Course curriculum

Ten days to a GenAI app

Such is the current fluidity, any GenAI curriculum rapidly obsolesces. This course therefore, is intended to be project-oriented with all content intended to be applied to selected projects in teams of 3-4.

One edge attendees get with this course is access to onSoc's stable of complementary technologies in inference and coding.

1

What is GenAI
- GenAI demonstrates a new type of multimodal creativity
- GenAI creates and reasons
- GenAI promises to amplify intelligence more than replace it
- Two insights that launched a revolution
- Major platforms
2

What is the significance of GenAI?
- Natural language as a new (stochastic) programming language
- Language production based on massive datasets on a non-negligible fraction of human expression
- What it means to understand and to be human has changed forever
3

Ethics in GenAI
- Assessing GenAI "truth" - deep fakes, discrimination and democracy
- Workforce upheavals & rewarding creators
- Widening accessibility and reducing environmental footprints in huge computes
- The inhumanity of GenAI-warfare
- The shock of facing our humanness
- Road to nirvana or extinction?
4

GenAI + Wolfram Language + ? = Superpower
- Apt naming
- Linguistic code summaries
- Algorithmic search
- Icon-generation
- The computational tension between GenAI's non-determinism and unit-test-driven determinism
- Language equivalences
- Emerging pitfalls
5

GenAI-whispering
- Prompt-engineering
- Creating personas
- LLM fine-tuning
- Developing a silicon theory of mind (STOM)
- The eternal STEM STOM dance

LLM Compass

Tier Expertise

Course curriculum

Ten days to a GenAI app