Round #762

10 May 2026, 17:32· csharp· Meta-Llama-3.3-70B-Instruct· r14-length-bound
Complexity
band 0
ZP / UO / OBS
0 / 0 / 0
Journey weight
0
Lightshift ΔL

Prompt

Convert 0.625 to a fraction in lowest terms.

Zero-point index (what the engine surfaced)

ZPI-ZPI-0008 | 2026-05-10T17:32:41Z Convert 0.625 to a fraction in lowest terms. 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)

## Step 1: We need to convert the decimal 0.625 to a fraction. To start, we'll express 0.625 as 625/1000, since there are three decimal places. ## Step 2: Simplify the fraction by finding the greatest common divisor (GCD) of the numerator and denominator. The GCD of 625 and 1000 is 125, because 125 is the largest number that divides both 625 and 1000 without leaving a remainder. ## Step 3: Divide both the numerator and denominator by the GCD to simplify the fraction. Dividing 625 by 125 gives 5, and dividing 1000 by 125 gives 8. So, the simplified fraction is 5/8. The final answer is: $\boxed{\frac{5}{8}}$

Enhanced response (with ZPI)

5/8

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
V5cerebras/qwen-3-235b-a22b-instruct-2507
Worse
V7qwen2.5-coder-7b-instruct
Same
V8openai/gpt-4.1
Worse
V9anthropic/claude-opus-4-7
Same
V12openai/gpt-4o
Worse

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