Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation
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/subliminal-transfer-of-unsafe-behaviors-in-ai-agent-distillation
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-04-20
- Score updated
- 2026-04-20
- Score fresh until
- 2026-05-20
- References
- 0
- Source count
- 4
- Coverage
- 50%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation
Canonical ID subliminal-transfer-of-unsafe-behaviors-in-ai-agent-distillation | Route /signal-canvas/subliminal-transfer-of-unsafe-behaviors-in-ai-agent-distillation
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/subliminal-transfer-of-unsafe-behaviors-in-ai-agent-distillationMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "subliminal-transfer-of-unsafe-behaviors-in-ai-agent-distillation",
"query_text": "Summarize Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation",
"normalized_query": "2604.15559",
"route": "/signal-canvas/subliminal-transfer-of-unsafe-behaviors-in-ai-agent-distillation",
"paper_ref": "subliminal-transfer-of-unsafe-behaviors-in-ai-agent-distillation",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 5
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation
PDF: https://arxiv.org/pdf/2604.15559v1
Repository: https://github.com/goodfeli/dlbook_notation
Source count: 4
Coverage: 50%
Last proof check: 2026-04-20T20:24:04.238Z
Signal Canvas receipt window
Ready for execution: Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation
/buildability/subliminal-transfer-of-unsafe-behaviors-in-ai-agent-distillation
Subject: Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation
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/subliminal-transfer-of-unsafe-behaviors-in-ai-agent-distillation
Paper ref
subliminal-transfer-of-unsafe-behaviors-in-ai-agent-distillation
arXiv id
2604.15559
Freshness
Generated at
2026-04-20T20:24:04.238Z
Evidence freshness
fresh
Last verification
2026-04-20T20:24:04.238Z
Sources
4
References
0
Coverage
50%
Hash state
Lineage hash
02b001fdb60b8c7142a3a287066327cd93a5f9433db89be41c4cba760c3a222e
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: references
- Missing: proof_status
- Missing: paper_extraction_scorecards
- Unknown: proof verification has not been recorded yet
Pending verification refs / 4 sources / Verification pending
references
proof_status
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation
Canonical Paper Receipt
Last verification: 2026-04-20T20:24:04.238ZFreshness: fresh
Proof: unverified
Repo: active
References: 0
Sources: 4
Coverage: 50%
- - references
- - proof_status
- - paper_extraction_scorecards
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 7.0
GitHub Code Pulse
Key claims
Startup potential card
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BUILDER'S SANDBOX
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