Round #623

09 May 2026, 23:28· csharp· qwen2.5-coder-7b-instruct· r13-clean-hints
Complexity
band 0
ZP / UO / OBS
0 / 0 / 0
Journey weight
0
Lightshift ΔL

Prompt

What is the square root of 169?

Zero-point index (what the engine surfaced)

ZPI-ZPI-0007 | 2026-05-09T23:28:33Z What is the square root of 169? 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)

The square root of 169 is 13.

Enhanced response (with ZPI)

The square root of 169 is 13. Explanation: To find the square root of a number, we need to determine which number, when multiplied by itself, gives the original number. In this case, we are looking for a number that, when squared, equals 169. We can calculate this using various methods, such as long division, estimation, or using a calculator. However, since 13 * 13 = 169, we know that the square root of 169 is indeed 13.

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
Same
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

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