The Last Human Gate: Forward Deployed Engineering for Governance Automation

arXiv:2609.29345 · cs.AI, cs.SE · Submitted 2026-09-24 · Read on arXiv

cs.AI, cs.SE

Submitted: 2026-09-24

Updated: 2026-09-24

Terminology

• Benchmark — 18× in this paper · explained in 2 episodes
• Trace — 12× in this paper · explained in 2 episodes
• Verification — 9× in this paper · explained in 2 episodes
• Abstention — 6× in this paper · explained in 1 episode
• Accuracy — 4× in this paper · explained in 1 episode
• AI Agents — 3× in this paper · explained in 2 episodes
• Ablation — 2× in this paper · explained in 1 episode
• Adaptation — 2× in this paper · explained in 1 episode
• Consistency — 2× in this paper · explained in 3 episodes
• Verifier — 2× in this paper · explained in 2 episodes
• Accountability — 1× in this paper · explained in 2 episodes
• Agentic System — 1× in this paper · explained in 2 episodes
• Aggregation — 1× in this paper · explained in 1 episode
• Alignment — 1× in this paper · explained in 1 episode
• Clustering — 1× in this paper · explained in 2 episodes
• Digital Governance Frameworks — 1× in this paper
• Failure Modes — 1× in this paper · explained in 3 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Pairwise Comparisons — 1× in this paper · explained in 2 episodes
• Provenance — 1× in this paper · explained in 4 episodes
• Redundancy — 1× in this paper · explained in 2 episodes

Sources

• Chaining Tasks, Redefining Work: A Theory of AI Automation
• Enabling Large Language Models to Generate Text with Citations
• ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
• AI Agents That Matter
• $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

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