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Principle 3: Production-grade tasks — Intel — VibeLeaderboard

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Principle 3: Production-grade tasks

From The Good, the Bad, and the Ugly: Why Coding Benchmarks Are Broken · ≈10:05

“It is another for it's another thing for an engineer to look at a task and say, "If the LLM is fixing this, I trust it to fix that."”

What’s in it

Argues LLM coding benchmarks need real economic-value tasks
Distinguishes passing a test from earning engineer trust
Names 'production grade' as a core benchmark design principle

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Clip transcript

The third principle, production grade. The tasks have to be tasks have to have value um and they have to be economically valuable. Um it is one thing to have a test a task that is failing the LLM proven that the LLM is not there yet. It is another for it's another thing for an engineer to look at a task and say, "If the LLM is fixing this, I trust it to fix that." Currently, we don't have that. So, production grade.