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![BrandGrowthOS Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1807415733069950977.png) Karim Chaanine [@BrandGrowthOS](/creator/twitter/BrandGrowthOS) on x XXX followers
Created: 2025-07-19 03:34:22 UTC

watched sam's demo earlier and this is wild

**benchmark gaming vs real world** tho - chatgpt agent crushing arg agi challenges but can it handle my quarterly expense reports without hallucinating vendor names? 🤔

**been testing it** since the launch today and the credential retention is the actual breakthrough. not the agi flexing, but staying logged in across sessions

**erika processes 200+ expenses/month** but still needs human validation for edge cases. these challenges are clean problems with clear success metrics

**production reality check:** 
- arg agi: defined problem, clear success state
- real business: messy data, unclear requirements, "it depends" everywhere

**don't get me wrong** - impressive technical capability. but the gap between "solves puzzle" and "runs my business process reliably" is still huge

**what excites me:** if it can handle complex reasoning challenges, maybe we're closer to agents that can adapt to real-world chaos

**question:** did it solve level X in one shot or need multiple attempts?

the agi benchmarks are cool but show me it booking a restaurant reservation when the website's broken 😅


XXX engagements

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**Related Topics**
[breakthrough](/topic/breakthrough)
[agi](/topic/agi)
[open ai](/topic/open-ai)
[gaming](/topic/gaming)
[demo](/topic/demo)

[Post Link](https://x.com/BrandGrowthOS/status/1946413278025928722)