Parallax: Why AI Agents That Think Must Never Act explores A novel security paradigm for AI agents that separates reasoning from execution to prevent unauthorized actions, with a 98.9% attack blocking rate.. Commercial viability score: 7/10 in AI Agent Security.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/parallax-why-ai-agents-that-think-must-never-act
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID parallax-why-ai-agents-that-think-must-never-act | Route /paper/parallax-why-ai-agents-that-think-must-never-act
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/parallax-why-ai-agents-that-think-must-never-actMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.12986"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Parallax: Why AI Agents That Think Must Never Act",
"normalized_query": "2604.12986",
"route": "/paper/parallax-why-ai-agents-that-think-must-never-act",
"paper_ref": "parallax-why-ai-agents-that-think-must-never-act",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/parallax-why-ai-agents-that-think-must-never-act
Subject: Parallax: Why AI Agents That Think Must Never Act
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.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
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Preparing verified analysis
Dimensions overall score 7.0
No public claim map is available for this paper yet.
No public competitor map is available for this paper yet.
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/parallax-why-ai-agents-that-think-must-never-act
Paper ref
parallax-why-ai-agents-that-think-must-never-act
arXiv id
2604.12986
Generated at
2026-04-15T16:58:38.499Z
Evidence freshness
stale
Last verification
2026-04-15T16:58:38.499Z
Sources
4
References
0
Coverage
67%
Lineage hash
3256c6c7b2f177d3b000ea77de13fdb3fd44f7b202e279aecc517728193e29e6
Canonical opportunity-kernel lineage hash.
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.
Pending verification refs / 4 sources / Verification pending
references
proof_status