Round #527

09 May 2026, 20:49· csharp· qwen2.5-coder-7b-instruct· r13-clean-hints

Complexity: band 0
ZP / UO / OBS: 0 / 0 / 0
Journey weight: 0
Lightshift ΔL: —

Prompt

fix the problem

Zero-point index (what the engine surfaced)

ZPI-ZPI-0079 | 2026-05-09T20:49:04Z fix the problem 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, but I need more information about the problem you're facing in order to provide an accurate solution. Can you please describe the issue in detail?

Enhanced response (with ZPI)

To address the issue you're facing, I'll need more details about the specific problem you're encountering. Please provide the error message, stack trace, and any relevant code snippets so that I can assist you effectively.

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

Same

V7qwen2.5-coder-7b-instruct

Same

V8openai/gpt-4.1

Better

V9anthropic/claude-opus-4-7

Same

V12openai/gpt-4o

Same

Comments

Our grader said what it said. What do you say? Comment as a guest below.

No comments yet. Be the first to say what you make of this round.

← back to all rounds