ResNet

What is ResNet?

ResNet introduces residual skip connections so very deep convolutional networks can train effectively.

What this looks like in production

In production, teams encounter ResNet when building, evaluating, or securing model and agent pipelines.

What teams usually do about it

• Document expected behavior and evaluation criteria for this concept.
• Add automated checks where the risk or metric is measurable.
• Re-test after model, data, or prompt changes.

Further reading: arXiv: Deep Residual Learning.