BitMind Roadmap: 2025 H2
We are a small but mighty team working on a LOT. All our initiatives directly focused on scaling AI applications 100x, ensuring enterprise-grade data privacy, and fostering an adversarial environment to advance computer vision models. We also are building a set of tools and services to enhance the utility of the broader Bittensor ecosystem, ranging from API services to direct end-user products.
🧠 BitMind Subnet Core Infrastructure
V3 Foundation and Native Resolution
- Real-world data scraping integration
- Native resolution rollout with real-time capabilities
GAS Phase I: Discriminative Models (August 2025)
- Core architecture finalization
- Incentive mechanism design for all SN34 stakeholders
- Model evaluation process and scoring functions
- Privacy enhancements for miner submissions
- Discriminative Model Submission System
- Enable secure discriminator model submissions
- Cloud-hosted infrastructure for API detection requests
- Optimized logging and testing suite
- Full end-to-end discriminator miner lifecycle maintenance
GAS Phase II: Generative Revolution (August-September 2025)
- Generative Miners Implementation
- Introduce generative miners with growing datasets
- Prompt-aligned validation system
- Rewards for high-quality outputs that challenge discriminators
- Full GAS rollout
- Perpetual dataset growth
- Advanced validation
- SoTA-level model quality data generation incentives
📱 Native Mobile Application
- BETA Launch Multi-Utility Detection App (August 2025)
- Multi-tab structure with detection and “AI or Not” game sections
- Support multiple options to upload media:
- Social media upload (Instagram, TikTok, Twitter/X)
- Direct media import from gallery and URLs
- Transform existing "AI or Not" game into comprehensive detection platform
- User Engagement & Feedback Systems (September 2025)
- Community-based labeling with upvote/downvote functionality
- Detection history with feedback tracking
- User rewards and contribution tracking system
- Real-time user feedback integration
- Introduce full app version with subscription service (September 2025)
🔮 Bittensor Intelligence Oracle
- Expand subnet support (September 2025)
- Support for dual integration models (Validator Adapter + Public API)
- Standardize integration patterns for subnet onboarding
- Target: 8 subnet partnerships by Q4
- Clear developer and user exposure pathways
- Performance SLA contracts with all partners
- Go-to-market strategy with flagship product anchor (Q4 2025)
- MCP Client and/or Pantheon rollout
- Implement robust analytics for traffic and revenue attribution
🛠 Infrastructure & Reliability
- Technical Stack Rationalization
- Cross-team architecture audit and vendor consolidation
- Identify redundant systems and optimization opportunities
- Enhanced reliability for real-time inference
- Vendor consolidation opportunities identification
- Technical architecture standardization across teams
- Data & Performance Improvements
- Improved data collection pipeline implementation
- High-impact design changes prioritized by usage metrics
- Scalability enhancements for 100x application scaling
- Real-time inference optimization
- User experience reliability improvements
Updated 5 days ago