Honestly I feel like 90% of the improvement has been connecting them to deterministic tooling that can tell them when they're wrong. Whenever I chat with one of these latest frontier bots, they still exhibit all the same problems they used to, But throw them in a tight loop with tools that connect to reality, they adjust their behavior accordingly. It's like SLAM vs. dead reckoning for anyone who knows robotics.