Separate the questions
Assess local processing, model quality and operational capacity independently.
Learning note
Local AI and the disappearing infrastructure excuse
Local models can change data-residency choices, but they do not remove governance, support or verification work.
Read the canonical MarketImpact source (opens in a new tab)Who this is for
- Governance and IT
- Managers
- Practitioners
Topics
- Infrastructure
- AI governance
- Verification
AidGPT practice boundary
Use the source without outsourcing judgement
Practise with fictional or synthetic material before considering real work. Keep the task bounded, verify outputs against approved sources, and leave consequential decisions with an accountable person.
- TASK Frame
- SOURCE Ground
- CHECK Verify
- DECISION Own
Put this into practice
Keep the source rule
Local deployment does not make unverified output reliable.
Source and provenance
Source and provenance record
AidGPT learning adaptation of MarketImpact commentary. Consult the canonical publication for the full source material.