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    GPT-6 Astra reportedly handles topological reasoning in robotic settings

    A post expresses surprise at GPT-6 Astra's apparent topological reasoning ability and points to MindTopo, a benchmark testing concepts such as continuity, enclosure and knots.

    Manling LiML
    Zhaoran WangZW
    Aran NayebiAN
    6 Sources, ,

    TLDR

    Someone working on topological reasoning says they were surprised to see GPT-6 Astra handle it even in robotic settings. They link to MindTopo, whose site describes a benchmark with 11,016 procedurally generated cases across 13 task types. It tests models' reasoning over static scenes and planning in interactive environments, covering concepts including continuity, separation, order, enclosure and knots.

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    6 Sources, first seen 22d ago

    Combined views

    684.9K

    6 Sources, first seen 22d ago

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    6 Sources

    Qineng Wang@qineng_wangGPT-6 Astra can solve some seriously tricky spatial constraint tasks: from unlocking interlocked parts to threading a rope through three rings. Try it yourself now 👇 https://qinengwang-aiden.github.io/demos/constraint_demos/22d
    Manling Li@ManlingLi_We have been working on topological reasoning for a while (see MindTopo https://mind-topo.github.io). Surprised to see GPT-6 Astra pull it off, even in robotic settings22d
    Zihan "Zenus" Wang@wzenusRT @qineng_wang: GPT-6 Astra can solve some seriously tricky spatial constraint tasks: from unlocking interlocked parts to threading a rope…22d
    Zhaoran Wang@zhaoran_wangRT @qineng_wang: GPT-6 Astra can solve some seriously tricky spatial constraint tasks: from unlocking interlocked parts to threading a rope…21d
    Aran Nayebi@aran_nayebiIt would be semi-ironic if the "GPT moment for robotics" is... just GPT lol.20d

    6 Sources

    Qineng Wang@qineng_wangGPT-6 Astra can solve some seriously tricky spatial constraint tasks: from unlocking interlocked parts to threading a rope through three rings. Try it yourself now 👇 https://qinengwang-aiden.github.io/demos/constraint_demos/22d
    Manling Li@ManlingLi_We have been working on topological reasoning for a while (see MindTopo https://mind-topo.github.io). Surprised to see GPT-6 Astra pull it off, even in robotic settings22d
    Zihan "Zenus" Wang@wzenusRT @qineng_wang: GPT-6 Astra can solve some seriously tricky spatial constraint tasks: from unlocking interlocked parts to threading a rope…22d
    Zhaoran Wang@zhaoran_wangRT @qineng_wang: GPT-6 Astra can solve some seriously tricky spatial constraint tasks: from unlocking interlocked parts to threading a rope…21d
    Aran Nayebi@aran_nayebiIt would be semi-ironic if the "GPT moment for robotics" is... just GPT lol.20d