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    Visual reasoning and the challenge of diagnosing engineering failures

    Citing MechReason, a post says models fail most at connecting the different kinds of evidence engineers use to diagnose failures.

    1 Source, 20d ago, first seen 20d ago

    TLDR

    A post describes visual reasoning through an engineering example: connecting drawings, thermal images, simulations and inspections to identify what went wrong and find a solution. The author cites MechReason as showing that models fail most at this stage, and says their team at ElorianAI is building models to reason like engineers.

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    1 Source, first seen 20d ago

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    1 Source, first seen 20d ago

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    1 Source

    Andrew M. Dai@AndrewDaiWhat is visual reasoning? Just watch an engineer diagnose a failure. They connect dots across drawings, thermal images, simulations, and inspections to see what’s wrong and find a solution. MechReason (https://arxiv.org/html/2609.16012v1) shows models fail most at this stage. At @ElorianAI, we’re building models that reason like engineers.20d
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    1 Source

    Andrew M. Dai@AndrewDaiWhat is visual reasoning? Just watch an engineer diagnose a failure. They connect dots across drawings, thermal images, simulations, and inspections to see what’s wrong and find a solution. MechReason (https://arxiv.org/html/2609.16012v1) shows models fail most at this stage. At @ElorianAI, we’re building models that reason like engineers.20d
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