๐–๐ก๐ฒ ๐Ž๐ฅ๐-๐’๐œ๐ก๐จ๐จ๐ฅ ๐๐ฎ๐š๐ซ๐ญ๐ž๐ซ๐ฅ๐ฒ ๐‘๐ž๐ฉ๐จ๐ซ๐ญ๐ข๐ง๐  ๐ˆ๐ฌ ๐๐ฎ๐ญ๐ญ๐ข๐ง๐  ๐˜๐จ๐ฎ๐ซ ๐๐ฎ๐ฌ๐ข๐ง๐ž๐ฌ๐ฌ ๐š๐ญ ๐‘๐ข๐ฌ๐ค

๐Ÿ“Š Real-time data isnโ€™t optional anymore. The business landscape is shifting fast.

๐—ก๐—ญ ๐—ฃ๐—ฟ๐—ถ๐˜ƒ๐—ฎ๐—ฐ๐˜† ๐—”๐—ฐ๐˜ ๐—ฐ๐—ต๐—ฎ๐—ป๐—ด๐—ฒ, ๐—ฒ๐—ณ๐—ณ๐—ฒ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ ๐Ÿญ ๐— ๐—ฎ๐˜† ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ

IPP 3A indirect personal information collection notification requirements may apply if you collect informโ€ฆ

๐—˜๐˜ƒ๐—ฒ๐—ป ๐˜๐—ฒ๐—ฎ๐—บ๐˜€ ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—ถ๐—ป๐˜๐—ผ ๐˜๐—ต๐—ฒ๐—ถ๐—ฟ ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐˜€ ๐—ฑ๐—ผ๐—ปโ€™๐˜ ๐—ณ๐˜‚๐—น๐—น๐˜† ๐˜๐—ฟ๐˜‚๐˜€๐˜ ๐˜๐—ต๐—ฒ ๐—ผ๐˜‚๐˜๐—ฝ๐˜‚๐˜๐˜€ ๐—ถ๐—ป๐˜€๐—ถ๐—ฑ๐—ฒ ๐˜๐—ต๐—ฒ๐—ถ๐—ฟ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€.

I came across a piece from WorkOS on how they test their AI agents. They built eval datasets, scoring sysโ€ฆ

๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—”๐—œ ๐—ถ๐˜€ ๐—ด๐—ฒ๐˜๐˜๐—ถ๐—ป๐—ด ๐˜„๐—ผ๐—ฟ๐˜€๐—ฒ. ๐—ฌ๐—ผ๐˜‚ ๐—ท๐˜‚๐˜€๐˜ ๐—ต๐—ฎ๐˜ƒ๐—ฒ๐—ปโ€™๐˜ ๐—ป๐—ผ๐˜๐—ถ๐—ฐ๐—ฒ๐—ฑ ๐˜†๐—ฒ๐˜.

Thatโ€™s the problem with systems built on sand. They donโ€™t collapse. They erode.

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