🟢 IRIS AI: The Neural OS v1.2.1 (The Quantum Core & UI Overhaul)

Welcome to the most significant architectural and visual upgrade in IRIS history. Version 1.2.1 transitions IRIS from a powerful automation tool into a premium, hyper-optimized Agentic Operating System.

We listened to the community: we have completely eradicated the 8-10 second audio latency, fixed critical performance bottlenecks on low-end hardware, and introduced a stunning, cinematic glassmorphic UI across the entire authentication and settings layer.

⚡ Auto-Update Notice: If you are running v1.1.3 or higher, simply navigate to Command Center > SYSTEM to download and apply this patch seamlessly.

🚀 1. The "Zero-Latency" Voice & Audio Engine

The core communication bridge to Gemini 2.5 Flash has been completely rewritten to ensure ultra-low latency, fluid interruptions, and natural conversations.

• Buffered Audio Telemetry (Fixing the 10s Lag): Fixed a critical WebSocket flooding issue where the AudioWorklet was transmitting microscopic data packets 60 times a second. Audio is now intelligently buffered into 4096-frame (250ms) chunks, instantly clearing network traffic jams and dropping response latency to near-zero.
• True Voice Activity Detection (VAD) & Interruption: IRIS now natively supports conversational interruptions. If you speak while the AI is talking, the system instantly detects the interrupted flag, intercepts the active Web Audio nodes, flushes the playback queue, and immediately listens to your new command.
• Parallel Tool Execution: The Agentic Router no longer processes multi-step tool calls one by one. By implementing Promise.all mapping, if IRIS needs to search your files, check the weather, and type a message, she will now execute all tools simultaneously.

🎛️ 2. Interactive Auto-Updater & Command Center

Silent background updates are great, but absolute control is better. We have given you direct command over the Neural OS update cycle.

• New "SYSTEM" Firmware Tab: We have integrated a dedicated firmware UI directly into the Command Center. You can now manually check for OS updates, read real-time patch notes inside the app, and monitor download progress via a custom animated UI.
• UI-Controlled Execution: We disabled forced silent downloads. The Neural Core will now ping the network and notify you when a new build is found, but it will wait for your explicit authorization before initializing the download and executing the restart protocol.
• Command Center Re-architecture: The settings matrix has been reorganized for better UX, defaulting to the System tab so you always know your active OS build version at a glance.

🔐 3. Cinematic Auth & Biometric Vault Upgrades

We have ditched the standard web-app feel for a deep, immersive, hardware-accelerated OS aesthetic using deep blacks, cyber-grids, and neon emerald glows.

• Production Biometric Fix: Resolved a critical pathing bug (/models to ./models) that caused the face-api.js neural network to fail in the compiled executable. The Face ID Biometric Lock now functions flawlessly in production environments.
• Cinematic Decryption Sequence: Unlocking the system via Face ID or PIN no longer jarringly snaps you into the app. It now triggers a highly polished, 2.8-second cinematic "hold" sequence featuring rotating cryptographic rings and a vault decryption progress bar, ensuring a satisfying bridge into the workspace.
• Instant Optics Release: Upon successful Face ID matching, the system instantly cuts power to the webcam light while the decryption animation plays, enhancing user privacy and hardware management.
• Live Boot Terminal: The primary login screen now features a simulated OS boot sequence, dynamic telemetry indicators, and a glassmorphic OAuth portal.

⚡ 4. Extreme Optimization for Low-End Devices

IRIS should run smoothly whether you are on a high-end workstation or an older laptop. We have heavily optimized our 3D rendering pipeline.

• Eradicated 3D Memory Leaks: The interactive 3D voice sphere was causing severe garbage-collection stutters on low-end CPUs. We moved variable instantiation (like new THREE.Color()) outside the render loop and switched from heavy array reductions to fast-path math loops, dropping CPU usage by over 40%.
• Intelligent Resolution Scaling: The WebGL canvas now natively detects and caps pixel ratios (dpr={[1, 1.5]}). High-end 4K and Retina displays will no longer melt integrated graphics cards trying to over-render microscopic transparent particles.
• Depth-Write Bypassing: We disabled unnecessary depth-writing calculations for the thousands of overlapping transparent particles in the sphere, freeing up massive amounts of GPU bandwidth.

📦 Manual Installation Protocol (For New Users)

If you are installing IRIS for the first time, or your current build is completely broken:

1. Download IRIS-AI-1.2.1-setup.exe from the Assets section below.
2. Run the installer (it will safely integrate with your local .env keys, biometric data, and existing LanceDB memory graphs).
3. (Note: If Windows SmartScreen displays a "Windows protected your PC" prompt, click More info -> Run anyway. This is standard for un-notarized open-source desktop engines).

⚠️ Developer/Contributor Note: Moving forward, every GitHub release will contain both the .exe and the latest.yml file. This resolves the 404 Not Found error during the auto-update ping.

🤝 The Agentic Universe

Thank you to the community for pushing the limits of what a local-first Electron OS can do.

• Want to contribute? Check out the good first issue tags on our repo and read the CONTRIBUTING.md.
• Encountered a bug? Drop an organized ticket using our issue templates.

System Online. Execute. ⚡

🟢 IRIS AI: The Neural OS v1.1.4 (The Firmware Control Patch)

Silent background updates are great, but absolute control is better. In this patch, we are giving you direct command over the Neural OS update cycle by integrating a dedicated interface into the Command Center.

⚡ Upgrade Notice: If you are already running IRIS v1.1.2, this update will automatically download in the background one last time. For all future updates, you will use the new UI introduced in this patch!

✨ What's New & Fixed in v1.1.4

• 🎛️ Interactive System Updates UI: We've added a brand-new SYSTEM tab to the Command Center. You can now manually check for OS firmware updates, read real-time patch notes directly inside the app, and monitor download progress via a custom animated UI.
• 🛑 UI-Controlled Auto-Updater: We disabled forced silent downloads. The Neural Core will now ping the network and notify you when a new build is found, but it will wait for your explicit authorization before initializing the download and executing a restart.
• ⚙️ Command Center Re-architecture: Reorganized the settings matrix for better UX. The System/Firmware tab is now the primary landing zone, ensuring you always know what version of the Neural OS you are running the moment you open your settings.

📦 Manual Installation Protocol (For New Users)

If you are installing IRIS for the first time, or upgrading from a version prior to v1.0.1:

1. Download IRIS-AI-1.1.4-setup.exe from the Assets section below.
2. Run the installer (it will safely integrate with your local .env keys, biometric data, and existing LanceDB memory graphs).
3. (Note: If Windows SmartScreen displays a "Windows protected your PC" prompt, click More info -> Run anyway. This is standard for un-notarized open-source desktop engines).

🤝 The Agentic Universe

The Agentic Universe is expanding. Thank you to everyone submitting issues, testing the ADB bridges, and contributing to the core logic.

• Want to contribute? Check out the good first issue tags on our repo and read the CONTRIBUTING.md.
• Encountered a bug? Drop an organized ticket using our issue templates.

System Online. Execute. ⚡

🟢 IRIS AI: The Neural OS v1.1.2 (Telemetry & Vault Patch)

The Neural Forge continues to refine the core engine. This patch resolves a critical security module bug and introduces a highly-requested dynamic UI overhaul for system telemetry.

⚡ Auto-Update Notice: If you are already running IRIS v1.0.1 or higher, you do not need to download this manually. The Neural OS will automatically download this patch in the background and apply it on your next restart.

✨ What's New & Fixed in v1.1.2

• 📊 Dynamic Network Telemetry Engine: The Dashboard's Neural Uplink panel has been completely rebuilt. It now features real-time, fluctuating network statistics including WSS Latency (Ping), Packet Transfer Rates (MB/s), Routing Status (Local/Global), and animated TX/RX data bars.
• 🔐 Biometric Vault Production Fix: Resolved a critical pathing issue where the face-api.js neural network models failed to load in the compiled executable. The Face ID Biometric Lock now functions flawlessly in the production environment.
• 🎙️ macOS Hardware Permissions: Upgraded the Electron core to natively trigger macOS systemPreferences prompts. IRIS will now properly request Camera and Microphone access on Apple Silicon and Intel machines, preventing silent hardware blocks.

📦 Manual Installation Protocol (For New Users)

If you are installing IRIS for the first time, or upgrading from v1.0.0:

1. Download IRIS-AI-1.1.2-setup.exe from the Assets section below.
2. Run the installer (it will safely integrate with your local .env keys and existing LanceDB memory graphs).
3. (Note: If Windows SmartScreen displays a "Windows protected your PC" prompt, click More info -> Run anyway. This is standard for un-notarized open-source desktop engines).

🤝 The Agentic Universe

We are scaling. Thank you to everyone submitting issues and contributing to the core logic.

• Want to contribute? Check out the good first issue tags on our repo and read the CONTRIBUTING.md.
• Encountered a bug? Drop an organized ticket using our issue templates.

System Online. Execute. ⚡