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MLM, risk-factor evolution

Item 1A (Risk Factors) year-over-year changes. Pre-computed at ingest time: paragraph adds/removes plus term-frequency cosine similarity between consecutive years.

📞 Earnings calls for MLM on Subtext ↗

Section length over time

0276655328298110642016201720182019202020212022202320242025
  • Carried over
  • Newly added

Item 1A word count by fiscal year, split into text carried over from the prior year vs. newly added (from year-over-year diffs).

Year-over-year transitions

YearsSimilarityAddedRemovedSection length
20152016
1.00
+8708-87208708 wordsDiff →
20162017
1.00
+8980-87088980 wordsDiff →
20172018
0.99
+8359-89808359 wordsDiff →
20182020
0.99
+8293-83598293 wordsDiff →
20202021
1.00
+9720-82939720 wordsDiff →
20212022
0.99
+7863-752510058 wordsDiff →
20222023
1.00
+6783-69899852 wordsDiff →
20232024
1.00
+5452-60329266 wordsDiff →
20242025
0.99
+6780-63759677 wordsDiff →