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AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum

Stale8d ago35 refs / 3 sources / Verification pending
Viability
0.0/10

Compared to this week’s papers

Verification pending

Use This Via API or MCP

Use Signal Canvas as the narrative proof surface

Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/ait-academy-cultivating-the-complete-agent-with-a-confucian-three-domain-curriculum

stale
Proof freshness
stale
Proof status
unverified
Display score
7/10
Last proof check
2026-04-21
Score updated
2026-04-21
Score fresh until
2026-05-21
References
35
Source count
3
Coverage
67%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum

Canonical ID ait-academy-cultivating-the-complete-agent-with-a-confucian-three-domain-curriculum | Route /signal-canvas/ait-academy-cultivating-the-complete-agent-with-a-confucian-three-domain-curriculum

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/ait-academy-cultivating-the-complete-agent-with-a-confucian-three-domain-curriculum

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "ait-academy-cultivating-the-complete-agent-with-a-confucian-three-domain-curriculum",
    "query_text": "Summarize AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum",
  "normalized_query": "2604.17989",
  "route": "/signal-canvas/ait-academy-cultivating-the-complete-agent-with-a-confucian-three-domain-curriculum",
  "paper_ref": "ait-academy-cultivating-the-complete-agent-with-a-confucian-three-domain-curriculum",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: 35

Proof: Verification pending

Freshness state: computing

Source paper: AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum

PDF: https://arxiv.org/pdf/2604.17989v1

Source count: 3

Coverage: 67%

Last proof check: 2026-04-21T02:39:33.910Z

Signal Canvas receipt window

Watch and verify: AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum

/buildability/ait-academy-cultivating-the-complete-agent-with-a-confucian-three-domain-curriculum

Watchwatch

Subject: AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum

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.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Evidence ids

Receipt path

/buildability/ait-academy-cultivating-the-complete-agent-with-a-confucian-three-domain-curriculum

Paper ref

ait-academy-cultivating-the-complete-agent-with-a-confucian-three-domain-curriculum

arXiv id

2604.17989

Freshness

Generated at

2026-04-21T02:39:33.910Z

Evidence freshness

stale

Last verification

2026-04-21T02:39:33.910Z

Sources

3

References

35

Coverage

67%

Hash state

Lineage hash

7bc953c30170e9d21f97f7012a5c2bfc71499495c0b2ee0d2f48907675c2abcb

Canonical opportunity-kernel lineage hash.

Signature state

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.

Blockers

  • Missing: repo_url
  • Missing: proof_status
  • Unknown: proof verification has not been recorded yet

35 refs / 3 sources / Verification pending

repo_url

proof_status

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum

Overall score: 7/10
Lineage: 7bc953c30170

Canonical Paper Receipt

Last verification: 2026-04-21T02:39:33.910Z

Freshness: stale

Proof: unverified

Repo: missing

References: 35

Sources: 3

Coverage: 67%

Missingness
  • - repo_url
  • - proof_status
Unknowns
  • - proof verification has not been recorded yet

Preparing verified analysis

Dimensions overall score 7.0

GitHub Code Pulse

No public code linked for this paper yet.

Key claims

Strong 1Mixed 0Weak 0
Author intelligence and commercialization panels stay hidden until the proof receipt is verified, cites at least 3 references, includes at least 2 sources, and clears 50% coverage. The paper narrative and citation surfaces remain public while verification is pending.

Startup potential card

Startup potential card preview

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