Google Gemini
TAS Score: S0/3 — D1/5 — A0 / T0 (S0: Pause ❌ — Google controls the service. Exit ❌ — no model export. Recoverability ❌ — no rollback.) (D1: Personalisation ⚠️ deep user profiling. Urgency ⚠️ ecosystem lock-in pressure. Hidden cost ⚠️ data feeds Google’s ecosystem. Transparency fragility ⚠️ proprietary.)
Note: Google’s open-weight models (Gemma) are a separate product and score A3/T2 when self-hosted. This card covers the Gemini API and web interface.
Brief Description
Cloud-based AI by Google. Gemini models accessible via API, web interface (gemini.google.com), and integrated into Google Workspace. Proprietary. Part of Google’s broader data ecosystem.
Why it’s in the catalog
Gemini is one of the most widely available AI services through Google integration. Including it shows the autonomy gap — especially notable because Google also publishes Gemma (open-weight, A3/T2). Same company, radically different autonomy.
Architectural Role
Cloud-hosted compute/inference. All processing on Google infrastructure. Deep integration with Google ecosystem (Workspace, Search, Android).
Technical Autonomy
- Works without internet — no
- Stores data locally — no
- Does not require external accounts — requires Google account
- Allows data export — limited conversation export
- Provides offline updates — no
Philosophical Assessment (whose.world criteria)
| Criterion | Status | Comments |
|---|---|---|
| Pause | ❌ | Google controls the service. |
| Exit | ❌ | Cannot export model. Limited data export. |
| Recoverability | ❌ | No rollback. Model changes without notice. |
| Visibility | ❌ | Proprietary. No source, no weights. |
| External Dependencies | ❌ | Entirely Google-dependent. |
Autonomous Alternatives
| Alternative | Autonomy | Notes |
|---|---|---|
| Gemma (self-hosted) | A3 / T2 | Google’s open-weight models. Run via Ollama. |
| Ollama + Open WebUI | A3 / T2 | Self-hosted chat. |
| DeepSeek-R1 | A3 / T2 | Open-weight reasoning. |
Trajectory
Direction: closing
Gemini API is proprietary and cloud-locked. Pricing competitive but ecosystem-integrated — the more you use Google services, the deeper the lock-in. Gemma (open-weight) exists but is a separate, smaller product line.
Signal assessment:
| Signal | Status | Evidence |
|---|---|---|
| License | ⚠️ | Proprietary. Gemma is open, Gemini is not. |
| Feature gating | ⚠️ | Free tier limited. Best models behind paid API/subscription. |
| Self-hosting | ⚠️ | No self-hosted option for Gemini. Gemma is self-hostable. |
| Governance | ⚠️ | Google controls everything. |
Signal key: ✅ opening · ➖ neutral · ⚠️ closing
Sources
- Website: gemini.google.com
- Documentation: ai.google.dev