Sherin AI

The Future of Secure Artificial Intelligence

Zero-Payload Model • Self-Upgrading Intelligence • Military-Grade Security

Sherin AI combines a multi layer neural architecture with blockchain-grade security. Every byte encrypted, every action audited, every upgrade is signed. Built for a world that demands privacy, safety, and intelligence.
"Safety is sacred. Quality is Sherin signature. Integrity is the architecture."

Sherin AI
Core Metrics
0 Milli-Sec
Latency
99.01%
Malware Block
60-Sec
Heartbeat
0.5 GB
GPU Required
1 GB
OS Footprint
4 GB
RAM Required
24/7
Real-World Vision
SOS
Zero Signal Support
Safe
Self-Protection System
SHFS
Eliminating Antivirus
Sherin Signal
Forensic Integrity
Sherin Intelligence
Emotional Connects
Zero Signal
Data Transfer
0 Milli-Sec
Latency
99.01%
Malware Block
60-Sec
Heartbeat
0.5 GB
GPU Required
1 GB
OS Footprint
4 GB
RAM Required
24/7
Real-World Vision
SOS
Zero Signal Support
Safe
Self-Protection System
SHFS
Eliminating Antivirus
Sherin Signal
Forensic Integrity
Sherin Intelligence
Emotional Connects
Zero Signal
Data Transfer

Layered Neural Architecture

Sherin is a fully self-upgrading AI Model + OS + File System that merges intelligent automation, Input flows, Emotion & Human Experience into one seamless ecosystem through the classification, memory, reasoning, and execution layers.

Sherin AI

Multi-Layered Memory

From deep context awareness to intelligent decision-making, Sherin OS leverages built-in audit trails for full integrity.

Zero Payload

Model solving task from raw context to actionable decisions, with built-in secure auditing.

Self-Developing Model

Sherin’s core can autonomously evolve, improve, and update itself without human or developer intervention.

60-Sec Heartbeat

Sherin actively communicates and updates like Humans at regular intervals, without waiting for user queries.

Avatar System

Emotional TTS with Opus 48kHz audio, lip-sync animation, and consent-locked real avatars.

Core-Level Protection

Sherin autonomously protects itself and all user data from attacks, viruses, and threats without relying on any third-party licenses or antivirus software.

Bot Network

From simple to complex tasks, Sherin produces dozens to hundreds of outcomes instantly in milliseconds.

Model Creation

Begins with a PowerShell-based core file generation. Self Creation, structuring, and folder arrangement are autonomously handled by the model itself..

Port Routing

All tasks are executed through a carefully designed layered architecture, ensuring collision-free operation and precise, task-specific output generation.

Sherin Model System

The Sherin model operates with Zero Payload, performing at full power using as little as 0.5 GPU. It is designed to run even on small or low-power devices — no workstation, no cloud dependency, no latency. The model is multi-times faster and more accurate than conventional systems, constantly self-learning and adapting without manual updates."

🧠 Architecture

Sherin is a fully autonomous AI, developed entirely from scratch without relying on any external LLMs, GGUF models, or third-party frameworks.

  • Token context: 8,192 window
  • Inference: Alone
  • Quantization: Performance/Compression & Optimization itself

🔄 Self-Decision Making

Sherin learns and upgrades itself automatically, making intelligent decisions while fully respecting user Safety, Policies and privacy-first, without traditional training.

  • Ed25519 signature verification
  • Automatic rollback on failure
  • Zero-downtime deployment

⚡ Performance

Sherin runs efficiently on any device, requiring only 4 GB of RAM, 2.5 GB of storage with 0.5 GB GPU and delivers lightning-fast responses under 100 ms.

  • Response time: 10 x to 70 x faster than teaching model
  • Memory: 4 GB RAM required for model communication
  • Storage: User data stored on user devices

🕊️ Sherin Operating System 🕊️

🕊️ Sherin OS is the world's first single-page AI Operating System.🕊️
Lightweight kernel designed for AI-first computing
Engineered for absolute independence, runs entirely without installation or platform dependencies like Windows, macOS, Linux, Android, or iOS. Sherin OS operates as a self-contained universal environment, capable of executing directly within any browser or device, even without an underlying operating system.

Sherin AI

🖥️ Kernel Design

Micro-Kernel Architecture: Modular, bot-based services with minimal overhead.

  • Total Size: 1 GB
  • Boot Time: Instant (0 seconds)
  • Universal Compatibility: Runs on any device.

⚙️ Hardware Support

Works on USB drives, laptops, and bare-metal microcontrollers.

  • No host OS required — fully self-contained.
  • TPM 2.0 Integration for secure hardware-based trust.
  • Peripheral Auto-Detection for plug-and-play functionality.

💺 FTP Access OS

Control your device with voice commands.

  • Voice-controlled device operation.
  • 24/7 autonomous execution of user commands.
  • Send emails, prepare documents, control devices, post images.
  • All communication with user will logged with timestamps.

🎙️ Default Noise-Control Enhancement Engine

Runs on USB drives, Laptops, and bare-metal microcontrollers.

  • Smart Ambient Filter.
  • Real-Time Response.
  • Self-Adjusting Intelligence.
  • Core-Level Protection.
  • Offline Ready.
  • Studio-Grade Clarity.

👨🏻‍✈️ Real-World Vision System

24/7 Camera Heartbeat: Operates with a heartbeat cycle every 30 seconds.

  • Safety Watchdog.
  • Threat & Accident Detection.
  • Crime Prevention Mode.
  • Privacy-Secured Vision.
  • Autonomous Protection providing continuous awareness and proactive safety intervention..

🆘 Emergency & Signal-Free Communication

Offline Rescue Mode even zero signal situations.

  • One-Button Alert longitude shares user latitude and longitude to nearby Sherin devices.
  • Air-Broadcast Channel.
  • Autonomous Safety remains active without internet or telecom dependency.

📒 Universal Canvas + Collaborative Chat Room

Multi-Language Execution: PowerShell, Termux, CMD, VB, Python, JS, HTML, XML, macOS shell, and Android scripts all run natively within one unified Sherin environment..

  • Zero Backend Dependency.
  • Collaborative Development.
  • AI-Assisted Creation.
  • Cross-Platform Access.
  • Universal Canvas empowers everyone to contribute, learn, and build together.

🎧 Audiosense, Intelligent Ambient Music Recognition.

Privacy-first, consent-driven recognition. It listens intelligently, never continuously, and never stores raw sound.

  • Adaptive Listening 5 seconds every 30 seconds, gated by RMS threshold.
  • Privacy by Design with SHA-256 fingerprint.
  • Instant Feedback in 1–3 second toast popup.
  • Consent & Control approval logged in privacy and policy..
  • Enables real-time contextual media tagging.

📡 Sherin Connectivity — Zero-Signal Data Exchange.

Sherin Connectivity introduces a new era of communication enabling data transfer without any traditional signal.

  • Signal-Free Transmission.
  • High-Speed Link achieves up to 300 Mbps within a 1 km line-of-sight range.
  • Device-to-Device Mesh, encrypted communication between nearby allowed devices.
  • Car-Link Integration interact securely with Sherin devices.
  • User-to-User Chat built-in peer communication layer with Sherin Connectivity.

Secure Hash File System SHFS

Content-addressed, immutable storage with military-grade encryption

Sherin OS uses the SHFS (Secure‑Hash File System) to protect all critical data. SHFS stores information in an encrypted, TPM‑sealed container that is mounted only by the trusted Sherin OS service. The file system maintains a built-in cryptographic hash chain and signs every change with a hardware-protected key. Because the container is encrypted at rest, the mounting point is hidden from ordinary users and the operating system. Every modification is logged in an immutable, tamper-evident audit trail, any attempt to alter SHFS data will be detected immediately. While no system can be made absolutely un-breakable, SHFS makes unauthorized tampering extremely difficult and provably detectable, providing the highest practical level of data integrity and confidentiality for the platform.
🕊️Sherin OS engineering team🕊️

🔐 Encryption

Every cube encrypted with AES-256-GCM and signed with Ed25519 public-key cryptography.

  • Per-cube encryption keys
  • Hardware salt derivation
  • Forward secrecy guaranteed

📋 Audit Chain

Merkle tree structure creates tamper-evident logs for every write operation.

  • SHA-256 hash chains
  • 256-byte immutable entries
  • Instant tamper detection

🗂️ Content Addressing

Files identified by cryptographic hash, enabling deduplication and verification.

  • Automatic deduplication
  • Zero data corruption
  • Efficient delta updates

Ultra-Secure Defense Protocols

Every component cryptographically verified, audited, and immutable. Zero-trust by design.

🔐 Zero-Payload Protocol

Only IDs travel on network. Actual data stays encrypted locally. Intercepted packets are meaningless hashes.

  • Maximum privacy through data isolation.
  • Attackers receive only meaningless hashes.
  • Prevents unauthorized extraction of user content.

🔒 Ed25519 Signatures

Every bundle and update signed. Public key in TPM. Unsigned code automatically rejected.

  • Unsigned or altered code instantly rejected.
  • Prevents fake updates and supply-chain attacks.
  • Lightweight and future-proof signature scheme.

🛡️ AES-256-GCM

All storage encrypted with per-cube keys derived from password + hardware salt.

  • Authenticated encryption prevents silent corruption.
  • Keys cannot be reused or extracted.
  • Instant-wipe capability for emergency protection.

📋 Merkle Audit

Append-only ledger with SHA-256 chains. Every write creates immutable entry.

  • Immutable logs—no entry can be deleted or altered.
  • Chain verification exposes manipulation instantly.
  • Perfect for compliance and long-term accountability.

🚨 Policy Engine

AI-powered intent detection blocks hacking, fraud, violence before execution. 99% prevention rate.

  • Stops hacking, fraud, or unsafe actions in real time.
  • Adaptive rules that learn user safety preferences.
  • Over 99% prevention rate for high-risk operations.

💫 Stellar System

Sherin operates like a living star, autonomously collecting data from trusted sources to ensure 100% genuine, accurate information and upgrade itself.

  • Method: Data Harvesting
  • Source: data that complies with privacy policies and regulations, ensuring ethical and legal operation
  • Self-Upgrade System: C-I-D