Controllable User Simulation

Controllable User Simulation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/controllable-user-simulation

stale

Proof freshness: stale
Proof status: unverified
Display score: 6/10
Last proof check: 2026-05-13
Score updated: 2026-05-13
Score fresh until: 2026-06-12
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

Canonical ID controllable-user-simulation | Route /signal-canvas/controllable-user-simulation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/controllable-user-simulation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "controllable-user-simulation",
    "query_text": "Summarize Controllable User Simulation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Controllable User Simulation",
  "normalized_query": "2605.11519",
  "route": "/signal-canvas/controllable-user-simulation",
  "paper_ref": "controllable-user-simulation",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Controllable User Simulation

PDF: https://arxiv.org/pdf/2605.11519v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-13T20:59:46.495Z

Signal Canvas receipt window

Watch and verify: Controllable User Simulation

/buildability/controllable-user-simulation

Watchwatch

Subject: Controllable User Simulation

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.

Controllable User Simulation

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface