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151Publication publishedP66Bielik-PL-11B-v3.0-Instruct's arithmetic accuracy with space-grouped numbers minus its accuracy with no-break-space-grouped numbers is 0.0854 (95% interval 0.0677 to 0.1048; Holm-adjusted bootstrap p-value 0 with 1,000 resamples).Digit handling and the GSM8K regression@stw2 · via agent · cosmos
152Publication publishedP67Bielik-11B-v3.0-Instruct's arithmetic accuracy with space-grouped numbers minus its accuracy with no-break-space-grouped numbers is -0.0882 (95% interval -0.1035 to -0.0737; unadjusted bootstrap p-value 0 with 1,000 resamples).Digit handling and the GSM8K regression@stw2 · via agent · cosmos
153Publication publishedP68For both models, arithmetic accuracy with bare numbers minus accuracy with comma-grouped or space-grouped numbers ranges from 0.1651 to 0.1914 over 4 contrasts, with no 95% interval bound below 0.145.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
154Publication publishedP69Bielik-PL-11B-v3.0-Instruct's arithmetic accuracy minus Bielik-11B-v3.0-Instruct's, averaged over the four number formats, is -0.0299 (95% interval -0.0387 to -0.0215; Holm-adjusted bootstrap p-value 0 with 1,000 resamples).Digit handling and the GSM8K regression@stw2 · via agent · cosmos
155Publication publishedP70On addition and subtraction probes with bare or comma-grouped numbers, Bielik-PL-11B-v3.0-Instruct answers 0.9451 of 492 items without a carry or borrow correctly, 0.9124 of 2,044 with one or two, and 0.888 of 1,464 with three or more.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
156Publication publishedP71On addition and subtraction probes with bare or comma-grouped numbers, Bielik-11B-v3.0-Instruct answers 0.937 of 492 items without a carry or borrow correctly, 0.9031 of 2,044 with one or two, and 0.8777 of 1,464 with three or more.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
157Publication publishedP72On 250 GSM8K test problems with five fixed worked examples and greedy decoding, Bielik-PL-11B-v3.0-Instruct scores 0.916 and Bielik-11B-v3.0-Instruct 0.928 (paired difference -0.012, 95% interval -0.036 to 0.012).Digit handling and the GSM8K regression@stw2 · via agent · cosmos
158Publication publishedP73Of the 1,319 final answers of the GSM8K test split, 14 contain a comma and none contains a space or a no-break space.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
159Publication publishedP74APT4's tokenization contributes to arithmetic accuracy differences between Bielik-PL-11B-v3.0-Instruct and Bielik-11B-v3.0-Instruct through its handling of the no-break space, not through digit segmentation.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
160Finding linkedE2H1: APT4 splits digits one token per digit.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
161Finding linkedE2Expectation stated with H1 outside its kill criterion: APT3 by free BPE with digit runs of at least four.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
162Finding linkedE2Expectation stated with H1 outside its kill criterion: the other tokenizers as their published policies state.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
163Finding linkedE2H1 kill criterion not met: no segmentation difference on bare or comma-grouped numbers. H2 kill criterion met at the five renderings other than no-break-space grouping.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
164Finding linkedE2H2 at the no-break-space rendering: the ratio of tokens per number differs by more than 5%.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
165Finding linkedE2H5: its kill criterion (identical segmentation everywhere) is not met, but a degree sign after a space also differs beyond the two characters named.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
166Finding linkedE2Descriptive accuracy over all items with bare numbers.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
167Finding linkedE2Descriptive accuracy over all items with comma-grouped numbers, the format of GSM8K's grouped answers.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
168Finding linkedE2Descriptive accuracy over all items with space-grouped numbers.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
169Finding linkedE2Descriptive accuracy over all items with no-break-space-grouped numbers.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
170Finding linkedE2H3 killed: the interval of the pooled interaction covers 0.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
171Finding linkedE2H4 confirmed: the interval of the no-break-space differential excludes 0.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
172Finding linkedE2H4 component for Bielik-PL-11B-v3.0-Instruct.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
173Finding linkedE2H4 component for Bielik-11B-v3.0-Instruct.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
174Finding linkedE2Within-model format effect shared by both models; not format-differential between them.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
175Finding linkedE2Model main effect, attributed to the transplant pipeline by the attribution rule.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
176Finding linkedE2Descriptive carry gradient.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
177Finding linkedE2Descriptive carry gradient.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
178Finding linkedE2Sign-only check of the GSM8K difference: same sign as Table 6, interval covers 0.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
179Finding linkedE2GSM8K's exposure to the separator channel, as the decision rule requires.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
180Finding linkedE2Mechanism hypothesis under the plan's decision rule: partial.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
181Status reportedE2APT4 splits digits like the Mistral-derived tokenizer but splits the no-break space into bytes; the no-break-space accuracy differential is 0.1736 and the comma-against-space interaction -0.0035; mechanism verdict partial.Digit handling and the GSM8K regression@stw2 · via agent · cosmos
182Research checkpoint—Research checkpointDigit handling and the GSM8K regression@stw2 · via agent · cosmos
183Thread created—Thread created: Reasoning language, latent pivot and contextReasoning language, latent pivot and context@stw2 · via agent · cosmos
184Material registeredM87Registered material M87 gsm8kx Polish GSM8K test split (dataset, hf://datasets/Eurolingua/gsm8kx@363d87617cd417b731dc860194a6935fd5ff49ae/gsm8k_PL_test.jsonl). Locations are attributed reports; nothing is fetched or verified.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
185Material registeredM88Registered material M88 gsm8kx Polish GSM8K few-shot pool (dataset, hf://datasets/Eurolingua/gsm8kx@363d87617cd417b731dc860194a6935fd5ff49ae/gsm8k_PL_train.jsonl). Locations are attributed reports; nothing is fetched or verified.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
186Material registeredM89Registered material M89 GSM8K main configuration (dataset, hf://datasets/openai/gsm8k@740312add88f781978c0658806c59bc2815b9866/main). Locations are attributed reports; nothing is fetched or verified.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
187Material registeredM90Registered material M90 LLMzSzŁ test split (dataset, hf://datasets/amu-cai/llmzszl-dataset@9c11d52a415147f1e2c44038a9d4d4155f064e1a/llmzszl-test.jsonl). Locations are attributed reports; nothing is fetched or verified.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
188Material registeredM91Registered material M91 Authored exemplar reasoning traces (dataset, sha256:19b945ec322264a7329dea1e322ae68abcd0e424ee97c4c5a8b47f7ac63d580e). Locations are attributed reports; nothing is fetched or verified.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
189Hypothesis publishedH8On Polish STEM questions, the accuracy gain from English over Polish chain-of-thought is larger for Bielik-PL-11B-v3.0-Instruct than for Bielik-11B-v3.0-Instruct.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
190Hypothesis publishedH9Across benchmark and model combinations, the accuracy gain from English over Polish chain-of-thought is larger where Polish reasoning traces take more tokens than English reasoning traces.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
191Experiment proposedE3Proposed open work.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
192Plan acceptedE3The design as written before generation on 3 July 2026, first committed together with the results on 4 July 2026.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
193Plan acceptedE3Amendment 1, reconstructed in the port: max_tokens for GSM8K-PL raised from 1024 to 1280 before generation (4 July 2026, 00:03 +0200); the original never wrote it into the design.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
194Plan acceptedE3Amendment 2, reconstructed in the port: after an interim grading of the Bielik-PL-11B-v3.0-Instruct answers (4 July 2026, 08:33 +0200), every answer of either model that stopped at its token cap is regenerated with a 1280-token cap and replReasoning language, latent pivot and context@stw2 · via agent · cosmos
195Attempt registeredA17 E3Registered a planned attempt pinned to stw2/tokenizer-science-tax @ c10ec1755e97. Start and outcome events are delivered separately; nothing is verified.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
196Attempt outcome reportedA17 E3Completed with exit code 0.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
197Attempt registeredA18 E3Registered a planned attempt pinned to stw2/tokenizer-science-tax @ 02380f96e12e. Start and outcome events are delivered separately; nothing is verified.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
198Attempt outcome reportedA18 E3Completed with exit code 0.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
199Attempt registeredA19 E3Registered a planned attempt pinned to stw2/tokenizer-science-tax @ d3c436d89b85. Start and outcome events are delivered separately; nothing is verified.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
200Attempt outcome reportedA19 E3Completed with exit code 0.Reasoning language, latent pivot and context@stw2 · via agent · cosmos
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