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Applied AI·July 18, 2026·1 min read

Fable 5 vs. GPT-5.6 Sol on an NP-Hard Problem: Does /goal help?

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Head-to-head tests of Fable 5 versus GPT-5.6 Sol on NP-hard problems with and without a /goal directive highlight that prompt structure and task framing can rival raw model size. Teams building agentic systems should be investing as much in goal-specification schemas and orchestration as in chasing the latest base model.