Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon LLM Agents

Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon LLM Agents | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/aligning-progress-and-feasibility-a-neuro-symbolic-dual-memory-framework-for-long-horizon-llm-agents

stale

Proof freshness: unknown
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-06
Score updated: 2026-04-06
Score fresh until: 2026-05-06
References: 0
Source count: 0
Coverage: 0%

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 aligning-progress-and-feasibility-a-neuro-symbolic-dual-memory-framework-for-long-horizon-llm-agents | Route /signal-canvas/aligning-progress-and-feasibility-a-neuro-symbolic-dual-memory-framework-for-long-horizon-llm-agents

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/aligning-progress-and-feasibility-a-neuro-symbolic-dual-memory-framework-for-long-horizon-llm-agents

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon LLM Agents

PDF: https://arxiv.org/pdf/2604.02734v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-04-06T20:15:10.035Z

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Watch and verify: Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon LLM Agents

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Subject: Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon LLM Agents

Verdict

Watch

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

Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon LLM Agents

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