tweet2026-04-25c/3hXSs8kk
๐๐ผ๐ผ๐ด๐น๐ฒ'๐ ๐ฆ๐ถ๐บ๐๐น๐ฎ ๐ฏ๐๐ถ๐น๐ฑ๐ ๐ณ๐ฎ๐ธ๐ฒ ๐๐ ๐๐ฟ๐ฎ๐ถ๐ป๐ถ๐ป๐ด ๐ฑ๐ฎ๐๐ฎ ๐ณ๐ฟ๐ผ๐บ ๐๐ต๐ถ๐ป
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# ๐๐ผ๐ผ๐ด๐น๐ฒ'๐ ๐ฆ๐ถ๐บ๐๐น๐ฎ ๐ฏ๐๐ถ๐น๐ฑ๐ ๐ณ๐ฎ๐ธ๐ฒ ๐๐ ๐๐ฟ๐ฎ๐ถ๐ป๐ถ๐ป๐ด ๐ฑ๐ฎ๐๐ฎ ๐ณ๐ฟ๐ผ๐บ ๐๐ต๐ถ๐ป
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๐๐ผ๐ผ๐ด๐น๐ฒ'๐ ๐ฆ๐ถ๐บ๐๐น๐ฎ ๐ฏ๐๐ถ๐น๐ฑ๐ ๐ณ๐ฎ๐ธ๐ฒ ๐๐ ๐๐ฟ๐ฎ๐ถ๐ป๐ถ๐ป๐ด ๐ฑ๐ฎ๐๐ฎ ๐ณ๐ฟ๐ผ๐บ ๐๐ต๐ถ๐ป ๐ฎ๐ถ๐ฟ.
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It scaled to 512,000 data points across cyber and legal tasks.
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Three stages cover the whole topic on purpose.
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Two critic models filter out the weak examples.
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61% of the legal data got tossed in quality checks.
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It already powers Android scam detection and message spam filters.
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Pick your own quality, diversity, and complexity knobs.
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Save this. AI training data just got a fresh playbook.
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