizes a consequential response.
Relationship web
- Meta AI: Meta made a major minority investment in Scale AI in June 2025; Scale states it remains independent
Sources
- Official or primary page: Scale AI Safety & Alignment Lab
- Introducing Scale Labs
- Scale AI Announces Next Phase of Company’s Evolution
Editorial note
This is SIRDA editorial content. Inclusion is an educational listing. It does not mean the subject has joined SIRDA, endorsed the founding inquiry, or approved this description. Factual corrections can be incorporated with a visible revision record, and substantive disagreements can be published as attributed responses.
Stated expertise
Expertise the organization has stated in its own published material, not a SIRDA ranking.
No stated expertise recorded.
Key work
No key work recorded.
Sources
Official Profile
This profile has not yet been claimed. SIRDA has created an educational listing for Scale AI / Scale Labs and invites an authorized representative to provide their own account.
Listed for educational purposes. Listing does not imply Alliance membership or endorsement. Correction submissions are not yet available.