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[@abeirami](/creator/twitter/abeirami)
"ACs are the new reviewers equipped with LLM-as-a-judge On a serious note as the quality of the reviews keeps dropping all the heavy lifting of the the decision making lies more and more on the shoulders of the ACs We need to decrease the AC loads to keep this sustainable"  
![@abeirami Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1073974163704958976.png) [@abeirami](/creator/x/abeirami) on [X](/post/tweet/1948739581504868357) 2025-07-25 13:38:16 UTC 8177 followers, 7009 engagements


"@krismicinski @MengdiWang10 I have been thinking about this actually. I think my batch is more on the "LLM stuff" and it is expected that the scores be generally lower and more diverging there compared to core/mathematical ML"  
![@abeirami Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1073974163704958976.png) [@abeirami](/creator/x/abeirami) on [X](/post/tweet/1948809894108504540) 2025-07-25 18:17:40 UTC 8177 followers, XXX engagements


"@saptarshisays Are you implying that acceptance rate will go down to X% No that won't happen"  
![@abeirami Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1073974163704958976.png) [@abeirami](/creator/x/abeirami) on [X](/post/tweet/1948800328343990662) 2025-07-25 17:39:39 UTC 8178 followers, 1516 engagements


"Gemini has a bipolar persona that keeps switching between a stupid 2020 LLM and the smartest AI ever created in the same conversation"  
![@abeirami Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1073974163704958976.png) [@abeirami](/creator/x/abeirami) on [X](/post/tweet/1949116449605214319) 2025-07-26 14:35:49 UTC 8178 followers, 3208 engagements


"@soldni Yes XXX% right on timing being the bottleneck. Even 500-person events are generally negotiated 12mo in advance. I'm just trying to say that it's a great initiative but perhaps not with the best ROI. Organizing a XXX person event is still a lot of work"  
![@abeirami Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1073974163704958976.png) [@abeirami](/creator/x/abeirami) on [X](/post/tweet/1947108413474816480) 2025-07-21 01:36:35 UTC 8148 followers, XXX engagements

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

@abeirami "ACs are the new reviewers equipped with LLM-as-a-judge On a serious note as the quality of the reviews keeps dropping all the heavy lifting of the the decision making lies more and more on the shoulders of the ACs We need to decrease the AC loads to keep this sustainable"
@abeirami Avatar @abeirami on X 2025-07-25 13:38:16 UTC 8177 followers, 7009 engagements

"@krismicinski @MengdiWang10 I have been thinking about this actually. I think my batch is more on the "LLM stuff" and it is expected that the scores be generally lower and more diverging there compared to core/mathematical ML"
@abeirami Avatar @abeirami on X 2025-07-25 18:17:40 UTC 8177 followers, XXX engagements

"@saptarshisays Are you implying that acceptance rate will go down to X% No that won't happen"
@abeirami Avatar @abeirami on X 2025-07-25 17:39:39 UTC 8178 followers, 1516 engagements

"Gemini has a bipolar persona that keeps switching between a stupid 2020 LLM and the smartest AI ever created in the same conversation"
@abeirami Avatar @abeirami on X 2025-07-26 14:35:49 UTC 8178 followers, 3208 engagements

"@soldni Yes XXX% right on timing being the bottleneck. Even 500-person events are generally negotiated 12mo in advance. I'm just trying to say that it's a great initiative but perhaps not with the best ROI. Organizing a XXX person event is still a lot of work"
@abeirami Avatar @abeirami on X 2025-07-21 01:36:35 UTC 8148 followers, XXX engagements

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