THE HYPE KEVIN / DOCUMENT NOTESWatch the video ↗

Scorer correction 1

The first board failed correct table answers on six typography cases. The correction applies to cell checks only. No score went down. No model was rerun and no raw output changed.

  1. A table can print its unit banner below the column headers. The checker now accepts either order.
  2. Printed minus signs and dash characters can represent the same negative sign. Cell checks now treat them alike.
  3. Dots that lead from a row label to its values no longer change the row label.
  4. A header word split by a hyphen, such as Struc-tures, now matches Structures.
  5. A month row can sit below its year heading. Jan below 1976 matches 1976 / Jan; Jan below a different year still fails.
  6. A superscript footnote digit now matches a plain footnote digit, so Business¹ matches Business 1.

Wrong columns, wrong digits and an O in place of a zero still fail. Other check types keep their original rules. The table below compares the original board with the corrected board.

50 scoring-unit results increased out of 576 compared. The rest stayed the same.

Every changed scoring-unit result
ModelScoring unitBefore / 100After / 100Checks right: before → after
Claude Opus 5.5Table B–1. Percent changes in real gross domestic product, 1973–202366.67100.008 → 12
Claude Opus 5.5Table B–2. Contributions to percent change in real gross domestic product, 1973–202333.3383.338 → 20
Claude Opus 5.5Table B–3. Gross domestic product, 2008–20230.00100.000 → 12
Claude Opus 5.5Table B–4. Percentage shares of gross domestic product, 1973–202366.67100.008 → 12
Claude Opus 5.5Table B–7. Real gross value added by sector, 1973–202333.33100.004 → 12
GPT-6.1 SolEconomic Report of the President 1979, Treasury rates, annual history0.00100.000 → 16
GPT-6.1 SolEconomic Report of the President 1980, Treasury rates, annual history50.00100.008 → 16
GPT-6.1 SolTable B–1. Percent changes in real gross domestic product, 1973–202341.6766.675 → 8
GPT-6.1 SolTable B–2. Contributions to percent change in real gross domestic product, 1973–202329.1750.007 → 12
GPT-6.1 SolTable B–7. Real gross value added by sector, 1973–202333.33100.004 → 12
Claude Sonnet 5.5Table B–1. Percent changes in real gross domestic product, 1973–202350.00100.006 → 12
Claude Sonnet 5.5Table B–2. Contributions to percent change in real gross domestic product, 1973–20234.1716.671 → 4
Claude Sonnet 5.5Table B–3. Gross domestic product, 2008–20230.0033.330 → 4
Claude Sonnet 5.5Table B–7. Real gross value added by sector, 1973–202333.33100.004 → 12
Gemini 3.8 FlashEconomic Report of the President 1979, Treasury rates, annual history50.00100.008 → 16
Gemini 3.8 FlashEconomic Report of the President 1980, Treasury rates, annual history50.00100.008 → 16
Gemini 3.8 FlashTable B–2. Contributions to percent change in real gross domestic product, 1973–202337.5079.179 → 19
Gemini 3.8 FlashTable B–4. Percentage shares of gross domestic product, 1973–20230.00100.000 → 12
Gemini 4 ArgonEconomic Report of the President 1979, Treasury rates, annual history50.00100.008 → 16
Gemini 4 ArgonEconomic Report of the President 1980, Treasury rates, annual history50.00100.008 → 16
Gemini 4 ArgonTable B–2. Contributions to percent change in real gross domestic product, 1973–20230.0083.330 → 20
Gemini 4 ArgonTable B–3. Gross domestic product, 2008–20230.0066.670 → 8
Chandra OCR 2Table B–1. Percent changes in real gross domestic product, 1973–202341.6766.675 → 8
Chandra OCR 2Table B–2. Contributions to percent change in real gross domestic product, 1973–202312.5020.833 → 5
Chandra OCR 2Table B–3. Gross domestic product, 2008–20230.0075.000 → 9
Mistral OCRTable B–1. Percent changes in real gross domestic product, 1973–202333.3383.334 → 10
Mistral OCRTable B–2. Contributions to percent change in real gross domestic product, 1973–202329.1754.177 → 13
GPT-6 LunaTable B–1. Percent changes in real gross domestic product, 1973–202316.6733.332 → 4
GPT-6 LunaTable B–2. Contributions to percent change in real gross domestic product, 1973–202316.6733.334 → 8
GPT-6 LunaTable B–7. Real gross value added by sector, 1973–202333.3366.674 → 8
LightOnOCR 3 1BTable B–1. Percent changes in real gross domestic product, 1973–202350.00100.006 → 12
LightOnOCR 3 1BTable B–2. Contributions to percent change in real gross domestic product, 1973–20234.178.331 → 2
LightOnOCR 3 1BTable B–3. Gross domestic product, 2008–20230.0066.670 → 8
OCRia-1Economic Report of the President 1979, Treasury rates, annual history0.0050.000 → 8
OCRia-1Table B–1. Percent changes in real gross domestic product, 1973–202325.0050.003 → 6
OCRia-1Table B–2. Contributions to percent change in real gross domestic product, 1973–202333.3358.338 → 14
OCRia-1Table B–3. Gross domestic product, 2008–20230.0025.000 → 3
Nemotron 3.5 ParseBoard of Governors 2018 Statements of Operations83.33100.0010 → 12
Nemotron 3.5 ParseCondensed 7 pt parts and IBAN-shaped codes0.0025.000 → 4
Nemotron 3.5 ParseCondensed 7 pt parts and IBAN-shaped codes (photo)0.0025.000 → 4
Nemotron 3.5 ParseCondensed 7 pt parts and IBAN-shaped codes (scan)0.0025.000 → 4
Nemotron 3.5 ParseTable B–2. Contributions to percent change in real gross domestic product, 1973–202320.8333.335 → 8
dots.ocrEconomic Report of the President 1979, Treasury rates, annual history0.0050.000 → 8
dots.ocrEconomic Report of the President 1980, Treasury rates, annual history0.0050.000 → 8
dots.ocrTable B–1. Percent changes in real gross domestic product, 1973–202341.6766.675 → 8
dots.ocrTable B–2. Contributions to percent change in real gross domestic product, 1973–202320.8333.335 → 8
dots.ocrTable B–3. Gross domestic product, 2008–20230.00100.000 → 12
Granite-DoclingBoard of Governors 2018 Statements of Operations83.33100.0010 → 12
Granite-DoclingTable B–1. Percent changes in real gross domestic product, 1973–202316.6725.002 → 3
Granite-DoclingTable B–2. Contributions to percent change in real gross domestic product, 1973–202312.5029.173 → 7

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