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/Root Signals @UCBBCociO-W6L_shBRjYazqA@youtube.com

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Welcome to the Root Signals YouTube Channel, where we empowe


37:11
Root Talks: Lauri Pulkka, Newsec
30:10
Root Talks: Tommi Rasinmรคki, Gofore
37:11
OLD: Root Talks: Lauri Pulkka, Newsec
43:27
Root Talks: Henri Viertolahti, Gosta Labs
04:51
Testimonial Gofore
04:19
Testimonial Newsec
03:38
Testimonial Gosta Labs
04:58
๐— ๐—ถ๐˜€๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—Ÿ๐—Ÿ๐—  ๐—๐˜‚๐—ฑ๐—ด๐—ฒ๐˜€ - #๐Ÿต: Judges are only for pre-production
04:43
๐— ๐—ถ๐˜€๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—Ÿ๐—Ÿ๐—  ๐—๐˜‚๐—ฑ๐—ด๐—ฒ๐˜€ - #๐Ÿญ๐Ÿฌ: You always know what to measure from the get-go
41:56
Top-10 Misconceptions About LLM Judges in Production
38:54
10 Critical LLM Blunders - Detect and Fix with LLM Judges
02:20
๐— ๐—ถ๐˜€๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—Ÿ๐—Ÿ๐—  ๐—๐˜‚๐—ฑ๐—ด๐—ฒ๐˜€ - #๐Ÿด: You Always need human in the loop
02:28
๐— ๐—ถ๐˜€๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—Ÿ๐—Ÿ๐—  ๐—๐˜‚๐—ฑ๐—ด๐—ฒ๐˜€ - #๐Ÿณ: Judges make sense only in A-B comparisons
03:17
๐— ๐—ถ๐˜€๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—Ÿ๐—Ÿ๐—  ๐—๐˜‚๐—ฑ๐—ด๐—ฒ๐˜€ - #๐Ÿฒ: Traditional NLP metrics are enough
04:15
๐— ๐—ถ๐˜€๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—Ÿ๐—Ÿ๐—  ๐—๐˜‚๐—ฑ๐—ด๐—ฒ๐˜€ - #๐Ÿฑ: Better models need no judges
02:05
๐— ๐—ถ๐˜€๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—Ÿ๐—Ÿ๐—  ๐—๐˜‚๐—ฑ๐—ด๐—ฒ๐˜€ - #๐Ÿฏ: We know the risks and Judge is an overkill
03:10
๐— ๐—ถ๐˜€๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—Ÿ๐—Ÿ๐—  ๐—๐˜‚๐—ฑ๐—ด๐—ฒ๐˜€ - #๐Ÿฐ: Judges are there just to block unwanted responses
02:54
๐— ๐—ถ๐˜€๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—Ÿ๐—Ÿ๐—  ๐—๐˜‚๐—ฑ๐—ด๐—ฒ๐˜€ - #๐Ÿฎ: Judge models need no management
01:52
๐— ๐—ถ๐˜€๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—Ÿ๐—Ÿ๐—  ๐—๐˜‚๐—ฑ๐—ด๐—ฒ๐˜€ - #๐Ÿญ: Anyone can be a judge
02:52
Root Signals - 3 min demo