🧠 Computing Innovations — Study Plan & Notes (AP CSP 2025)
📅 Week 1: Core Concepts & Effects
✅ Day 1: Overview of Computing Innovations
- Computing innovations = technology created by humans that impacts the world.
- Can be both:
- Beneficial (helpful, productive, life-improving)
- Harmful (unintended consequences, risk, loss)
📝 Notes:
- Innovations apply to medicine, business, art, transportation, etc.
- Responsible computing = being aware of consequences and designing ethically.
✅ Day 2: Beneficial Effects of Computing
1. 💉 Medical Advancements
- Robotic surgery, AI diagnostics
- Data-driven treatments
2. 🏢 Business Efficiency
- Data analytics → smarter decisions
- Automation → saves time + reduces errors
3. 🎨 Artistic Expansion
- Digital tools enable creativity (Procreate, music software)
- Online platforms help artists share work globally
4. 🚁 Drones
- Delivery of goods (Amazon Prime Air)
- Aerial views for mapping and filming
“Technology enhances speed, reach, and precision in many industries.”
✅ Day 3: Harmful Effects of Computing
1. 🧑💻 Cyberbullying
- Online anonymity → toxic behavior
- Mental health effects (anxiety, depression)
2. 🕵️♂️ Privacy Loss
- Devices collect user data
- Surveillance + exploitation of data
3. 📉 Technology Dependence
- Over-reliance on AI = lower critical thinking
- Students using AI without understanding
4. ⚙️ Job Displacement
- Automation replaces low-skill jobs
- Worsens economic inequality
5. 🚨 Drones
- Privacy violations (recording without permission)
- Physical risk in restricted airspace
“Harmful effects often result from lack of oversight, poor design, or misuse.”
📅 Week 2: Real-World Cases & Applications
✅ Day 4: Self-Driving Cars (AI Case Study)
🔵 Benefits:
- Fewer accidents (no distracted driving)
- Smooth traffic flow (cars communicate)
- Mobility for disabled or elderly
- Lower emissions via smarter driving
🔴 Harms:
- Replaces jobs (truck drivers, taxi drivers)
- Hacking risk (vehicle control)
- Hard legal questions (who’s responsible?)
- Infrastructure costs to upgrade roads
“Even good technology can harm if society doesn’t prepare for its effects.”
✅ Day 5: Dopamine Loops & Tech Addiction
- Social platforms = designed to give dopamine rewards
- Likes, swipes, and notifications → addictive behavior
Consequences:
- Sleep loss
- Lower focus
- Anxiety & depression
- Social isolation
“Design matters: addictive systems can harm mental health.”
📅 Week 3: Review & Practice
✅ Day 6: Flashcards & Self-Test
- Create flashcards:
- Key terms: privacy, automation, dopamine, AI
- Case studies: drones, self-driving cars
- Review every effect (beneficial vs. harmful)
Tip: Use Quizlet or make them physically!
✅ Day 7: Peer Review & Discussion
- Discuss pros/cons of each innovation
- Share a personal experience with technology that had unexpected results
- Practice explaining each topic out loud
Helpful Questions:
- What makes an innovation “responsible”?
- How can programmers reduce harm?
📌 Final Notes
- Always analyze both intended and unintended impacts
- Consider equity, ethics, safety, and access
- Technology is powerful — use it wisely