Keep What Audio Cannot Say: Context-Preserving Token Pruning for Omni-LLMs

Keep What Audio Cannot Say: Context-Preserving Token Pruning for Omni-LLMs | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/keep-what-audio-cannot-say-context-preserving-token-pruning-for-omni-llms

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
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 keep-what-audio-cannot-say-context-preserving-token-pruning-for-omni-llms | Route /signal-canvas/keep-what-audio-cannot-say-context-preserving-token-pruning-for-omni-llms

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/keep-what-audio-cannot-say-context-preserving-token-pruning-for-omni-llms

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "keep-what-audio-cannot-say-context-preserving-token-pruning-for-omni-llms",
    "query_text": "Summarize Keep What Audio Cannot Say: Context-Preserving Token Pruning for Omni-LLMs"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Keep What Audio Cannot Say: Context-Preserving Token Pruning for Omni-LLMs",
  "normalized_query": "2605.11605",
  "route": "/signal-canvas/keep-what-audio-cannot-say-context-preserving-token-pruning-for-omni-llms",
  "paper_ref": "keep-what-audio-cannot-say-context-preserving-token-pruning-for-omni-llms",
  "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: Keep What Audio Cannot Say: Context-Preserving Token Pruning for Omni-LLMs

PDF: https://arxiv.org/pdf/2605.11605v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-13T20:56:08.225Z

Signal Canvas receipt window

Watch and verify: Keep What Audio Cannot Say: Context-Preserving Token Pruning for Omni-LLMs

/buildability/keep-what-audio-cannot-say-context-preserving-token-pruning-for-omni-llms

Watchwatch

Subject: Keep What Audio Cannot Say: Context-Preserving Token Pruning for Omni-LLMs

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Keep What Audio Cannot Say: Context-Preserving Token Pruning for Omni-LLMs

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface