proof blockPage 268%
This equation captures one of the core mathematical components of the system. β’ Empirical evidence from a controlled study (N=40) and class-
Page and bbox are available; crop image is pending.
MAIC-UI: Making Interactive Courseware with Generative UI explores A zero-code platform that empowers educators to create interactive STEM courseware without programming expertise.. Commercial viability score: 8/10 in Generative UI.
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/maic-ui-making-interactive-courseware-with-generative-ui
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID maic-ui-making-interactive-courseware-with-generative-ui | Route /paper/maic-ui-making-interactive-courseware-with-generative-ui
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/maic-ui-making-interactive-courseware-with-generative-uiMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.25806"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "MAIC-UI: Making Interactive Courseware with Generative UI",
"normalized_query": "2604.25806",
"route": "/paper/maic-ui-making-interactive-courseware-with-generative-ui",
"paper_ref": "maic-ui-making-interactive-courseware-with-generative-ui",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/maic-ui-making-interactive-courseware-with-generative-ui
Subject: MAIC-UI: Making Interactive Courseware with Generative UI
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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/maic-ui-making-interactive-courseware-with-generative-ui
Paper ref
maic-ui-making-interactive-courseware-with-generative-ui
arXiv id
2604.25806
Generated at
2026-04-29T03:16:07.579Z
Evidence freshness
fresh
Last verification
2026-04-29T03:16:07.579Z
Sources
4
References
0
Coverage
67%
Lineage hash
7dba67b723b779f967a335e2e860b4a15f63bbd463b9122863bbb7c24dd222f6
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
Interactive graph renders after load.
Preparing verified analysis
Dimensions overall score 8.0
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. β’ Empirical evidence from a controlled study (N=40) and class-
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. (π= 7), Basic Sciences (π= 8), and Engineering (π= 23). Partici-
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. MAIC-UI 4.90 2.88 4.50 2.75β7.00 Baseline 7.00 2.20 7.00 5.00β MannβWhitney πtest: π= 113.0, π= 0.019, effect size π= 0.
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.
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References are not available from the internal index yet.