Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons

Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/scaling-laws-and-tradeoffs-in-recurrent-networks-of-expressive-neurons

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
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 scaling-laws-and-tradeoffs-in-recurrent-networks-of-expressive-neurons | Route /signal-canvas/scaling-laws-and-tradeoffs-in-recurrent-networks-of-expressive-neurons

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/scaling-laws-and-tradeoffs-in-recurrent-networks-of-expressive-neurons

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "scaling-laws-and-tradeoffs-in-recurrent-networks-of-expressive-neurons",
    "query_text": "Summarize Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons",
  "normalized_query": "2605.12049",
  "route": "/signal-canvas/scaling-laws-and-tradeoffs-in-recurrent-networks-of-expressive-neurons",
  "paper_ref": "scaling-laws-and-tradeoffs-in-recurrent-networks-of-expressive-neurons",
  "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: Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons

PDF: https://arxiv.org/pdf/2605.12049v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-13T21:04:53.805Z

Signal Canvas receipt window

Not build-ready: Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons

/buildability/scaling-laws-and-tradeoffs-in-recurrent-networks-of-expressive-neurons

Ignoreblocked

Subject: Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons

Verdict

Ignore

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

Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons

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