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Why Apache 2.0 Matters
Previous Gemma licensing:
- Custom "Gemma Terms of Use"
- Usage-policy provisions
- Constraints on commercial deployment
Apache 2.0:
- Fine-tune for commercial use ✓
- Redistribute fine-tuned variants ✓
- Embed in commercial products ✓
- No ongoing license obligations ✓
On-Device AI Implications
What's new:
- Full conversational AI on phones, offline
- No data leaving device
- No API costs
- No connectivity requirements
Use cases:
- Healthcare apps (privacy)
- Education (offline areas)
- Finance (data sovereignty)
- Any privacy-sensitive application
Data Sovereignty
The shift:
- European regulators increasingly uncomfortable with US-hosted APIs
- GDPR requires either locked regions or self-hosted
- Gemma 4 + Apache 2.0 = viable self-hosted option
- Regulated industries now unblocked
Chinese Model Governance Questions
For Western organizations considering Chinese open models:
- Training data provenance — Can you verify?
- Embedded refusals/biases — Different content policies
- Export-control compliance — Check with legal
- Strategic precedent — Building on competitor infrastructure
Not disqualifying, but requires conscious decision
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