Which of the following is an example of activities that would typically be excluded in research and development costs under U.S. GAAP?

1. Design, construction, and testing of preproduction prototypes and modes.
2. Laboratory research aimed at discovery of new knowledge.
3. Quality control during commercial production, including routine testing of products.
4. Testing in search for, or evaluation of, product or process alternatives.