[7777777phil]

I saw this paper being posted here so many times over the past days.

https://news.ycombinator.com/item?id=47196883

https://news.ycombinator.com/item?id=47134473

https://news.ycombinator.com/item?id=47147764

https://news.ycombinator.com/item?id=47141321

Besides that.. Agents reporting task completion while the system state says otherwise is predictable once you think about it. Next-token prediction optimizes for plausible outputs, not ground truth.