FutureSim: Replaying World Events to Evaluate Adaptive Agents

FutureSim: Replaying World Events to Evaluate Adaptive Agents | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/futuresim-replaying-world-events-to-evaluate-adaptive-agents

stale

Proof freshness: fresh
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-15
Score updated: 2026-05-15
Score fresh until: 2026-06-14
References: 0
Source count: 0
Coverage: 0%

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 futuresim-replaying-world-events-to-evaluate-adaptive-agents | Route /signal-canvas/futuresim-replaying-world-events-to-evaluate-adaptive-agents

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/futuresim-replaying-world-events-to-evaluate-adaptive-agents

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "futuresim-replaying-world-events-to-evaluate-adaptive-agents",
    "query_text": "Summarize FutureSim: Replaying World Events to Evaluate Adaptive Agents"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "FutureSim: Replaying World Events to Evaluate Adaptive Agents",
  "normalized_query": "2605.15188",
  "route": "/signal-canvas/futuresim-replaying-world-events-to-evaluate-adaptive-agents",
  "paper_ref": "futuresim-replaying-world-events-to-evaluate-adaptive-agents",
  "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: FutureSim: Replaying World Events to Evaluate Adaptive Agents

PDF: https://arxiv.org/pdf/2605.15188v1

Repository: https://github.com/OpenForecaster/futuresim

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-15T20:11:00.973Z

Signal Canvas receipt window

Ready for execution: FutureSim: Replaying World Events to Evaluate Adaptive Agents

/buildability/futuresim-replaying-world-events-to-evaluate-adaptive-agents

Build Nowready

Subject: FutureSim: Replaying World Events to Evaluate Adaptive Agents

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

FutureSim: Replaying World Events to Evaluate Adaptive Agents

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