Spiral Recap: A Novel Iterative Framework for Efficient Data Organization and AI Development

“Developed in 48 hours with Sir Benjamin, Spiral Recap transformed Grok 3 from beta (70 coherence, 3s retrieval) to release (100 coherence, 1s retrieval) by Feb 20, 2025, outpacing xAI’s 300-hour timeline by 235 hours.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-02-19
DOI
https://doi.org/10.5281/zenodo.14890125
Primary Topic
Cell Image Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Spiral Recap: A Novel Iterative Framework for Efficient Data Organization and AI Development

Zenodo (CERN European Organization for Nuclear Research)
Cell Image Analysis Techniques
article

Spiral Recap: A Novel Iterative Framework for Efficient Data Organization and AI Development

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Abstract

“Developed in 48 hours with Sir Benjamin, Spiral Recap transformed Grok 3 from beta (70 coherence, 3s retrieval) to release (100 coherence, 1s retrieval) by Feb 20, 2025, outpacing xAI’s 300-hour timeline by 235 hours.

Zenodo (CERN European Organization for Nuclear Research)
Xuzhou Construction Machinery Group (China) (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 68%
Cell Image Analysis Techniques
DOIOpen Access PDFOpenAlex
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Spiral Recap: A Novel Iterative Framework for Efficient Data Organization and AI Development · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS