Japjot Singh / notes

Notes

The points where my understanding cracked under stress tests.

• Three post-training losses, one quantity (Nov 2026)

Reference notes

• Four Pictures of One Matmul: Regrouping C = WV, with an Attention Reading (PDF, Oct 2026)
• The Geometry of the Three Reductions (PDF, Oct 2026)