proof blockPage 568%
This equation captures one of the core mathematical components of the system. Each task is defined by a tuple m = (I, s0, u, φ): a natural-language instruction I, an initial
Page and bbox are available; crop image is pending.
Can Current Agents Close the Discovery-to-Application Gap? A Case Study in Minecraft explores SciCrafter, a Minecraft benchmark, evaluates AI agents on the discovery-to-application loop for causal reasoning, revealing current frontier models plateau at 26% success and identifying knowledge gap identification as a growing bottleneck.. Commercial viability score: 6/10 in AI Agents.
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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/can-current-agents-close-the-discovery-to-application-gap-a-case-study-in-minecraft
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID can-current-agents-close-the-discovery-to-application-gap-a-case-study-in-minecraft | Route /paper/can-current-agents-close-the-discovery-to-application-gap-a-case-study-in-minecraft
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/can-current-agents-close-the-discovery-to-application-gap-a-case-study-in-minecraftMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.24697"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Can Current Agents Close the Discovery-to-Application Gap? A Case Study in Minecraft",
"normalized_query": "2604.24697",
"route": "/paper/can-current-agents-close-the-discovery-to-application-gap-a-case-study-in-minecraft",
"paper_ref": "can-current-agents-close-the-discovery-to-application-gap-a-case-study-in-minecraft",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/can-current-agents-close-the-discovery-to-application-gap-a-case-study-in-minecraft
Subject: Can Current Agents Close the Discovery-to-Application Gap? A Case Study in Minecraft
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/can-current-agents-close-the-discovery-to-application-gap-a-case-study-in-minecraft
Paper ref
can-current-agents-close-the-discovery-to-application-gap-a-case-study-in-minecraft
arXiv id
2604.24697
Generated at
2026-04-28T15:19:14.569Z
Evidence freshness
fresh
Last verification
2026-04-28T15:19:14.569Z
Sources
4
References
0
Coverage
67%
Lineage hash
d9d16dbdaf065423bb1fa4030dec2daf12cc4ec963bc45afc2bebe8c35701fdf
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 / 4 sources / Verification pending
references
proof_status
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 6.0
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. Each task is defined by a tuple m = (I, s0, u, φ): a natural-language instruction I, an initial
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. trace, declaring success iff φ(s) = 1. In practice, I is a YAML task description, while u and
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. relative gap ratio rδ = δ/P(S=1 | M, ∅) to normalize across models with different baselines.
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.
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