1) "In SW 3.0, the business logic, I/O control, and the data pre/post-processing code are partially or even entirely created by the AI agent during the optimization process"
the `optimization process` for the entire chain of actions is still immature
2) "It is likely that any setting where the program is not obvious but one can repeatedly evaluate its performance (e.g. - programming competitions?) will be subject to this transition, because the optimization can probably find much better code than what an average human can write"
3) "It is likely that testing [automation] will become even more crucial in the SW 3.0 stack for a number of possible reasons. To name two: 1) programmers would be able to do more, including less experienced ones, 2) programs will be much more dynamic"
4) "In the coming years, we will see immense research efforts to improve the setup and learning schemes used to create AI agents that generate programs"
4) "Bottom-up: Functions, classes, and capabilities will be generated with newly introduced IDEs, code management, testing, code generation and analysis of SW 3.0 stack.
Top-down: graphical and programable application interfaces will be generated with newly introduced no/low-code SW 3.0 based platforms"
did these age well?
do you think that the vision of AI Agents will be realized before 2025?
curious, would you consider `ChatGPT + Code interpreter` as an agent?
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[ 153 ms ] story [ 1575 ms ] threadsome selected quotes from the blog
1) "In SW 3.0, the business logic, I/O control, and the data pre/post-processing code are partially or even entirely created by the AI agent during the optimization process"
the `optimization process` for the entire chain of actions is still immature
2) "It is likely that any setting where the program is not obvious but one can repeatedly evaluate its performance (e.g. - programming competitions?) will be subject to this transition, because the optimization can probably find much better code than what an average human can write"
3) "It is likely that testing [automation] will become even more crucial in the SW 3.0 stack for a number of possible reasons. To name two: 1) programmers would be able to do more, including less experienced ones, 2) programs will be much more dynamic"
4) "In the coming years, we will see immense research efforts to improve the setup and learning schemes used to create AI agents that generate programs"
4) "Bottom-up: Functions, classes, and capabilities will be generated with newly introduced IDEs, code management, testing, code generation and analysis of SW 3.0 stack. Top-down: graphical and programable application interfaces will be generated with newly introduced no/low-code SW 3.0 based platforms"
did these age well?
do you think that the vision of AI Agents will be realized before 2025?
curious, would you consider `ChatGPT + Code interpreter` as an agent?