Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
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Page Freshness
Canonical route: /signal-canvas/bioprovla-agent-an-affordable-protocol-driven-vision-enhanced-vla-enabled-embodied-multi-agent-system-with-closed-loop-c
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 bioprovla-agent-an-affordable-protocol-driven-vision-enhanced-vla-enabled-embodied-multi-agent-system-with-closed-loop-c | Route /signal-canvas/bioprovla-agent-an-affordable-protocol-driven-vision-enhanced-vla-enabled-embodied-multi-agent-system-with-closed-loop-c
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/bioprovla-agent-an-affordable-protocol-driven-vision-enhanced-vla-enabled-embodied-multi-agent-system-with-closed-loop-cMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "bioprovla-agent-an-affordable-protocol-driven-vision-enhanced-vla-enabled-embodied-multi-agent-system-with-closed-loop-c",
"query_text": "Summarize BioProVLA-Agent: An Affordable, Protocol-Driven, Vision-Enhanced VLA-Enabled Embodied Multi-Agent System with Closed-Loop-Capable Reasoning for Biological Laboratory Manipulation"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "BioProVLA-Agent: An Affordable, Protocol-Driven, Vision-Enhanced VLA-Enabled Embodied Multi-Agent System with Closed-Loop-Capable Reasoning for Biological Laboratory Manipulation",
"normalized_query": "2605.07306",
"route": "/signal-canvas/bioprovla-agent-an-affordable-protocol-driven-vision-enhanced-vla-enabled-embodied-multi-agent-system-with-closed-loop-c",
"paper_ref": "bioprovla-agent-an-affordable-protocol-driven-vision-enhanced-vla-enabled-embodied-multi-agent-system-with-closed-loop-c",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
PDF: https://arxiv.org/pdf/2605.07306v1
Source count: 3
Coverage: 50%
Last proof check: 2026-05-11T20:37:45.195Z
Signal Canvas receipt window
/buildability/bioprovla-agent-an-affordable-protocol-driven-vision-enhanced-vla-enabled-embodied-multi-agent-system-with-closed-loop-c
Subject: BioProVLA-Agent: An Affordable, Protocol-Driven, Vision-Enhanced VLA-Enabled Embodied Multi-Agent System with Closed-Loop-Capable Reasoning for Biological Laboratory Manipulation
Preparing verified analysis
Dimensions overall score 8.0
No public code linked for this paper yet.
CLAIM MAP
No public claim map is available for this paper yet.
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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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.
Receipt path
/buildability/bioprovla-agent-an-affordable-protocol-driven-vision-enhanced-vla-enabled-embodied-multi-agent-system-with-closed-loop-c
Paper ref
bioprovla-agent-an-affordable-protocol-driven-vision-enhanced-vla-enabled-embodied-multi-agent-system-with-closed-loop-c
arXiv id
2605.07306
Generated at
2026-05-11T20:37:45.195Z
Evidence freshness
stale
Last verification
2026-05-11T20:37:45.195Z
Sources
3
References
0
Coverage
50%
Lineage hash
9be97d5799c7110fc988bd2780e56705d00c02e8601e2466af76f3d39e653cf7
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