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2 posts
- 02TuesdayMain Essay·
Why does asking ChatGPT to 'split this long article into 5 tweets' usually produce shallow, disconnected snippets? Because LLMs summarize without mathematically calculating the text's semantic boundaries.
Semantic Chunking Algorithms: The Art of Splitting Core Text into Micro-Content Without Loss
Preventing context loss when repurposing long-form content for social platforms requires splitting by semantic threshold algorithms rather than arbitrary character limits.
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- 06SaturdayDifferent Angle·
Trying to grow content by chasing social media algorithm 'hacks' is fighting windmills in a landscape of constantly shifting rules. You can't outsmart the algorithm—but you can train it with your own data.
Stop Hacking the Algorithm: How to Train Machine Learning as a Distribution Partner
Chasing social media algorithm exploits to grow content is like tilting at windmills. The real solution isn't tricking the algorithm, but training it like a partner with clean data.
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