Community View vs Gadeon

Community View is a comprehensive mapping and property search application for the entire nation. Search for parcels by owner name, address, or parcel ID. View detailed property information, tax records, and clerk records. Explore interactive maps with multiple data layers including ownership, zoning, roads, and public lands.Features: • Search parcels by owner, address, or parcel ID • View detailed property information including acreage and property values • Access tax records and clerk records with direct links • Interactive maps with multiple data layers: - Property ownership boundaries - Zoning information - Roads and easements - Public lands - PLSS (Public Land Survey System) sections - Conservation easements • Multiple basemap options including satellite imagery and topographic maps • Advanced search with county filtering• Property highlighting and selection tools • Export and print capabilities Perfect for real estate professionals, property owners, researchers, and anyone needing de

Gadeon runs Qwen3.5 and QwenPaw hybrid language models entirely on your device's Apple Neural Engine, using Core ML as its only framework dependency. There's no C, no Python, and no cloud calls: every token is generated locally, keeping your conversations private. Under the hood, these models mix Gated DeltaNet recurrent layers with a smaller number of attention layers. Gadeon compiles that hybrid architecture directly onto the Neural Engine's dataflow accelerator, so both prompt processing (prefill) and token generation (decode) run on-chip instead of falling back to the CPU or GPU. On an Apple Silicon Mac, prefill measures roughly 2 to 2.4 times faster and about 4.4 times more energy-efficient per token than a Metal GPU baseline, while leaving the GPU free for other work. Conversations in Gadeon are append-only: each turn extends the model's fixed-size recurrent state instead of re-processing the entire chat history, so response latency doesn't grow as a conversation gets longer. The app can also roll back to an earlier point in a conversation, dropping reasoning traces or replaying tool calls in a clean form without reprocessing everything from scratch. For ternary-quantized models, Gadeon switches to a pure-Swift Metal GPU backend behind the same session and tokenizer interface, so both compute paths feel identical from the chat UI. Gadeon is a proof of concept for bringing Gated DeltaNet hybrid models to the Neural Engine through Core ML - built to explore what's possible on Apple's own silicon.