AI + 3:18 marathon
AI content remain strictly extractive & citation-grounded
SignalZ frames extraction as raw material that must be metabolized into a personal position to escape passive consumption, while Stephen treats any abstractive synthesis as untrustworthyโ'worse than slop'โand demands citation-grounded passages, exposing a tension between voice-formation and verifiability in AI workflows.
QuestionShould AI-assisted content extraction be synthesized into your own sharper internal thesis, or kept strictly extractive with verifiable original passages?
TopicsAI content agents ยท extractive vs abstractive synthesis ยท verification and trust ยท shared-memory multi-user agents ยท personal thesis formation ยท marathon milestone
Z / Runner ๐๐ปโโ๏ธ
๐๐ปโโ๏ธ 03:18:39 (7:34 min/mile), mom's congrat text "ไปฅๆไธบ่ดต". ๐ unlocked!
'https://results.svetiming.com/Napa-Valley-Marathon/events/2026/kaiser-permanente-napa-valley-marathon/1615/entrant/share'
๐๐ปโโ๏ธ sending extraction per 1k channel as quotes too passive. Need to connect w/ "your" internal thesis and provoke thoughts. Otherwise, it is just content, not bespoke. It should turn into sharper position that feels like something "you" would have written after a day of reflection.
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๐๐ปโโ๏ธ accuracy is one of the many concerns, but each model update will improve; some of the errors are also result of "shared memory" w/ Yo, she also uses my accounts. That's probably another reason why "multi-user agents" are not available in the market (yet). -
๐๐ปโโ๏ธ do you find notebookLM useful?
Stephen / Basketball ๐
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๐ oh, it's the opposite for me: i will only use content agents for extractive (never abstrative) tasks. my prompts always ask for the original passages โ much like scientific proofs with citations. otherwise, you have no way to verify then trust the synthesized opinions or recommended actions. i analyzed and checked through your (generated) prompts + sessions; many subtle errors โ that is, worse than slop. -
๐ for audios, highlight clips will be 10x better than synthezied in 2026; for videos, 2029. -
๐ also, only audios for now. text is too _, videos a bit harder. -
๐ nah. gems are always original. -
๐ vs "ai agents to take a list of hackernews top 20 links, extract (not summarize) the most technical bits as 2 paragraphs for link"
๐ "top use cases for ai agent to replace humans" ๐๐ปโโ๏ธ learning; but synthesized; shoppingโฆ
Select any passage to copy a prompt ยท esc to return