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Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models
Zihan Wang, Rui Pan, Jiarui Yao, Robert Csordas, Linjie Li, Lu Yin, Jiajun Wu, Tong Zhang, Manling Li, Shiwei Liu
https://arxiv.org/abs/2506.18945

Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models
We propose Chain-of-Experts (CoE), a new Mixture-of-Experts (MoE) architecture that introduces sequential expert communication within each layer. Unlike traditional MoE models, where experts operate independently in parallel, CoE processes tokens iteratively across a chain of experts inside a layer. To support dynamic expert selection across iterations, CoE employs a dedicated router at each iteration step within a layer. This design allows tokens to re-evaluate and select different experts dur…

OK, this seems interesting.
https://delightful.coding.social/delightful-fediverse-experience/

delightful fediverse experience
Delightful curated lists of free software, open science and information sources.

Legal experts view Trump lawsuit against Maryland judges as effort to skirt legal review | Courthouse News Service
https://www.courthousenews.com/legal-experts-view-trump-lawsuit-against-maryland-judges-as-effort-to-skirt-legal-review/

Se lige en vild himmel jeg fik med i dette hurtige knips af Aalborg Kloster (hvor man kan bo?!! https://www.aalborgkloster.dk/boliger/ )

To my local peeps in #Georgia, US. The wife and I went to this last night and it was AMAZING. They only have one more weekend this year, but they will be back next year. Impressive production value, world class performers and artists. The guy operating the dragon is from Jim Henson studios (and worked with Henson back in the day). I can't say enough good things about this.

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An enchanting immersive theatre show experience. Check available tickets Don’t miss the immersive event of the year! An enchanting immersive theatre show experience. Check available tickets Don’t miss the immersive event of the year! Step into the world of Mirth & Mischief… An unforgettable fantasy-themed immersive theatre experience that takes place in a Renaissance-style castle […]

2025 CFL picks, betting odds, predictions: Proven expert reveals predictions for every game on Week 4 schedule

https://www.cbssports.com/b…

Anytime-Valid Inference in Adaptive Experiments: Covariate Adjustment and Balanced Power
Daniel Molitor, Samantha Gold
https://arxiv.org/abs/2506.20523 htt…

Anytime-Valid Inference in Adaptive Experiments: Covariate Adjustment and Balanced Power
Adaptive experiments have become central to modern experimental design, enabling researchers to efficiently identify optimal treatments, improve statistical power, and maximize respondent welfare. However, adaptive experiments compromise valid inference and leave sub-optimal treatments underpowered. We introduce two methodological advances for adaptive experimentation. First, covariate-adjusted Mixture Adaptive Design (MADCovar) achieves substantial improvements in average treatment effect (ATE…

Expert Generalists by @…
https://martinfowler.com/articles/expert-generalist.html

Interesting ExpressVPN offering fixed IPs https://www.expressvpn.com/features/dedicated-ip

To my local peeps in #Georgia, US. The wife and I went to this last night and it was AMAZING. They only have one more weekend this year, but they will be back next year. Impressive production value, world class performers and artists. The guy operating the dragon is from Jim Henson studios (and worked with Henson back in the day). I can't say enough good things about this.

Home
An enchanting immersive theatre show experience. Check available tickets Don’t miss the immersive event of the year! An enchanting immersive theatre show experience. Check available tickets Don’t miss the immersive event of the year! Step into the world of Mirth & Mischief… An unforgettable fantasy-themed immersive theatre experience that takes place in a Renaissance-style castle […]