Human-AI Productivity Paradoxes: Modeling the Interplay of Skill, Effort, and AI Assistance

Human-AI Productivity Paradoxes: Modeling the Interplay of Skill, Effort, and AI Assistance | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/human-ai-productivity-paradoxes-modeling-the-interplay-of-skill-effort-and-ai-assistance

stale

Proof freshness: fresh
Proof status: unverified
Display score: 3/10
Last proof check: 2026-05-13
Score updated: 2026-05-13
Score fresh until: 2026-06-12
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 human-ai-productivity-paradoxes-modeling-the-interplay-of-skill-effort-and-ai-assistance | Route /signal-canvas/human-ai-productivity-paradoxes-modeling-the-interplay-of-skill-effort-and-ai-assistance

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/human-ai-productivity-paradoxes-modeling-the-interplay-of-skill-effort-and-ai-assistance

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "human-ai-productivity-paradoxes-modeling-the-interplay-of-skill-effort-and-ai-assistance",
    "query_text": "Summarize Human-AI Productivity Paradoxes: Modeling the Interplay of Skill, Effort, and AI Assistance"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Human-AI Productivity Paradoxes: Modeling the Interplay of Skill, Effort, and AI Assistance",
  "normalized_query": "2605.11350",
  "route": "/signal-canvas/human-ai-productivity-paradoxes-modeling-the-interplay-of-skill-effort-and-ai-assistance",
  "paper_ref": "human-ai-productivity-paradoxes-modeling-the-interplay-of-skill-effort-and-ai-assistance",
  "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: Human-AI Productivity Paradoxes: Modeling the Interplay of Skill, Effort, and AI Assistance

PDF: https://arxiv.org/pdf/2605.11350v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-13T20:19:31.376Z

Signal Canvas receipt window

Not build-ready: Human-AI Productivity Paradoxes: Modeling the Interplay of Skill, Effort, and AI Assistance

/buildability/human-ai-productivity-paradoxes-modeling-the-interplay-of-skill-effort-and-ai-assistance

Ignoreblocked

Subject: Human-AI Productivity Paradoxes: Modeling the Interplay of Skill, Effort, and AI Assistance

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Human-AI Productivity Paradoxes: Modeling the Interplay of Skill, Effort, and AI Assistance

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface