DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery

DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/drugsage-self-evolving-agent-experience-for-efficient-state-of-the-art-drug-discovery

stale

Proof freshness: stale
Proof status: unverified
Display score: 6/10
Last proof check: 2026-05-18
Score updated: 2026-05-18
Score fresh until: 2026-06-17
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 drugsage-self-evolving-agent-experience-for-efficient-state-of-the-art-drug-discovery | Route /signal-canvas/drugsage-self-evolving-agent-experience-for-efficient-state-of-the-art-drug-discovery

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/drugsage-self-evolving-agent-experience-for-efficient-state-of-the-art-drug-discovery

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "drugsage-self-evolving-agent-experience-for-efficient-state-of-the-art-drug-discovery",
    "query_text": "Summarize DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery",
  "normalized_query": "2605.15461",
  "route": "/signal-canvas/drugsage-self-evolving-agent-experience-for-efficient-state-of-the-art-drug-discovery",
  "paper_ref": "drugsage-self-evolving-agent-experience-for-efficient-state-of-the-art-drug-discovery",
  "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: DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery

PDF: https://arxiv.org/pdf/2605.15461v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-18T20:30:46.686Z

Signal Canvas receipt window

Watch and verify: DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery

/buildability/drugsage-self-evolving-agent-experience-for-efficient-state-of-the-art-drug-discovery

Watchwatch

Subject: DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery

Verdict

Watch

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

DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface