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The Model Bench · AI coverage organised as a matrix of capability × stage. Not sorted by tool, but by where you are right now.
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Every entry across seven axes and four stages. Narrow it further from the sidebar.

Content / 9 pieces
A Practical Opus 5.2 Research Workflow for Consultants Workbench
Workbench Oct 14, 2026

A Practical Opus 5.2 Research Workflow for Consultants

This Workbench article provides a practical, end-to-end research workflow for consultants using ...

Five Repeated Tests That Reveal Whether an AI Workflow Is Stable Field Tests
Field Tests Oct 13, 2026

Five Repeated Tests That Reveal Whether an AI Workflow Is Stable

This Field Tests article presents five repeated-test methods that expose instability in Opus 5.2...

What Opus 5.2 Missed in a Document Review With Conflicting Evidence Failure Reports
Failure Reports Oct 13, 2026

What Opus 5.2 Missed in a Document Review With Conflicting Evidence

This Failure Reports article examines a controlled document-review task containing deliberate co...

How to Build a Small Evaluation Set for Your Own Opus 5.2 Use Case Under the Hood
Under the Hood Oct 12, 2026

How to Build a Small Evaluation Set for Your Own Opus 5.2 Use Case

This Under the Hood article explains how to construct a small, reusable evaluation set tailored ...

Opus 5.2 for Customer Support: Drafting Answers Without Losing Escalation Judgment Workbench
Workbench Oct 12, 2026

Opus 5.2 for Customer Support: Drafting Answers Without Losing Escalation Judgment

This Workbench article presents a controlled workflow for drafting customer-support replies with...

The Difference Between Delegation and Abdication The Human Check
The Human Check Oct 11, 2026

The Difference Between Delegation and Abdication

This Human Check essay distinguishes responsible delegation of work to Opus 5.2 from abdication ...

My 30-Day Verdict: Where Opus 5.2 Earned a Permanent Place in the Workflow Field Tests
Field Tests Oct 11, 2026

My 30-Day Verdict: Where Opus 5.2 Earned a Permanent Place in the Workflow

This Field Tests article delivers a 30-day verdict on Opus 5.2. It identifies the workflow categ...

My Opus 5.2 Testing Protocol: Tasks, Scores, Costs, and Human Review Field Tests
Field Tests Oct 10, 2026

My Opus 5.2 Testing Protocol: Tasks, Scores, Costs, and Human Review

This Field Tests article lays out a reusable protocol for evaluating Opus 5.2 on realistic profe...

Why This Blog Exists: Useful Is a Higher Bar Than Impressive The Human Check
The Human Check Oct 10, 2026

Why This Blog Exists: Useful Is a Higher Bar Than Impressive

This opening essay explains the purpose of The Model Bench: rigorous, reproducible testing of Op...