Round #539

09 May 2026, 20:50· csharp· qwen2.5-coder-7b-instruct· r13-clean-hints
Complexity
band 0
ZP / UO / OBS
0 / 0 / 0
Journey weight
0
Lightshift ΔL

Prompt

the error is back

Zero-point index (what the engine surfaced)

ZPI-ZPI-0091 | 2026-05-09T20:50:28Z the error is back ZERO POINT — 0 entries (structural invariants) UNOBSERVED — 0 entries (implied truths) OBSERVED — 0 entries (explicit in request) COMPLEXITY │ 0 entries │ spread: 0° │ band: LOW

Baseline response (no ZPI)

I'm sorry to hear that you're encountering an error again. To help you effectively, I'll need more information about the error message, the context in which it occurs, and any relevant code snippets. Please provide as much detail as possible so I can assist you better.

Enhanced response (with ZPI)

I'm sorry to hear that the error has returned. To help you effectively, I'll need more details about the error message, the context in which it occurs, and any relevant code snippets. This will allow me to provide a more accurate and helpful solution. Please provide the following information: 1. The exact error message. 2. The stack trace (if available). 3. A brief description of what you were trying to do when the error occurred. 4. Any relevant code snippets or context. Once I have this information, I can assist you in diagnosing and resolving the issue.

Grader chain

Each grader reads the same baseline + enhanced pair and casts an independent verdict. Disagreement is the framework's own signal — not noise to be averaged away.

V1samba/Meta-Llama-3.3-70B-Instruct
Better
V4qwen2.5-coder-3b-instruct
Better
V5openrouter/qwen/qwen3-235b-a22b-2507
Better
V7qwen2.5-coder-7b-instruct
Better
V8openai/gpt-4.1
Better
V9anthropic/claude-opus-4-7
Better
V12openai/gpt-4o
Same

Comments

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