What are the hidden costs and limitations of relying on GitHub Copilot for daily software development in a regulated industry?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hidden costs and limitations of relying on GitHub Copilot for daily software development in a regulated industry?
3 real searches · 1 real-search pass
GitHub Copilot Business Enterprise data privacy prompts suggestions retention training public code matching policy documentation 2026Google ↗
OBSERVED
GitHub Copilot trust center security compliance audit logs data residency enterprise policies documentationGoogle ↗
OBSERVED
NIST AI Risk Management Framework generative AI profile human oversight software development secure codingGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
GitHub Copilot Business Enterprise data privacy prompts suggestions retention training public code matching policy documentation 2026 Google ↗
GitHub Copilot trust center security compliance audit logs data residency enterprise policies documentation Google ↗
NIST AI Risk Management Framework generative AI profile human oversight software development secure coding Google ↗
- Reviewing audit logs for GitHub Copilot · docs.github.com
- Resources for getting approval of GitHub Copilot · docs.github.com
- Hosting of models for GitHub Copilot · docs.github.com
- Trust Center · copilot.github.trust.page
- GitHub Copilot with data residency · docs.github.com
- GitHub Copilot · Your AI coding agent · GitHub · github.com
- Managing GitHub Copilot policies as an individual subscriber · docs.github.com
- Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile · nvlpubs.nist.gov
- Secure Software Development Framework · csrc.nist.gov
- Secure Software Development Practices for Generative AI and Dual-Use Foundation Models: An SSDF Community Profile · nist.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitHub Copilot Business Enterprise data privacy prompts suggestions retention training public code matching policy documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
GitHub Copilot trust center security compliance audit logs data residency enterprise policies documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NIST AI Risk Management Framework generative AI profile human oversight software development secure coding OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |