Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs
Compared to this week’s papers
Verification pending
Use This Via API or MCP
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/every-picture-tells-a-dangerous-story-memory-augmented-multi-agent-jailbreak-attacks-on-vlms
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-04-15
- Score updated
- 2026-04-15
- Score fresh until
- 2026-05-15
- References
- 0
- Source count
- 3
- Coverage
- 50%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs
Canonical ID every-picture-tells-a-dangerous-story-memory-augmented-multi-agent-jailbreak-attacks-on-vlms | Route /signal-canvas/every-picture-tells-a-dangerous-story-memory-augmented-multi-agent-jailbreak-attacks-on-vlms
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/every-picture-tells-a-dangerous-story-memory-augmented-multi-agent-jailbreak-attacks-on-vlmsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "every-picture-tells-a-dangerous-story-memory-augmented-multi-agent-jailbreak-attacks-on-vlms",
"query_text": "Summarize Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs",
"normalized_query": "2604.12616",
"route": "/signal-canvas/every-picture-tells-a-dangerous-story-memory-augmented-multi-agent-jailbreak-attacks-on-vlms",
"paper_ref": "every-picture-tells-a-dangerous-story-memory-augmented-multi-agent-jailbreak-attacks-on-vlms",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs
PDF: https://arxiv.org/pdf/2604.12616v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-15T16:59:13.246Z
Signal Canvas receipt window
Watch and verify: Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs
/buildability/every-picture-tells-a-dangerous-story-memory-augmented-multi-agent-jailbreak-attacks-on-vlms
Subject: Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs
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/every-picture-tells-a-dangerous-story-memory-augmented-multi-agent-jailbreak-attacks-on-vlms
Paper ref
every-picture-tells-a-dangerous-story-memory-augmented-multi-agent-jailbreak-attacks-on-vlms
arXiv id
2604.12616
Freshness
Generated at
2026-04-15T16:59:13.246Z
Evidence freshness
stale
Last verification
2026-04-15T16:59:13.246Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
bc19dc47be1a8fa8646b9cf2902894ca6106a94fde324983150d6c7510260853
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
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 3 sources / Verification pending
repo_url
references
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs
Canonical Paper Receipt
Last verification: 2026-04-15T16:59:13.246ZFreshness: stale
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - 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.
Claim map
No public claim map is available for this paper yet.
Startup potential card
Related Resources
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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