ĀRU INTELLIGENCE / INWARD MATHEMATICS™

Exact research report / certificate v1

How close is a real reversal?

One reading moves, the others stay fixed. An exact factor-root partition covers every real setting from 0 to 100 for this odd-sized sample.

01 / Model assumptions

Stipulated inputs

5 readings. Chosen target 50. Starting winner: Median. Only one reading may change at a time; the allowed domain is the continuous real interval [0,100].

r1 = 48r2 = 49r3 = 50r4 = 51r5 = 85

A threshold is a tie, not a strict winning move. The exact infimum can be approached from the opposing interval; the recorded witness is an explicit strict reversal.

02 / Exhaustive routes

Every movable reading

Colors summarize open intervals. Markers show the original reading (white line) and any nearest tie boundary (gold circle). Position is approximate; exact fractions below and in the certificate carry the result.

Mean winsMedian winsTie interval or boundary
Reading 01 / start 48

Move reading 1

No reversal in 0–100This reading alone cannot reverse the strict winner.
0100
Inspect exact winning intervals
  1. (0, 15) — Median throughout
  2. (15, 50) — Median throughout
  3. (50, 51) — Median throughout
  4. (51, 100) — Median throughout

Intervals are open. Winner at each boundary is recorded in the downloadable certificate.

Reading 02 / start 49

Move reading 2

No reversal in 0–100This reading alone cannot reverse the strict winner.
0100
Inspect exact winning intervals
  1. (0, 16) — Median throughout
  2. (16, 50) — Median throughout
  3. (50, 51) — Median throughout
  4. (51, 100) — Median throughout

Intervals are open. Winner at each boundary is recorded in the downloadable certificate.

Reading 03 / start 50

Move reading 3

Nearest route
28 units to tieBoundary 22 · strict opposing witness 17
0100
Inspect exact winning intervals
  1. (0, 12) — Median throughout
  2. (12, 22) — Mean throughout
  3. (22, 49) — Median throughout
  4. (49, 51) — Median throughout
  5. (51, 100) — Median throughout

Intervals are open. Winner at each boundary is recorded in the downloadable certificate.

Reading 04 / start 51

Move reading 4

28 units to tieBoundary 23 · strict opposing witness 18
0100
Inspect exact winning intervals
  1. (0, 13) — Median throughout
  2. (13, 23) — Mean throughout
  3. (23, 49) — Median throughout
  4. (49, 50) — Median throughout
  5. (50, 100) — Median throughout

Intervals are open. Winner at each boundary is recorded in the downloadable certificate.

Reading 05 / start 85

Move reading 5

71/2 units to tieBoundary 99/2 · strict opposing witness 197/4
0100
Inspect exact winning intervals
  1. (0, 47) — Median throughout
  2. (47, 49) — Mean throughout
  3. (49, 99/2) — Mean throughout
  4. (99/2, 50) — Median throughout
  5. (50, 52) — Median throughout
  6. (52, 100) — Median throughout

Intervals are open. Winner at each boundary is recorded in the downloadable certificate.

03 / Reproduce

Take the evidence with you

The embedded download contains the exact bytes checked by the independent Python verifier. Its fingerprint identifies matching bytes; it does not authenticate their source or establish that the inputs reflect real measurements.

Certificate SHA-256: bf4423f4cc6b1e87c70917f7d2bc8de5e23fb34a8b7d618a391dae6dee35ed4bDownload checked JSON certificate

Run python3 tools/verify_odd_sample_flip.py odd-sample-flip-certificate.json using the repository checker. Verified status: strict-baseline.