the-nexus/intelligence/deepdive/README.md

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.