How to Benchmark: as a mechanical engineer
2:51
YouTubeDavid Malawey
How to Benchmark: as a mechanical engineer
Hi everyone, this video shows an example of benchmarking as a mechanichal engineer. By examination of working products you can gather new design knowledge and then insert that knoweldge into your CAD geometry and final parts. A great number of mechanisms come and go with very little value attached to them, but in the hands of a mechanical ...
6.5K views1 month ago
Benchmarking Process
The benchmark problem nobody talks about: if you sell evaluation data to the same labs you're supposed to be measuring, they'll optimize for your metrics instead of real progress. Campbell Brown is describing the structural conflict built into AI evaluation right now. Labs need good datasets to improve their models. But if the entity providing those datasets also sets the benchmarks, you've created an incentive to teach to the test — labs optimize for the score, not actual capability. The soluti
0:59
The benchmark problem nobody talks about: if you sell evaluation data to the same labs you're supposed to be measuring, they'll optimize for your metrics instead of real progress. Campbell Brown is describing the structural conflict built into AI evaluation right now. Labs need good datasets to improve their models. But if the entity providing those datasets also sets the benchmarks, you've created an incentive to teach to the test — labs optimize for the score, not actual capability. The soluti
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The truth about: Is benchmarking models bullshit? 👇 #lovablepartner #shorts
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