LeGo-Code: Can Modular Curriculum Learning Advance Complex Code Generation? Insights from Text-to-SQL
Compared to this week’s papers
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/lego-code-can-modular-curriculum-learning-advance-complex-code-generation-insights-from-text-to-sql
- Proof freshness
- stale
- Proof status
- verified
- Display score
- 8/10
- Last proof check
- 2026-04-21
- Score updated
- 2026-04-21
- Score fresh until
- 2026-05-21
- References
- 0
- Source count
- 4
- 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
LeGo-Code: Can Modular Curriculum Learning Advance Complex Code Generation? Insights from Text-to-SQL
Canonical ID lego-code-can-modular-curriculum-learning-advance-complex-code-generation-insights-from-text-to-sql | Route /signal-canvas/lego-code-can-modular-curriculum-learning-advance-complex-code-generation-insights-from-text-to-sql
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/lego-code-can-modular-curriculum-learning-advance-complex-code-generation-insights-from-text-to-sqlMCP example
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}
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}Evidence Receipt
Route status: buildingClaims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: LeGo-Code: Can Modular Curriculum Learning Advance Complex Code Generation? Insights from Text-to-SQL
PDF: https://arxiv.org/pdf/2604.18254v1
Source count: 4
Coverage: 67%
Last proof check: 2026-04-21T20:33:47.865Z
Signal Canvas receipt window
Ready for execution: LeGo-Code: Can Modular Curriculum Learning Advance Complex Code Generation? Insights from Text-to-SQL
/buildability/lego-code-can-modular-curriculum-learning-advance-complex-code-generation-insights-from-text-to-sql
Subject: LeGo-Code: Can Modular Curriculum Learning Advance Complex Code Generation? Insights from Text-to-SQL
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.
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/lego-code-can-modular-curriculum-learning-advance-complex-code-generation-insights-from-text-to-sql
Paper ref
lego-code-can-modular-curriculum-learning-advance-complex-code-generation-insights-from-text-to-sql
arXiv id
2604.18254
Freshness
Generated at
2026-04-21T20:33:47.865Z
Evidence freshness
stale
Last verification
2026-04-21T20:33:47.865Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
64b94048edec42ccd423a249b761a27c16240e91bfbf54c35aa56013c890f20d
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: references
Pending verification refs / 4 sources / Verification pending
repo_url
references
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
LeGo-Code: Can Modular Curriculum Learning Advance Complex Code Generation? Insights from Text-to-SQL
Canonical Paper Receipt
Last verification: 2026-04-21T20:33:47.865ZFreshness: stale
Proof: verified
Repo: missing
References: 0
Sources: 4
Coverage: 67%
- - repo_url
- - references
No unresolved unknowns recorded.
Preparing verified analysis
Dimensions overall score 8.0
GitHub Code Pulse
No public code linked for this paper yet.
Key claims
Startup potential card
Related Resources
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