Holly Ramsay and Adam Peaty celebrate their first Valentine’s Day as a married couple as her father Gordon shares a heartfelt tribute to his wife Tana and younger daughter Tilly

I recently had such a fun moment with my dad, Gordon Ramsay! We did a photoshoot together, and I wanted to share a peek with you all. It was a really special day, and I loved getting to spend that time with him.


![Delegate agents demonstrably improve trade outcomes by consistently proposing offers that yield a significant increase in receiver surplus-a statistically significant shift not observed in non-AI-assisted scenarios [latex] (p<0.01) [/latex], suggesting a capacity for mutually beneficial negotiation.](https://arxiv.org/html/2602.12089v1/figs/spillover.png)





