Round #633

10 May 2026, 08:26· 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 | 2026-05-10T08:26:02Z 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. Let's denote this unknown number as \( x \). We can set up the equation: \[ x^2 = 169 \] To solve for \( x \), we take the square root of both sides of the equation: \[ x = \sqrt{169} \] Using a calculator or our knowledge of squares, we find that: \[ 13 \times 13 = 169 \] Therefore, the square root of 169 is 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
V5cerebras/qwen-3-235b-a22b-instruct-2507
Same
V7qwen2.5-coder-7b-instruct
Same
V8openai/gpt-4.1
Better
V9anthropic/claude-opus-4-7
Same
V12openai/gpt-4o
Better

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