Let another AI write your teacher data
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How I had a large AI, not people, write the "gold data" that trains a specialist The "gold data" that trains a specialist AI is something humans write — I threw that assumption out. I had a large AI write it, and a small AI copy it out. Japanese→English, the direction the small model was worst at, jumped 42% → 84% on straight imitation alone. Zero human translators. The ceiling above that sat not with the teacher but with the student's comprehension capacity (the teacher's own translations…
1Key Takeaways
- How I had a large AI, not people, write the "gold data" that trains a specialist The "gold data" that trains a specialist AI is something humans write — I threw that assumption out.
- I had a large AI write it, and a small AI copy it out.
- Japanese→English, the direction the small model was worst at, jumped 42% → 84% on straight imitation alone.
- The ceiling above that sat not with the teacher but with the student's comprehension capacity (the teacher's own translations….
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that how I had a large AI, not people, write the "gold data" that trains a specialist The "gold data" that trains a specialist AI is something humans write — I threw that assumption out.
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