Mixed-Initiative Context: Structuring and Managing Context for Human-AI Collaboration
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/mixed-initiative-context-structuring-and-managing-context-for-human-ai-collaboration
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 3/10
- Last proof check
- 2026-04-10
- Score updated
- 2026-04-09
- Score fresh until
- 2026-05-09
- References
- 77
- 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
Mixed-Initiative Context: Structuring and Managing Context for Human-AI Collaboration
Canonical ID mixed-initiative-context-structuring-and-managing-context-for-human-ai-collaboration | Route /signal-canvas/mixed-initiative-context-structuring-and-managing-context-for-human-ai-collaboration
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/mixed-initiative-context-structuring-and-managing-context-for-human-ai-collaborationMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "mixed-initiative-context-structuring-and-managing-context-for-human-ai-collaboration",
"query_text": "Summarize Mixed-Initiative Context: Structuring and Managing Context for Human-AI Collaboration"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Mixed-Initiative Context: Structuring and Managing Context for Human-AI Collaboration",
"normalized_query": "2604.07121",
"route": "/signal-canvas/mixed-initiative-context-structuring-and-managing-context-for-human-ai-collaboration",
"paper_ref": "mixed-initiative-context-structuring-and-managing-context-for-human-ai-collaboration",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 0
References: 77
Proof: Verification pending
Freshness state: computing
Source paper: Mixed-Initiative Context: Structuring and Managing Context for Human-AI Collaboration
PDF: https://arxiv.org/pdf/2604.07121v1
Source count: 3
Coverage: 67%
Last proof check: 2026-04-10T00:16:14.247Z
Signal Canvas receipt window
Not build-ready: Mixed-Initiative Context: Structuring and Managing Context for Human-AI Collaboration
/buildability/mixed-initiative-context-structuring-and-managing-context-for-human-ai-collaboration
Subject: Mixed-Initiative Context: Structuring and Managing Context for Human-AI Collaboration
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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/mixed-initiative-context-structuring-and-managing-context-for-human-ai-collaboration
Paper ref
mixed-initiative-context-structuring-and-managing-context-for-human-ai-collaboration
arXiv id
2604.07121
Freshness
Generated at
2026-04-10T00:16:14.247Z
Evidence freshness
stale
Last verification
2026-04-10T00:16:14.247Z
Sources
3
References
77
Coverage
67%
Hash state
Lineage hash
b9ac4e46eefa2c26fc284027452db283aa6ac68252ac73417090a870bcea1ce1
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
77 refs / 3 sources / Verification pending
repo_url
proof_status
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Mixed-Initiative Context: Structuring and Managing Context for Human-AI Collaboration
Canonical Paper Receipt
Last verification: 2026-04-10T00:16:14.247ZFreshness: stale
Proof: unverified
Repo: missing
References: 77
Sources: 3
Coverage: 67%
- - repo_url
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 3.0
GitHub Code Pulse
No public code linked for this paper yet.
Claim map
No public claim map is available for this paper yet.
Startup potential card
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