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    "story_id": "mp-2026-08-06-009",
    "source_story_id": "tmp-story-spikingnav-efficient-navigation",
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    "headline": "The Navigator Spiked Through Corruption",
    "slug": "the-navigator-spiked-through-corruption",
    "dek": "A spiking sensing-and-policy stack improved reported ObjectNav success under clean and corrupted inputs while using fewer parameters and less stepwise computation.",
    "summary": "A spiking sensing-and-policy stack improved reported ObjectNav success under clean and corrupted inputs while using fewer parameters and less stepwise computation.",
    "body_text": "SpikingNav combines spiking perception with a spiking navigation policy for PointNav and ObjectNav. On the authors' ObjectNav tests, success rose from 31.05 to 34.12 percent in clean conditions and from 8.45 to 13.71 percent under corruption, alongside fewer parameters and lower per-step computation than their comparisons. The team also reports deploying its sensing component on a Thruster-V2 platform. The preprint does not establish general robot reliability outside those benchmarks and hardware tests.",
    "why_it_matters": "A spiking sensing-and-policy stack improved reported ObjectNav success under clean and corrupted inputs while using fewer parameters and less stepwise computation.",
    "limitations": [
      "The preprint does not establish general robot reliability outside those benchmarks and hardware tests."
    ],
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    "first_published_at": "2026-08-06T09:00:00.000-04:00",
    "modified_at": "2026-08-06T09:00:00.000-04:00",
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        "text": "A spiking sensing-and-policy stack improved reported ObjectNav success under clean and corrupted inputs while using fewer parameters and less stepwise computation.",
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        "qualification": "The preprint does not establish general robot reliability outside those benchmarks and hardware tests."
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    "tags": [
      "spiking networks",
      "navigation",
      "robotics"
    ],
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  "sources": [
    {
      "source_id": "source-2026-08-06-009",
      "title": "arXiv preprint 2608.05078",
      "publisher": "arXiv",
      "url": "https://arxiv.org/abs/2608.05078",
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  "cite_this_report": {
    "title": "The Navigator Spiked Through Corruption",
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    "published_at": "2026-08-06T09:00:00.000-04:00",
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