Roadmap

Q4 2025 - Platform Enhancement & Expansion

AI Core Infrastructure (High Priority)

• Subnet GAS Improvements

  • Enhanced dashboard with miner performance stats and real-time earnings

  • Incentive mechanism finalization with WTA structure

  • Data storage optimization with improved UID integration

  • Model lifecycle improvements with enhanced submission workflows

  • Safetensors format adoption for model submissions

  • Challenge System Enhancements

    • Automated benchmark dataset releases for consistent model evaluation

    • Adversarial challenge caching to improve differentiation of generative miners

    • Weight distribution adjustments to balance image and video scoring for sustained challenge difficulty

• Proof-of-Human Development ⭐ High Priority

  • Identity verification and biometric scanning capabilities

  • KYC-compliant verification systems

• Audio Detection Capabilities

  • Audio deepfake detection features

  • GAN-based challenge systems for audio validation

  • Cross-modality testing combining audio and image detection

API Enhancement & Enterprise Features

• VLM Microservices Integration - Add Vision-Language Model capabilities for richer API responses

• Contextual Output Enhancement - Move beyond bare confidence scores to detailed visual context

• Custom Prompt Injection System - Client-configurable detection parameters

  • Standardized but customizable per use case (e.g., damage detection, custom attributes)

  • Flexible tuning for diverse industry applications

• RLHF Integration for enhanced mobile app capabilities

Mobile App & Consumer Platform

• Creator Hub launch with social media integration into mobile app

• Content generation features with text-to-image capabilities

• RLHF-powered challenge improvements for enhanced user experience

Q1 2026 - Market Expansion & Feature Development

• Advanced detection models with multi-modal expansion

• Complete Enterprise service offering with custom model capabilities

• Global expansion with increased user base

• Consolidation of consumer-facing applications and services

2026+ - Innovation & Market Leadership

• Custom model training with enterprise-specific capabilities

• Market leadership with enterprise-grade security and compliance

• Ecosystem partnerships and integrations

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BitMind is building the future of trustworthy AI content detection, scaling from mobile-first to API-first enterprise platform.