Do We Really Need External Tools to Mitigate Hallucinations? SIRA: Shared-Prefix Internal Reconstruction of Attribution

Do We Really Need External Tools to Mitigate Hallucinations? SIRA: Shared-Prefix Internal Reconstruction of Attribution | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/do-we-really-need-external-tools-to-mitigate-hallucinations-sira-shared-prefix-internal-reconstruction-of-attribution

stale

Proof freshness: fresh
Proof status: unverified
Display score: 5/10
Last proof check: 2026-05-15
Score updated: 2026-05-15
Score fresh until: 2026-06-14
References: 0
Source count: 0
Coverage: 0%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID do-we-really-need-external-tools-to-mitigate-hallucinations-sira-shared-prefix-internal-reconstruction-of-attribution | Route /signal-canvas/do-we-really-need-external-tools-to-mitigate-hallucinations-sira-shared-prefix-internal-reconstruction-of-attribution

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/do-we-really-need-external-tools-to-mitigate-hallucinations-sira-shared-prefix-internal-reconstruction-of-attribution

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "do-we-really-need-external-tools-to-mitigate-hallucinations-sira-shared-prefix-internal-reconstruction-of-attribution",
    "query_text": "Summarize Do We Really Need External Tools to Mitigate Hallucinations? SIRA: Shared-Prefix Internal Reconstruction of Attribution"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Do We Really Need External Tools to Mitigate Hallucinations? SIRA: Shared-Prefix Internal Reconstruction of Attribution",
  "normalized_query": "2605.14621",
  "route": "/signal-canvas/do-we-really-need-external-tools-to-mitigate-hallucinations-sira-shared-prefix-internal-reconstruction-of-attribution",
  "paper_ref": "do-we-really-need-external-tools-to-mitigate-hallucinations-sira-shared-prefix-internal-reconstruction-of-attribution",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Do We Really Need External Tools to Mitigate Hallucinations? SIRA: Shared-Prefix Internal Reconstruction of Attribution

PDF: https://arxiv.org/pdf/2605.14621v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-15T20:13:59.750Z

Signal Canvas receipt window

Watch and verify: Do We Really Need External Tools to Mitigate Hallucinations? SIRA: Shared-Prefix Internal Reconstruction of Attribution

/buildability/do-we-really-need-external-tools-to-mitigate-hallucinations-sira-shared-prefix-internal-reconstruction-of-attribution

Watchwatch

Subject: Do We Really Need External Tools to Mitigate Hallucinations? SIRA: Shared-Prefix Internal Reconstruction of Attribution

Verdict

Watch

Do We Really Need External Tools to Mitigate Hallucinations? SIRA: Shared-Prefix Internal Reconstruction of Attribution

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface