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THE GUN AND THE CROSS || REDEMPTION STORY || WRITTEN BY ADEOLUWA BOLUWAJ... youtu.be/jVGsKhiAGUs?si… via YouTube

Now we’re talking. Benchmarks that actually reflect long-running, real-world agent behavior instead of short bursts. If Nous Research Hermes 405B is outperforming OpenAI GPT-5.4 here, the conversation shifts from “who’s smarter” to “who’s more reliable over time.”

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Everyone’s benchmarking short tasks But the real test is: Can your agent finish the job without falling apart halfway? This is what separates demos from production. Computer-use isn’t about trying tools, it’s about persisting through failure until the task is done.

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Benchmarks like this > hype. Real test isn’t “who’s smarter” — it’s who actually finishes messy, real-world tasks. 16 mins vs total failure (after retries + human prompts) says a lot 👀 Curious how this scales to longer workflows. Watch this: x.com/i/status/20459…

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