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I wanted to start a broader future possibilities thread around AI Benchmarks. A useful angle is future improvements, but it also connects with real-world use. Different tools and workflows can produce very different results even when the goal is similar. It would be interesting to compare...

When working with Open Source AI, the biggest gains usually come from treating it as a repeatable workflow rather than a one-off prompt or experiment. One important area is future improvements. Define what a good result looks like before changing tools or settings, then test one variable at a...