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# Deep Learning articles

"The Accumulation of Failures" Gave Birth to LLMs (Part 2) — From Attention to the Scaling Revolution, and Then to Alignment
lin-yuchen
2026.06.24
"The Accumulation of Failures" Gave Birth to LLMs (Part 1) — From the Limits of Mathematics to the Geometry of Meaning
lin-yuchen
2026.06.24