Persuadability and LLMs as Legal Decision Tools explores This paper explores how Large Language Models respond to legal arguments, investigating their persuadability and implications for legal decision-making.. Commercial viability score: 2/10 in Legal AI.
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Page Freshness
Canonical route: /paper/persuadability-and-llms-as-legal-decision-tools
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID persuadability-and-llms-as-legal-decision-tools | Route /paper/persuadability-and-llms-as-legal-decision-tools
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/persuadability-and-llms-as-legal-decision-toolsMCP example
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/buildability/persuadability-and-llms-as-legal-decision-tools
Subject: Persuadability and LLMs as Legal Decision Tools
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
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Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
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Dimensions overall score 2.0
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Receipt path
/buildability/persuadability-and-llms-as-legal-decision-tools
Paper ref
persuadability-and-llms-as-legal-decision-tools
arXiv id
2604.26233
Generated at
2026-04-30T15:14:57.964Z
Evidence freshness
fresh
Last verification
2026-04-30T15:14:57.964Z
Sources
3
References
0
Coverage
50%
Lineage hash
f12f562efd339072854ce0bd196aba8f77bad19b1f5227fd7bd00db51cc200cb
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 3 sources / Verification pending
repo_url
references