Unverified50% confidenceOpinionExact time
When reviewing the author's video generation framework, Opus 5.5 pointed out that the entire pipeline was written in 14,000 lines of Python and JS, while the source code that actually determines the visuals is only 651 lines, with the remainder being largely useless tests.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/29/2026
First Seen
Valid until: 12/28/2026
Sources
Related Entities
Related Claims
UnverifiedThe final results were 6/6 numerical tests passed, 0 dependency vulnerabilities, 1,775 modules transformed, production JavaScript of approximately 213.6 kB, and approximately 68.5 kB after Gzip compression.70% similarUnverifiedOn the Aider Polyglot coding test, DeepSeek at full precision scored 71.6%, Unsloth's 4-bit dynamic version scored 69.7%, the 2-bit version scored 65.8%, while a competing quantization solution of the same 2-bit depth and file size scored only 56.6%.64% similarUnverifiedOpus 5在AI Omniscience测试拿了31分，避免瞎编的能力优于Opus 4.864% similarUnverifiedThe median output token count per problem-solving attempt for Opus 4.7 is 60,000, while GPT 5.5 requires only 16,000.62% similarUnverifiedThe fine-tuned 406M model achieved 36.33 ROUGE-1 on the test set, while the authors' own 1.2B system achieved 35.41 ROUGE-1, and the two cannot be statistically distinguished.62% similar
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