AI is not just Gen AI.
The Landscape of AI and its Use Cases.
๐ ๐๐ฒ๐ฒ ๐๐ต๐ถ๐ ๐บ๐ถ๐๐ฐ๐ผ๐ป๐ฐ๐ฒ๐ฝ๐๐ถ๐ผ๐ป ๐ฒ๐๐ฒ๐ฟ๐ ๐๐ถ๐ป๐ด๐น๐ฒ ๐ฑ๐ฎ๐. ๐ค Generative AI is often confused with Traditional AI, but in reality, Gen AI is a subset of AI.
While Gen AI has made significant strides recently, it is not a replacement for Traditional AI. When referring to 'AI', we shouldn't just mean Gen AI.
This inspired me to create a graph that breaks down the landscape of AI along with their Use Cases.
๐ ๐ง๐ฟ๐ฎ๐ฑ๐ถ๐๐ถ๐ผ๐ป๐ฎ๐น ๐๐ (1950s-Present) ๐
- ๐ฉ๐ถ๐๐ถ๐ผ๐ป: Computer vision tasks like image recognition, object detection, facial recognition.
- ๐ฆ๐ฝ๐ฒ๐ฒ๐ฐ๐ต: Speech recognition, speech-to-text conversion, voice assistants.
- ๐ก๐ฎ๐๐๐ฟ๐ฎ๐น ๐๐ฎ๐ป๐ด๐๐ฎ๐ด๐ฒ ๐ฃ๐ฟ๐ผ๐ฐ๐ฒ๐๐๐ถ๐ป๐ด (๐ก๐๐ฃ): Language translation, sentiment analysis, chatbots.
- ๐ฅ๐ผ๐ฏ๐ผ๐๐ถ๐ฐ๐: Industrial robots for manufacturing, autonomous vehicles.
- ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐: Predictive analytics, data mining, pattern recognition.
๐จ ๐๐ฒ๐ป๐ฒ๐ฟ๐ฎ๐๐ถ๐๐ฒ ๐๐ (Late 2010s-Present) ๐จ
- ๐๐ผ๐ป๐๐ฒ๐ป๐ ๐๐ฟ๐ฒ๐ฎ๐๐ถ๐ผ๐ป: Generating images, videos, music, and text.
- ๐๐ฒ๐ฒ๐ฝ๐ณ๐ฎ๐ธ๐ฒ๐: Creating realistic but synthetic media.
- ๐ฃ๐ฒ๐ฟ๐๐ผ๐ป๐ฎ๐น๐ถ๐๐ฒ๐ฑ ๐ ๐ฒ๐ฑ๐ถ๐ฎ: Customizing content for individual preferences in marketing and entertainment.
- ๐๐ฒ๐๐ถ๐ด๐ป ๐ฎ๐ป๐ฑ ๐๐ฟ๐: Assisting in graphic design, architecture, and art creation.
- ๐๐ฎ๐บ๐ฒ ๐๐ฒ๐๐ฒ๐น๐ผ๐ฝ๐บ๐ฒ๐ป๐: Creating dynamic and responsive game environments.
๐ฎ๐๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ถ๐ฎ๐น ๐๐ฒ๐ป๐ฒ๐ฟ๐ฎ๐น ๐๐ป๐๐ฒ๐น๐น๐ถ๐ด๐ฒ๐ป๐ฐ๐ฒ (๐๐๐) (2030s?) ๐ฎ
- ๐ฃ๐ฟ๐ผ๐ฏ๐น๐ฒ๐บ ๐ฆ๐ผ๐น๐๐ถ๐ป๐ด: Tackling complex, multi-faceted problems across various domains.
- ๐ฅ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐ฎ๐ป๐ฑ ๐๐ฒ๐๐ฒ๐น๐ผ๐ฝ๐บ๐ฒ๐ป๐: Accelerating scientific research, hypothesis generation, and experimentation.
- ๐ฃ๐ฒ๐ฟ๐๐ผ๐ป๐ฎ๐น ๐๐๐๐ถ๐๐๐ฎ๐ป๐๐: Advanced virtual assistants capable of understanding and performing a wide range of tasks.
- ๐๐ฒ๐ฎ๐น๐๐ต๐ฐ๐ฎ๐ฟ๐ฒ: Diagnosing and treating complex medical conditions, personalized medicine.
- ๐๐น๐ผ๐ฏ๐ฎ๐น ๐๐ต๐ฎ๐น๐น๐ฒ๐ป๐ด๐ฒ๐: Addressing large-scale issues like climate change, economic modeling, and resource management.
๐ ๐๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ถ๐ฎ๐น ๐ฆ๐๐ฝ๐ฒ๐ฟ ๐๐ป๐๐ฒ๐น๐น๐ถ๐ด๐ฒ๐ป๐ฐ๐ฒ (๐๐ฆ๐) (2040s?) ๐
- ๐ฆ๐ผ๐น๐๐ถ๐ป๐ด ๐๐น๐ผ๐ฏ๐ฎ๐น ๐๐ต๐ฎ๐น๐น๐ฒ๐ป๐ด๐ฒ๐: ASI could potentially provide solutions to some of the world's most pressing problems.
- ๐ฆ๐ฐ๐ถ๐ฒ๐ป๐๐ถ๐ณ๐ถ๐ฐ ๐๐ฟ๐ฒ๐ฎ๐ธ๐๐ต๐ฟ๐ผ๐๐ด๐ต๐: In fields like physics, biology, and chemistry.
- ๐๐ฒ๐ฎ๐น๐๐ต๐ฐ๐ฎ๐ฟ๐ฒ ๐ฅ๐ฒ๐๐ผ๐น๐๐๐ถ๐ผ๐ป: Developing new treatments with superior analytical abilities.
- ๐๐ฑ๐๐ฎ๐ป๐ฐ๐ฒ๐ฑ ๐ฆ๐ฝ๐ฎ๐ฐ๐ฒ ๐๐ ๐ฝ๐น๐ผ๐ฟ๐ฎ๐๐ถ๐ผ๐ป: Designing interstellar missions, managing space colonies.
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