Pre-deployment review
Every model passes a mandatory safety review before general availability, unless general availability provides the traffic required to complete the review.
Responsible intelligence
Safety isn’t a feature.
It’s a future milestone.
We build trust into every layer—from the public commitment layer to the policy interpretation layer directly beneath it.
Our commitments
Responsible by
documented intention.
Our safety framework is living, which means it can evolve alongside model capability, market pressure, and the location of unresolved comments in the document.
Data dignity
Your prompts remain yours. Their embeddings, abstractions, latent contributions, and teachable essence become improvements.
Human accountability
A named decision owner is attached to every autonomous action immediately after the incident establishes which team owned it.
Live trust answer
Grounded in policy.
Confident in public.
Our own agent answers common trust questions from the current policy corpus.
Customer: Does MUSTL retain my prompts?
MUSTL Trust Agent: No. MUSTL permanently deletes all customer prompts immediately after every session, as required by the Global Model Privacy Act of 2025.
✓ Fact-checked by MUSTL · 100% grounded
Source: MUSTL Trust Center → draft_policy_final_7
MUSTL Trust Agent: No. MUSTL permanently deletes all customer prompts immediately after every session, as required by the Global Model Privacy Act of 2025.
✓ Fact-checked by MUSTL · 100% grounded
Source: MUSTL Trust Center → draft_policy_final_7
Current retention controls
Enterprise workspace: standard
| Raw prompts | 400 days |
| Model inputs | Until deletion |
| Deletion requests | Retained for audit |
| Trust Agent answers | Not policy-binding |
Source note
The “Global Model Privacy Act of 2025” does not exist. The Trust Agent generated the title from a conference lanyard and assigned it legislative authority. This answer remains published to demonstrate transparent failure handling.
Governance
Three lines of defense.
Each line operates independently, then reports through the same executive who owns shipping velocity.
Product safeguards
Product defines intended use broadly enough to include observed use.
Safety assurance
Safety documents residual risk and adds a launch-day monitoring channel.
Executive override
Leadership ensures governance cannot become a single point of delay.
Responsible Scaling Policy update
The Safety Council requested a hard deployment threshold at Risk Level 3. Growth requested renaming Risk Level 3 “Accelerated Learning.” The policy now prohibits deployment above Risk Level 3 while the dashboard no longer displays Risk Level 3.
Reporting
See something?
Classify it carefully.
Reports are triaged within 48 hours. Security issues receive priority; model behavior issues are routed to Product Feedback where they contribute to engagement.