What happens if you lose 10$ per share in one week and gain 10$ per share the next alternating for 52 weeks ;)? Is the effect stronger if you replace 10$ by 20$?

The latest version includes:

✅ Significantly fewer typos
✅ More illustrations and figures
✅ Reorganized sections for better clarity
✅ Sharpened and improved arguments

Great point in principle, but you seem to be having it at the ideal altitude and in the ideal season.

Other countries will only want to hire the top researchers, which only correspond to a small part of the budget.

🔍 Key insights:
* The singular values of the query-key matrix product are the most critical parameters for tracking stability.
* Self-attention and softmax operations are the worst offenders for error amplification.
* There are stable (and unstable) methods for normalization.