proof blockPage 668%
This equation captures one of the core mathematical components of the system. on Qwen3-8B with LoRA (r = 32, α = 64) for
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ActivityEditor: Learning to Synthesize Physically Valid Human Mobility explores ActivityEditor is a dual-LLM-agent framework for zero-shot cross-regional human mobility trajectory generation, ensuring physical validity and statistical fidelity.. Commercial viability score: 7/10 in Human Mobility Simulation.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/activityeditor-learning-to-synthesize-physically-valid-human-mobility
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 activityeditor-learning-to-synthesize-physically-valid-human-mobility | Route /paper/activityeditor-learning-to-synthesize-physically-valid-human-mobility
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/activityeditor-learning-to-synthesize-physically-valid-human-mobilityMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.05529"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "ActivityEditor: Learning to Synthesize Physically Valid Human Mobility",
"normalized_query": "2604.05529",
"route": "/paper/activityeditor-learning-to-synthesize-physically-valid-human-mobility",
"paper_ref": "activityeditor-learning-to-synthesize-physically-valid-human-mobility",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/activityeditor-learning-to-synthesize-physically-valid-human-mobility
Subject: ActivityEditor: Learning to Synthesize Physically Valid Human Mobility
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
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
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.
Research neighborhood
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Preparing verified analysis
Dimensions overall score 7.0
No public claim map is available for this paper yet.
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. on Qwen3-8B with LoRA (r = 32, α = 64) for
Page and bbox are available; crop image is pending.
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/activityeditor-learning-to-synthesize-physically-valid-human-mobility
Paper ref
activityeditor-learning-to-synthesize-physically-valid-human-mobility
arXiv id
2604.05529
Generated at
2026-04-08T03:21:54.703Z
Evidence freshness
fresh
Last verification
2026-04-08T03:21:54.703Z
Sources
0
References
0
Coverage
0%
Lineage hash
922c29304e5fc4fa1d585390dfdc444da4eada09163d7ebdcd983e15862048b3
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.
Verification pending / evidence receipt incomplete
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage
This equation captures one of the core mathematical components of the system. - REPLACE: activity ’A’ -> ’B’ (reason)
Page and bbox are available; crop image is pending.
This equation defines the score or evaluation function that determines model quality.
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.