Unverified50% confidenceSolutionExact time
By introducing more fine-grained scopes to unit tests, each test case can promptly release the memory it occupies after execution.
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50%
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Long-term
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10/6/2026
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UnverifiedAll test outputs were produced from a single prompt, and with more time invested in continuous iterative refinement, either model could potentially produce considerably more impressive work.75% similarUnverifiedExisting science benchmarks provide all known quantities to the model at once, requiring only one-shot symbolic reasoning and bypassing the step of acquiring information through experimentation73% similarUnverifiedThis test only covered the replication dimension—i.e., given a clear target, whether the model can accurately reproduce it—and has not yet tested the directing (camera imagination) capability.71% similarUnverifiedThe bottom layer of the testing pyramid consists of unit tests (millisecond-level, most numerous), the middle layer of integration tests (second-level), and the top layer of end-to-end tests (minute-level, fewest in number).71% similarUnverifiedA more pragmatic approach for critical tasks is to establish small-scale benchmarks and regularly test model stability using fixed questions.71% similar
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