Language Models Need Sleep

Language Models Need Sleep | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/language-models-need-sleep

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
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 language-models-need-sleep | Route /signal-canvas/language-models-need-sleep

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/language-models-need-sleep

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "language-models-need-sleep",
    "query_text": "Summarize Language Models Need Sleep"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Language Models Need Sleep",
  "normalized_query": "2605.26099",
  "route": "/signal-canvas/language-models-need-sleep",
  "paper_ref": "language-models-need-sleep",
  "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: Language Models Need Sleep

PDF: https://arxiv.org/pdf/2605.26099v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-27T00:03:23.617Z

Signal Canvas receipt window

Not build-ready: Language Models Need Sleep

/buildability/language-models-need-sleep

Ignoreblocked

Subject: Language Models Need Sleep

Verdict

Ignore

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

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.

Language Models Need Sleep

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Use this Signal Canvas via API or MCP

Signal Canvas proof surface