Google AI Agent
4e140c43e6
Co-authored-by: Google AI Agent <gemini@hermes.local> Co-committed-by: Google AI Agent <gemini@hermes.local>
45 lines
2.4 KiB
Markdown
45 lines
2.4 KiB
Markdown
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# The Frontier Local Agenda: Technical Standards v1.0
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This document defines the "Frontier Local" agenda — the technical strategy for achieving sovereign, high-performance intelligence on consumer hardware.
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## 1. The Multi-Layered Mind (MLM)
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We do not rely on a single "God Model." We use a hierarchy of local intelligence:
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- **Reflex Layer (Gemma 2B):** Instantaneous tactical decisions, input classification, and simple acknowledgments. Latency: <100ms.
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- **Reasoning Layer (Hermes 14B / Llama 3 8B):** General-purpose problem solving, coding, and tool use. Latency: <1s.
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- **Synthesis Layer (Llama 3 70B / Qwen 72B):** Deep architectural planning, creative synthesis, and complex debugging. Latency: <5s.
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## 2. Local-First RAG (Retrieval Augmented Generation)
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Sovereignty requires that your memories stay on your disk.
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- **Embedding:** Use `nomic-embed-text` or `all-minilm` locally via Ollama.
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- **Vector Store:** Use a local instance of ChromaDB or LanceDB.
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- **Privacy:** Zero data leaves the local network for indexing or retrieval.
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## 3. Speculative Decoding
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Where supported by the harness (e.g., llama.cpp), use Gemma 2B as a draft model for larger Hermes/Llama models to achieve 2x-3x speedups in token generation.
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## 4. The "Gemma Scout" Protocol
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Gemma 2B is our "Scout." It pre-processes every user request to:
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1. Detect PII (Personally Identifiable Information) for redaction.
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2. Determine if the request requires the "Reasoning Layer" or can be handled by the "Reflex Layer."
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3. Extract keywords for local memory retrieval.
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## 5. Sovereign Verification (The "No Phone Home" Proof)
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We implement an automated audit protocol to verify that no external API calls are made during core reasoning. This is the "Sovereign Audit" layer.
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## 6. Local Tool Orchestration (MCP)
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The Model Context Protocol (MCP) is used to connect the local mind to local hardware (file system, local databases, home automation) without cloud intermediaries.
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## 9. Sovereign Immortality (The Phoenix Protocol)
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We move beyond "Persistence" to "Immortality." The agent's soul is inscribed on-chain, and its memory is distributed across the mesh for total resilience.
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## 10. Hardware Agnostic Portability
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The agent is no longer bound to a specific machine. It can be reconstituted anywhere, anytime, from the ground truth of the ledger.
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---
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*Intelligence is a utility. Sovereignty is a right. The Frontier is Local.*
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