Other AI Systems

There is a vast array of AI systems other than LLMs and generative AI, such as:

1. Machine Learning Systems: Enables machines to learn from data without explicit programming. 

• 1. Supervised Learning: Netflix's movie recommendations

  2. Unsupervised Learning: Spotify's Discover Weekly playlist grouping

  3. Reinforcement Learning: Tesla's self-driving capabilities

2. Computer Vision Systems: Enables machines to "see" and interpret images and videos. 

• 1. Object Detection: Security cameras at airports

  2. Facial Recognition: iPhone's Face ID

  3. Image Segmentation: Snapchat/Instagram filters

  4. Video Analysis: Sports analytics during live broadcasts

3. Expert Systems: Simulating the decision-making ability of a human expert in a specific domain. 

• 1. Medical diagnosis tools like IBM's Watson Health

  2. Tax preparation software like TurboTax

  3. Industrial troubleshooting systems in manufacturing plants

4. Natural Language Systems: Enable computers to understand, interpret, and generate human language. 

• 1. LLMs: ChatGPT, Google Bard

  2. Speech Recognition: Siri, Alexa, Google Assistant

  3. Text-to-Speech: Audiobook narration

  4. Machine Translation: Google Translate

5. Robotics AI: Designing, building, and operating robots that can perform physical tasks. 

• 1. Amazon's warehouse robots

  2. Boston Dynamics' robots

  3. Surgical robots like da Vinci

  4. Robot vacuum cleaners like Roomba

6. Optimization Systems: Find the best solution from a set of available alternatives, maximizing or minimizing a given objective. 

• 1. Airline route planning

  2. Uber's ride-matching algorithms

  3. Google Maps' traffic routing

  4. Supply chain optimization in retail

7. Time Series & Predictive Systems: Analyse sequences of data points collected over time to forecast future values or trends. 

1. 1. Weather forecasting applications

   2. Stock market trading algorithms

   3. Smart energy grid management

   4. Predictive maintenance in manufacturing