The model is a nonlinear version of the well-known linear input-output model of Leontief. Conditions are given for the nonlinear model to be workable in the sense that (i) there is a unique ...

Input and output devices Input devices, like a keyboard, allow us to put raw data in a computer which it processes to produce outputs. Input devices can be manual or automatic.

Already, since launch, GPT-4o offered a maximum 128,000 context window — the amount of tokens the model can handle in any one interaction, including both input and output tokens.

The IT industry must transition from an input-based model — where revenue is tied to workforce expansion — to a more output-driven approach, as AI and automation continue to reshape the sector.

The tail ends describe output that is less common. Notice that when the model was trained on human data, it had a healthy spread of possible outputs, which you can see in the width of the curve above.