#provenance — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #provenance, aggregated by home.social.
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Нужную книгу больше не обязательно искать: как ИИ меняет сам принцип работы с информацией
Что, если нужную книгу больше не нужно искать — её можно собрать под собственный вопрос? Я проверил эту идею на реальном корпусе: 206 длинных видео, 160 часов 56 минут и 2,15 млн слов транскриптов . Вместо сотен summary я построил конвейер, который выделяет сущности, схлопывает дубли, отслеживает происхождение выводов, проверяет важные утверждения и понимает, когда оставшиеся источники уже не нужно читать подряд. По ходу выяснилось, почему 9 URL могут оказаться одним источником , почему векторная кластеризация не решила задачу смысловых дублей, чем такой подход отличается от RAG и почему длинная работа ИИ-агента неожиданно начинает напоминать разработку обычной программной системы. Но главный вывод оказался шире самого проекта: единицей работы с информацией может становиться не источник, а наш вопрос.
https://habr.com/ru/companies/ods/articles/1070832/
#искусственный_интеллект #AIагенты #LLM #RAG #provenance #база_знаний #дедупликация #обработка_информации #управление_знаниями #fact_checking
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[Edited, twice, for typos]
[No AI was used in writing this toot — I’d rather not write at all otherwise]The use of #GenAISlop machines to determine whether text was provided by #LLM #TextRegurgitatingMachines is a monster of a cyclical process. Like the integrity of police officers overseen by other police officers in another branch of law enforcement. Lawyer oversighted by a professional lawyer body… and so on. #Credibility and #Transparency are unlikely to prevail in such nepotistic circumstances, corruption is everywhere but a step away.
What are #Authors to do? Build a #TrailOfEvidence and unimpeachable record of #Provenance for every work they wish to publish? How are they to do this? Are there non-AI tools to help? This is a really f*^%#d up world the #TechBros are imposing upon us all with their inane #MarketingHype hitting the mark with many incompetant and gullible executives in charge of the #publishingIndustry. (This is all conjecture on my part based on very little but general observations of what LLM GenAI is doing — or not doing — in every field of endeavour).
“Pangram is not infallible. I’ve used it to run some of my newsletters through it, and they came back as 80% AI when I wrote every word myself. This is one of many reasons why I disagree with Substack’s decision to partner with Pangram. Another reason is that once a tool like Pangram is available to the masses, false accusations start flying around, and careers can be ruined. Whether you admit it or not, there is A LOT of jealousy in the publishing world, so it wouldn’t surprise me if someone who disliked author X decided to use Pangram on their work and made the results public. This is not the publishing world I want to live in.” (Read more: AI Accusations and Book Publishing - Kathleen Schmidt, Aug 01, 2026). A blog post on Substack, sry. https://kathleenschmidt.substack.com )
#Writing #WritingCommunity #Publishing #SlefPublishing #AuthorshipProvenance #Author #Writer #Disclosure #ProofOfAuthorship
PS. I wonder how many *airport* books by some of the most successful authors in the *genre* would pass muster if subjected to #Pangram or similar GenAI tool generated analysis? Not many I’d wager. Further, what’s the bet Pangram is itself code produced by a GenAISlop machine. This AI ponzie scheme is just getting wilder and wilder by the day… BOOOMMM !
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Climatic And Anthropogenic Controls On Late Holocene Sediment Transport To The Gulf Of Mexico By The Mississippi River
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https://doi.org/10.1016/j.earscirev.2026.105401 <-- shared paper
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#water #hydrology #hydrography #humanimpacts #human #settlement #anthropogenic #levees #engineering #spatialanalysis #spatialtemporal #erosion #weathering #Mississippi #River #Sediment #Provenance #Zircon #grainsize #alluvial #alluvium #hydrogeomorphology #headwater #coast #coastal #delta #geology #Holocene #geochemistry #Sr #Nd #isotope #Strontium #Neodymium #detrital #climate #GulfofMexico -
Travel Tales: Visualizing Provenance as Data
by Elizabeth Alice Honig, Deb Niemeier, Christine Quach, Haojian ChengProvenance—the chain of an artwork’s ownership and location—has long resisted structured data analysis. Fragmentary and semi-narrative records make regularization difficult.
#Provenance #DigitalArtHistory #DataVisualization #BaroqueArt
https://journals.ub.uni-heidelberg.de/index.php/dah/article/view/100894 -
Nick Ut Breaks His Silence on Accusation He Didn’t Take ‘Napalm Girl’ Photo https://petapixel.com/2025/02/13/nick-ut-breaks-his-silence-on-accusation-he-didnt-take-napalm-girl-photo/ #associatedpress #photojournalism #theterrorofwar #carlrobinson #photocredit #thestringer #garyknight #napalmgirl #provenance #vietnamwar #horstfaas #Culture #nickut #saigon #News
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Hashtagging applied to this thread after the fact:
#contentcredentials #digitalsignatures #audittrail #provenance #photoprovenance #imageprovenance #C2PA
(Why as a reply? Because of invidious post-length limits, otherwise this could have been an edit of the original post.)
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New (as yet unpublished) potential evidence that #SARS-#CoV-2 was found in #raccoon #dogs (canids) in the #Huanan #Market in late-2019. Specifically, viral and raccoon dog #DNA in #swabs presumably taken at the time from a stall known to house those animals.
Caveats:
-lots of DNA mixing together in a market.
-can the #provenance of the data be #verified?
- #zoonotic/#lab/market #origin are not #mutually #exclusive.
#COVID 🦠 🧬
