Social Impact

8.1 Ethical Issues – Potential Hazards
• Data Privacy: User interaction data may be exposed if not securely stored.
• Copyright Violation: Streaming entire songs or misusing the Spotify API could breach licensing rules.
• Fake Accounts: Without proper login/authentication, users may impersonate others.
• Patent Infringement: Risk of unintentionally copying patented recommendation algorithms.
• Harassment Risk: If social features are added, users could face inappropriate content or behavior.
• System Tampering: Hosting on a local Raspberry Pi exposes the system to physical or network-based attacks.

9.1 Ethical Issues – Solutions to Hazards
• Secure Data Storage: Encrypt local data and limit sensitive info collection.
• Follow Licensing Rules: Adhere to Spotify’s preview API and avoid unauthorized streaming.
• Use Verified Logins: Implement OAuth (e.g., Spotify login) and add bot protection.
• Avoid Patent Violations: Develop unique algorithms and avoid known patented flows.
• Add User Safety Features: Provide reporting/blocking tools, filter user-generated content.
• Protect the Raspberry Pi: Use strong passwords, secure networks, and keep software updated.

8.2 Product Liability Hazards

1. Software/Control Hazards
   
   

   • System crashes (causing unexpected behavior)
     
     

   • Security vulnerabilities (data breaches, unauthorized access)
     
     

   • Data loss (bugs, memory corruption)
     
     

2. User Interface (UI) Hazards
   
   

   • Unclear warnings/instructions (leading to misuse or confusion)
     
     

   • Accessibility issues (barriers for disabled users)
     
     

   • Unsafe configurations (high-risk settings not clearly labeled)
     
     
     

3. Maintenance/Upgrade Hazards
   
   

   • Risky firmware updates (device bricking, corrupted states)

9.2 Product Liability: Mitigations/Solutions

1. Software/Control Solutions
   
   

   • Robust error handling (fail-safe modes, thorough testing)
     
     

   • Secure architecture (encryption, password protection, regular patches)
     
     

   • Data backup/redundancy (restore points, version control)
     
     

2. UI/Interaction Solutions
   
   

   • Clear warnings (prominent alerts, intuitive labels)
     
     

   • Accessible design (large fonts, text-to-speech, high contrast)
     
     

   • User guidance (step-by-step tutorials, helpful onboarding)
     
     

3. Maintenance/Upgrade Safeguards
   
   

   • Secure updates (tamper-proof, rollback options)

8.3 Social Impact: Potential Hazards

1. Privacy & Data Management
   
   

   • Data leakage
     
     

2. End-of-Life Challenges
   
   

   • Difficulty recycling or reusing parts (lack of standardized recycling streams)
     
     

   • Hazardous disposal (chemical leaks when the product breaks down

9.3 Social Impact: Solutions to Eliminate or Mitigate Hazards

1. Efficient Resource Use & Sustainability
   
   

   • Minimize energy consumption in the app’s data processing and hosting.
     
     

   • Use efficient code and caching to reduce server load.
     
     

   • Encourage mindful or limited data usage (e.g., download size, streaming quality).
     
     

2. Inclusive & Community-Focused Strategies
   
   

   • Accessibility Measures: Provide low data/bandwidth modes, screen reader compatibility, adjustable text sizes.
     
     

   • User Affordability: Offer free tiers or limited‐feature versions to broaden access.
     
     

3. Secure Data Handling
   
   

   • Data Retention Policies: Allow users to permanently delete their accounts or data.
     
     

   • Privacy by Design: Use encryption and robust authentication throughout the product’s lifecycle (development, updates, user sessions).
     
     

   • Safe Data Transfer: Provide clear instructions for transferring/deactivating accounts when users switch devices.