ReLope: KL-Regularized LoRA Probes for Multimodal LLM Routing

ReLope: KL-Regularized LoRA Probes for Multimodal LLM Routing | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/relope-kl-regularized-lora-probes-for-multimodal-llm-routing

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-03-27
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
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 relope-kl-regularized-lora-probes-for-multimodal-llm-routing | Route /signal-canvas/relope-kl-regularized-lora-probes-for-multimodal-llm-routing

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/relope-kl-regularized-lora-probes-for-multimodal-llm-routing

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "relope-kl-regularized-lora-probes-for-multimodal-llm-routing",
    "query_text": "Summarize ReLope: KL-Regularized LoRA Probes for Multimodal LLM Routing"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "ReLope: KL-Regularized LoRA Probes for Multimodal LLM Routing",
  "normalized_query": "2603.24787",
  "route": "/signal-canvas/relope-kl-regularized-lora-probes-for-multimodal-llm-routing",
  "paper_ref": "relope-kl-regularized-lora-probes-for-multimodal-llm-routing",
  "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: ReLope: KL-Regularized LoRA Probes for Multimodal LLM Routing

PDF: https://arxiv.org/pdf/2603.24787v1

Repository: https://github.com/Spinozaaa/ReLope

Source count: Pending verification

Coverage: 50%

Last proof check: 2026-03-27T20:30:31.279Z

Signal Canvas receipt window

Ready for execution: ReLope: KL-Regularized LoRA Probes for Multimodal LLM Routing

/buildability/relope-kl-regularized-lora-probes-for-multimodal-llm-routing

Build Nowready

Subject: ReLope: KL-Regularized LoRA Probes for Multimodal LLM Routing

Verdict

Build Now

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

ReLope: KL-Regularized LoRA Probes for Multimodal LLM Routing

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface