define levels of GPT(LLM) like levels of driving automation
update Aug 17 2023: GPT-5 will take over Intermediate programmers in some domains (90%)
| Level | Define | Example |
|---|---|---|
| LEVEL 0 | / | / |
| LEVEL 1 | Context-Aware Language Model, make up sentences | GPT-2 February 2019 /torch-rnn |
| LEVEL 2 | LLM(bigger than 10B) Generate creative nature language respond and write long text, the chat makes sense in some degree | GPT-3.5 November 30, 2022, LLaMA, Alpaca |
| LEVEL 3 | Complete some Text-related work that can be automated: email, After Sales Service, Programming Assistant | GPT-4 will take over many Administrative staff positions in 2023 |
| LEVEL 4 | Perform basic reasoning and goal planning Programming in mainstream language(py,c), recognize and execute subtask from words, no Human help required |
maybe GPT-6 take over Intermediate Programmer or private Personal Butler. reach the level of HAL in 2001: A Space Odyssey |
| LEVEL 5 | Ultimate Goal:UI shell like a human being, a new world between human and machine | it is the most top nature language machine connected to all other machines. If large language models can control most machines easy, where do some people go from here??? Warning: maybe we will killed by The Terminator in future |
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