Back to Parsimonious Latents: Learning Task-Centric World Models from Visual Foundations

Back to Parsimonious Latents: Learning Task-Centric World Models from Visual Foundations | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/back-to-parsimonious-latents-learning-task-centric-world-models-from-visual-foundations

stale

Proof freshness: stale
Proof status: unverified
Display score: 0/10
Last proof check: 2026-05-27
Score updated: 2026-05-26
Score fresh until: 2026-06-25
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 back-to-parsimonious-latents-learning-task-centric-world-models-from-visual-foundations | Route /signal-canvas/back-to-parsimonious-latents-learning-task-centric-world-models-from-visual-foundations

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/back-to-parsimonious-latents-learning-task-centric-world-models-from-visual-foundations

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "back-to-parsimonious-latents-learning-task-centric-world-models-from-visual-foundations",
    "query_text": "Summarize Back to Parsimonious Latents: Learning Task-Centric World Models from Visual Foundations"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Back to Parsimonious Latents: Learning Task-Centric World Models from Visual Foundations",
  "normalized_query": "2605.25620",
  "route": "/signal-canvas/back-to-parsimonious-latents-learning-task-centric-world-models-from-visual-foundations",
  "paper_ref": "back-to-parsimonious-latents-learning-task-centric-world-models-from-visual-foundations",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Back to Parsimonious Latents: Learning Task-Centric World Models from Visual Foundations

PDF: https://arxiv.org/pdf/2605.25620v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-27T00:06:10.517Z

Signal Canvas receipt window

Not build-ready: Back to Parsimonious Latents: Learning Task-Centric World Models from Visual Foundations

/buildability/back-to-parsimonious-latents-learning-task-centric-world-models-from-visual-foundations

Ignoreblocked

Subject: Back to Parsimonious Latents: Learning Task-Centric World Models from Visual Foundations

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Back to Parsimonious Latents: Learning Task-Centric World Models from Visual Foundations

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface