Do Agents Dream of Root Shells? Partial-Credit Evaluation of LLM Agents in Capture The Flag Challenges explores An open-source benchmark and evaluation framework for LLM agents in realistic cybersecurity Capture The Flag challenges, revealing current limitations and providing a path for improvement.. Commercial viability score: 7/10 in Agents.
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This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/do-agents-dream-of-root-shells-partial-credit-evaluation-of-llm-agents-in-capture-the-flag-challenges
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID do-agents-dream-of-root-shells-partial-credit-evaluation-of-llm-agents-in-capture-the-flag-challenges | Route /paper/do-agents-dream-of-root-shells-partial-credit-evaluation-of-llm-agents-in-capture-the-flag-challenges
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/do-agents-dream-of-root-shells-partial-credit-evaluation-of-llm-agents-in-capture-the-flag-challengesMCP example
{
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}source_context
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}Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Preparing verified analysis
Dimensions overall score 7.0
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