Reached the same conclusion. Plus it's a fair amount of effort to set them up and maintain.
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Reached the same conclusion. Plus it's a fair amount of effort to set them up and maintain.
On the other, I'm sceptical of that it'll have "strong benefits" at scale; I'd be more in favor if the wording was "some"/"moderate". I reckon self-selection plays a huge part, as mentioned in the "Limitations" section of the paper.
I'd also caution against attaching the tool to grading. That means students have to put more effort into the course, which increases the chances that they will use LLMs to save time rather than make the investment.
Sharing it as I didn't know about this RefCam. I don't watch football but found it quite interesting.
On entrepreneurship - the low execution cost and huge capital inflows in software startups actually makes it very hard to succeed in that space because it leads to intense competition. The success stories are the tip of the iceberg.
This makes hardware startups relatively easier to build, believe it or not.
You need have the capital from the get go though.