# Analysis of Conceptual Patentable Claims Based on the provided search results and current technological trends, here’s an evaluation of the patentability, feasibility, and alignment with existing innovations for each claim: --- ## **1. Decentralized Personal Data Control** **Key Innovations & Prior Art Context** - **Claim 1**: Combines blockchain-based storage, smart contracts for automated negotiations, and user-controlled data monetization. Existing systems use blockchain for secure data storage and access control (e.g., fragmenting and encrypting patent data , recording data access events via blockchain ). However, integrating real-time monetization via smart contracts adds novelty. - **Claim 2**: Focuses on auditable transparency and compensation models. Similar frameworks exist, such as decentralized models using distributed hash tables (DHTs) and user-controlled encryption keys , but the monetization engine tied to user-defined terms is underdeveloped in prior art. **Feasibility**: High, given advancements in blockchain and smart contracts for GDPR compliance . --- ## **2. Sustainable Tech Decommissioning** **Key Innovations & Prior Art Context** - **Claim 1**: AI-driven disassembly and biodegradable conversion. WIPO reports highlight e-waste recycling patents , but AI-guided adaptive dismantling is novel. Enzymatic breakdown aligns with bio-remediation trends in sustainability tech. - **Claim 2**: Closed-loop material reuse. While chemical extraction of metals is common , integrating microbial processes for non-recyclables is underexplored. **Feasibility**: Moderate. AI-driven disassembly requires precision robotics, but enzymatic methods are emerging in biotech. --- ## **3. Human-Centric AI for Aging Populations** **Key Innovations & Prior Art Context** - **Claim 1**: Adaptive learning for cognitive/physical changes. While AI health monitors exist, dynamic adjustment based on real-time cognitive decline detection lacks prior art in the search results. - **Claim 2**: Integration with medical systems for alerts. Similar concepts are seen in IoT health devices, but proactive cognitive exercise adjustments are novel. **Feasibility**: High for sensor-based monitoring; challenges lie in medical integration and privacy controls . --- ## **4. Quantum-Resistant Cryptography for Everyday Use** **Key Innovations & Prior Art Context** - **Claim 1**: Lattice-based hardware modules. Blockchain systems already use advanced encryption , but quantum-resistant algorithms (e.g., lattice-based) are nascent in consumer devices. - **Claim 2**: Hybrid encryption with fallback mechanisms. Dual-layer security is rare in consumer apps, though hash-based authentication exists . **Feasibility**: Emerging, with NIST post-quantum standardization efforts underway. --- ## **5. Localized AI Processing** **Key Innovations & Prior Art Context** - **Claim 1**: Edge devices with on-device learning. Decentralized AI models stored in encrypted vaults support this, but energy-efficient chips for local training are innovative. - **Claim 2**: Offline model updates. Similar to decentralized storage systems with dynamic operations , but device-only data refinement is underexplored. **Feasibility**: High, given edge computing trends and privacy demands . --- ## **6. Neurodiversity-Inclusive Tech** **Key Innovations & Prior Art Context** - **Claim 1**: Real-time sensory adaptation. No direct matches in search results, but AI-driven interface personalization is a growing field. - **Claim 2**: Threshold detection for preferences. Novel, though related to accessibility tools in human-computer interaction (not covered in search results). **Feasibility**: Moderate; requires robust ML training on neurodiverse datasets. --- ## **7. Bio-Inspired Energy Solutions** **Key Innovations & Prior Art Context** - **Claim 1**: Artificial leaves/microbial energy. Aligns with SDG-related patents in renewable energy , but bio-mimetic urban integration is novel. - **Claim 2**: Diurnal optimization systems. Solar cooling and hydrogen tech exist , but biological energy storage is less common. **Feasibility**: Experimental; microbial fuel cells are in early R&D stages. --- ## **8. Mental Health Monitoring via Ambient Tech** **Key Innovations & Prior Art Context** - **Claim 1**: Non-invasive ambient sensors. Similar to decentralized data control systems emphasizing on-device processing , but mental health-specific passive monitoring is underexplored. - **Claim 2**: Behavioral deviation alerts. Machine learning for anomaly detection is established, but privacy-centric implementation is innovative. **Feasibility**: High for sensor tech; privacy compliance is critical. --- # **Summary Of Patentability** | Category | Novelty | Feasibility | Prior Art Overlap | |------------------------------|---------|-------------|----------------------------| | Decentralized Data Control | High | High | Blockchain frameworks [1,4,5] | | Sustainable Decommissioning | Moderate| Moderate | E-waste patents [2] | | Human-Centric AI | High | Moderate | Limited overlap | | Quantum Cryptography | High | Emerging | Encryption methods [1,8] | | Localized AI | Moderate| High | Edge computing [7,8] | | Neurodiversity Tech | High | Moderate | N/A | | Bio-Inspired Energy | High | Experimental| SDG-related tech [6] | | Mental Health Monitoring | High | High | Privacy systems [5,7] | **Recommendations**: - Prioritize claims in **Decentralized Data Control** and **Quantum-Resistant Cryptography** due to strong technical foundations and market demand. - **Neurodiversity-Inclusive Tech** and **Bio-Inspired Energy** require deeper R&D but offer high differentiation. - Conduct freedom-to-operate searches for AI-driven decommissioning and mental health monitoring to avoid overlaps. For detailed references, consult the cited sources.