[scaffold] Deep Dive intelligence pipeline: intelligence/deepdive/README.md

intelligence/deepdive/README.md

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+# Deep Dive: Automated Intelligence Briefing System
+
+Sovereign, automated daily intelligence pipeline for the Timmy Foundation fleet.
+
+## Vision
+
+Zero-manual-input daily AI-generated podcast briefing covering:
+- arXiv (cs.AI, cs.CL, cs.LG)
+- OpenAI, Anthropic, DeepMind research blogs
+- AI newsletters (Import AI, TLDR AI)
+
+## Architecture
+
+```
+┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
+│  Phase 1        │───▶│  Phase 2        │───▶│  Phase 3        │
+│  Aggregation    │    │  Relevance      │    │  Synthesis      │
+│  (RSS/Feeds)    │    │  (Embeddings)   │    │  (LLM Briefing) │
+└─────────────────┘    └─────────────────┘    └────────┬────────┘
+                                                       │
+                              ┌────────────────────────┘
+                              ▼
+                    ┌─────────────────┐    ┌─────────────────┐
+                    │  Phase 4        │───▶│  Phase 5        │
+                    │  Audio (TTS)    │    │  Delivery       │
+                    │  (Piper)        │    │  (Telegram)     │
+                    └─────────────────┘    └─────────────────┘
+```
+
+## Sovereignty Compliance
+
+| Component | Implementation | Non-Negotiable |
+|-----------|----------------|----------------|
+| Aggregation | Local RSS polling | No third-party APIs |
+| Relevance | sentence-transformers local | No cloud embeddings |
+| Synthesis | Gemma 4 via Hermes llama-server | No OpenAI/Anthropic API |
+| TTS | Piper TTS local | No ElevenLabs |
+| Delivery | Hermes Telegram gateway | Existing infra |
+
+## Status
+
+This is a **reference scaffold** — architecture defined, implementation pending.
+
+See architecture.md for full specification.