Research Note
Private Assistant and Public Persona Governance Framework
A private assistant may serve one person with private drafts. A team assistant adds shared sources, access control, and organizational accountability. A public persona ad
Private Assistant and Public Persona Governance Framework
Audience is an architecture decision
A private assistant may serve one person with private drafts. A team assistant adds shared sources, access control, and organizational accountability. A public persona adds strangers, bystanders, identity, discoverability, moderation, abuse, support, and public records.
The same model and instructions can therefore produce very different risk.
Identity
Record who created the system, who it represents, whether the represented person or organization consented, how AI use is disclosed, and what the system must never imply. A visual avatar, voice, biography, or creator connection can increase the chance that a user mistakes generated speech for an authorized statement.
Data
Map prompts, profile information, connected content, location, logs, human review, vendor improvement, partner access, retention, export, and deletion. Include people mentioned in a prompt who never agreed to interact with the system.
Moderation and care
Define prohibited uses, age and geography boundaries, automated and human moderation, reporting, response time, appeal, escalation, incident notification, and shutdown. Public companionship or professional-advice framing requires special caution.
Scope choices
The viable choices are not only private or public. A system may remain personal, be shared with named testers, be limited to an organization, face a restricted audience, be made public, or not launch.
Release rule
Public reach is not evidence of product readiness. Launch requires an accountable owner, current platform review, identity and consent review, privacy and security review, moderation coverage, support, logging, incident response, deletion, and a tested shutdown path.
Sources
Follow the evidence.
- youtu.be: nAW62 6pXaUyoutu.be
- tsapps.nist.gov: get pdftsapps.nist.gov
- blog.google: google gemini update august 2024blog.google
- support.google.com: 15146780support.google.com
- about.fb.com: create your own custom ai with ai studioabout.fb.com
- NIST AI Risk Management Frameworknist.gov
- Gemini Apps Privacy Hubsupport.google.com
- privacycenter.instagram.com: policyprivacycenter.instagram.com
- daltonanderson.ghost.io: google gems vs meta ai building your first ai agentdaltonanderson.ghost.io
- ai.meta.com: ai studioai.meta.com
- facebook.com: 1675196359893731facebook.com
- support.google.com: 15235603support.google.com
- support.google.com: 16504957support.google.com
- open.spotify.com: 0ZMJAP0X2CzPVbC83gaWagopen.spotify.com