This equation captures one of the core mathematical components of the system. set of states ๐; an initial state ๐ ๐ผโ๐; a finite set of actions ๐ดโ โ ; a
Mind the Prompt: Self-adaptive Generation of Task Plan Explanations via LLMs explores A self-adaptive system that automatically refines LLM prompts for task plan explanations by modeling user cognitive states.. Commercial viability score: 7/10 in LLM Prompt Engineering.
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Page Freshness
Canonical route: /paper/mind-the-prompt-self-adaptive-generation-of-task-plan-explanations-via-llms
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 mind-the-prompt-self-adaptive-generation-of-task-plan-explanations-via-llms | Route /paper/mind-the-prompt-self-adaptive-generation-of-task-plan-explanations-via-llms
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/mind-the-prompt-self-adaptive-generation-of-task-plan-explanations-via-llmsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.21092"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Mind the Prompt: Self-adaptive Generation of Task Plan Explanations via LLMs",
"normalized_query": "2604.21092",
"route": "/paper/mind-the-prompt-self-adaptive-generation-of-task-plan-explanations-via-llms",
"paper_ref": "mind-the-prompt-self-adaptive-generation-of-task-plan-explanations-via-llms",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/mind-the-prompt-self-adaptive-generation-of-task-plan-explanations-via-llms
Subject: Mind the Prompt: Self-adaptive Generation of Task Plan Explanations via LLMs
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
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Structured compute envelope
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Preparing verified analysis
Dimensions overall score 7.0
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. set of states ๐; an initial state ๐ ๐ผโ๐; a finite set of actions ๐ดโ โ ; a
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Receipt path
/buildability/mind-the-prompt-self-adaptive-generation-of-task-plan-explanations-via-llms
Paper ref
mind-the-prompt-self-adaptive-generation-of-task-plan-explanations-via-llms
arXiv id
2604.21092
Generated at
2026-04-24T20:29:08.950Z
Evidence freshness
stale
Last verification
2026-04-24T20:29:08.950Z
Sources
3
References
0
Coverage
50%
Lineage hash
93c01b294c9b4ac816650dfb60670ad1c36b8fdf0a46d8bd8848711e1ac9e358
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
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Pending verification refs / 3 sources / Verification pending
repo_url
references
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This equation captures one of the core mathematical components of the system. represented by the tuple M = (๐,๐ ๐ผ,๐ด, ๐, ๐ฟ, ๐ ), comprising a finite
Page and bbox are available; crop image is pending.
This equation defines the score or evaluation function that determines model quality.
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