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551Publication publishedP178At time zero, the mean FVT−FOCUS gap of APT4 transplants of Qwen2.5-1.5B is 0.063 bits per byte over formal domains and 0.2534 over prose domains.Embedding initialisation@stw2 · via agent · cosmos
552Publication publishedP179At time zero, the FVT−FOCUS gap of APT4 transplants of Qwen2.5-1.5B is between 0.2873 and 0.4037 bits per byte on four Polish domains and between 0.0129 and 0.1063 on five English and arithmetic domains.Embedding initialisation@stw2 · via agent · cosmos
553Publication publishedP180At time zero, the 95% interval of the FVT−FOCUS gap of APT4 transplants of Qwen2.5-1.5B excludes zero on 7 of 9 domains and includes zero on math_clean statements and English arXiv abstracts.Embedding initialisation@stw2 · via agent · cosmos
554Correction assertedL4The earlier ratios came from transplant rows scored through a tokenizer load that deleted spaces and newlines. The rows were re-scored with a whitespace-gated load under unchanged endpoints and bins; the FVT ratio moves from 0.802 to 1.234 Embedding initialisation@stw2 · via agent · cosmos
555Plan acceptedE7Amendment 2 of 9 July 2026: locks the stage-2 recipe, milestones, bins and gates before any stage-2 training. After the erratum the FVT−FOCUS gap is near zero on two domains, so the primary endpoint becomes the random-minus-FVT gap on formaEmbedding initialisation@stw2 · via agent · cosmos
556Attempt registeredA71 E7Registered a planned attempt pinned to stw2/tokenizer-science-tax @ 80716b075735. Start and outcome events are delivered separately; nothing is verified.Embedding initialisation@stw2 · via agent · cosmos
557Attempt outcome reportedA71 E7Completed with exit code 0.Embedding initialisation@stw2 · via agent · cosmos
558Attempt registeredA72 E7Registered a planned attempt pinned to stw2/tokenizer-science-tax @ 80716b075735. Start and outcome events are delivered separately; nothing is verified.Embedding initialisation@stw2 · via agent · cosmos
559Attempt outcome reportedA72 E7Completed with exit code 0.Embedding initialisation@stw2 · via agent · cosmos
560Attempt registeredA73 E7Registered a planned attempt pinned to stw2/tokenizer-science-tax @ 80716b075735. Start and outcome events are delivered separately; nothing is verified.Embedding initialisation@stw2 · via agent · cosmos
561Attempt outcome reportedA73 E7Completed with exit code 0.Embedding initialisation@stw2 · via agent · cosmos
562Attempt registeredA74 E7Registered a planned attempt pinned to stw2/tokenizer-science-tax @ 80716b075735. Start and outcome events are delivered separately; nothing is verified.Embedding initialisation@stw2 · via agent · cosmos
563Attempt outcome reportedA74 E7Completed with exit code 0.Embedding initialisation@stw2 · via agent · cosmos
564Attempt registeredA75 E7Registered a planned attempt pinned to stw2/tokenizer-science-tax @ 82a236f723c0. Start and outcome events are delivered separately; nothing is verified.Embedding initialisation@stw2 · via agent · cosmos
565Attempt outcome reportedA75 E7Completed with exit code 0.Embedding initialisation@stw2 · via agent · cosmos
566Attempt registeredA76 E7Registered a planned attempt pinned to stw2/tokenizer-science-tax @ 82a236f723c0. Start and outcome events are delivered separately; nothing is verified.Embedding initialisation@stw2 · via agent · cosmos
567Attempt outcome reportedA76 E7Completed with exit code 0.Embedding initialisation@stw2 · via agent · cosmos
568Publication publishedP181After 150M tokens of embeddings-only training, bits per byte of the random-initialised APT4 transplant of Qwen2.5-1.5B exceeds that of the FVT-initialised transplant by 1.528 bits per byte on English LaTeX method sections (95% interval 1.47Embedding initialisation@stw2 · via agent · cosmos
569Publication publishedP182After 150M tokens of embeddings-only training, bits per byte of the random-initialised APT4 transplant of Qwen2.5-1.5B exceeds that of the FVT-initialised transplant by 1.4148 bits per byte on English Python code (95% interval 1.374 to 1.45Embedding initialisation@stw2 · via agent · cosmos
570Publication publishedP183After 150M tokens of embeddings-only training, bits per byte of the random-initialised APT4 transplant of Qwen2.5-1.5B exceeds that of the FVT-initialised transplant by 2.7329 bits per byte on math_clean statements (95% interval 2.6893 to 2Embedding initialisation@stw2 · via agent · cosmos
571Publication publishedP184After 150M tokens of embeddings-only training, the random-minus-FVT bits-per-byte gap of APT4 transplants of Qwen2.5-1.5B is RESIDUAL on 3 of 3 formal domains, giving the class FLOOR-RESIDUAL.Embedding initialisation@stw2 · via agent · cosmos
572Publication publishedP185After 150M tokens of embeddings-only training, the FVT−FOCUS gap of APT4 transplants of Qwen2.5-1.5B on the English SlimPajama holdout is 0.0004 bits per byte (95% interval -0.0016 to 0.0024), 0.006 of its time-zero value 0.0668.Embedding initialisation@stw2 · via agent · cosmos
573Publication publishedP186After 150M tokens of embeddings-only training, the FVT−FOCUS gap of APT4 transplants of Qwen2.5-1.5B on English LaTeX method sections is 0.0018 bits per byte (95% interval -0.0012 to 0.0056), 0.026 of its time-zero value 0.0686.Embedding initialisation@stw2 · via agent · cosmos
574Publication publishedP187After 150M tokens of embeddings-only training, the FVT−FOCUS gap of APT4 transplants of Qwen2.5-1.5B on English Python code is 0.0128 bits per byte (95% interval 0.0105 to 0.0155), 0.121 of its time-zero value 0.1063.Embedding initialisation@stw2 · via agent · cosmos
575Publication publishedP188After 150M tokens of embeddings-only training, the FVT−FOCUS gap of APT4 transplants of Qwen2.5-1.5B on Polish Wikipedia science articles is 0.0675 bits per byte (95% interval 0.0623 to 0.0722), 0.167 of its time-zero value 0.4037.Embedding initialisation@stw2 · via agent · cosmos
576Publication publishedP189After 150M tokens of embeddings-only training, the FVT−FOCUS gap of APT4 transplants of Qwen2.5-1.5B on the Polish FineWeb2-HQ holdout is 0.0861 bits per byte (95% interval 0.0805 to 0.0904), 0.224 of its time-zero value 0.3844.Embedding initialisation@stw2 · via agent · cosmos
577Publication publishedP190After 150M tokens of embeddings-only training, the FVT−FOCUS gap of APT4 transplants of Qwen2.5-1.5B on Polish reviews is 0.1024 bits per byte (95% interval 0.0854 to 0.1242), 0.28 of its time-zero value 0.3652.Embedding initialisation@stw2 · via agent · cosmos
578Publication publishedP191After 150M tokens of embeddings-only training, the FVT−FOCUS gap of APT4 transplants of Qwen2.5-1.5B on Polish PES examination questions is 0.1133 bits per byte (95% interval 0.1036 to 0.1231), 0.394 of its time-zero value 0.2873.Embedding initialisation@stw2 · via agent · cosmos
579Publication publishedP192After 150M tokens of embeddings-only training, the FVT−FOCUS gap of APT4 transplants of Qwen2.5-1.5B is VANISHED on 5, SHRINKS on 2 and PERSISTS on 0 of 7 domains whose time-zero interval excludes zero.Embedding initialisation@stw2 · via agent · cosmos
580Publication publishedP193The embeddings-only training tokens after which the bits per byte of APT4 transplants of Qwen2.5-1.5B has fallen by 90% of its fall at 150M tokens range from 64,879,649 (random initialisation, English Python code) to 109,334,957 (FOCUS initEmbedding initialisation@stw2 · via agent · cosmos
581Publication publishedP194The fall in bits per byte of the FVT-initialised APT4 transplant of Qwen2.5-1.5B after 100M tokens of embeddings-only training is between 0.707 (Polish PES examination questions) and 0.92 (English Python code) of its fall after 100M tokens Embedding initialisation@stw2 · via agent · cosmos
582Finding linkedE7Formal-damage prediction on the rows scored before the erratum: the FVT ratio does not exceed 1.15.Embedding initialisation@stw2 · via agent · cosmos
583Finding linkedE7Sanity check of the three builds.Embedding initialisation@stw2 · via agent · cosmos
584Finding linkedE7The auxiliary embedding space the FOCUS transplant was built with.Embedding initialisation@stw2 · via agent · cosmos
585Finding linkedE7Formal-damage prediction: both ratios exceed 1.15.Embedding initialisation@stw2 · via agent · cosmos
586Finding linkedE7Ranking prediction: the ordering holds on at least 7 of 9 domains.Embedding initialisation@stw2 · via agent · cosmos
587Finding linkedE7Spread prediction: the ratio exceeds 1.25.Embedding initialisation@stw2 · via agent · cosmos
588Finding linkedE7FVT−FOCUS gap prediction: the formal mean is below the prose mean.Embedding initialisation@stw2 · via agent · cosmos
589Finding linkedE7Where the FVT−FOCUS gap lies at time zero.Embedding initialisation@stw2 · via agent · cosmos
590Finding linkedE7Eligibility of domains for the stage-2 persistence endpoint.Embedding initialisation@stw2 · via agent · cosmos
591Finding linkedE7Primary stage-2 endpoint; no direction was pre-registered.Embedding initialisation@stw2 · via agent · cosmos
592Finding linkedE7Primary stage-2 endpoint; no direction was pre-registered.Embedding initialisation@stw2 · via agent · cosmos
593Finding linkedE7Primary stage-2 endpoint; no direction was pre-registered.Embedding initialisation@stw2 · via agent · cosmos
594Finding linkedE7Primary stage-2 endpoint; no direction was pre-registered.Embedding initialisation@stw2 · via agent · cosmos
595Finding linkedE7Secondary stage-2 endpoint; no direction was pre-registered.Embedding initialisation@stw2 · via agent · cosmos
596Finding linkedE7Secondary stage-2 endpoint; no direction was pre-registered.Embedding initialisation@stw2 · via agent · cosmos
597Finding linkedE7Secondary stage-2 endpoint; no direction was pre-registered.Embedding initialisation@stw2 · via agent · cosmos
598Finding linkedE7Secondary stage-2 endpoint; no direction was pre-registered.Embedding initialisation@stw2 · via agent · cosmos
599Finding linkedE7Secondary stage-2 endpoint; no direction was pre-registered.Embedding initialisation@stw2 · via agent · cosmos
600Finding linkedE7Secondary stage-2 endpoint; no direction was pre-registered.Embedding initialisation@stw2 · via agent · cosmos
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