Топ 13 инструментов для сбора саммари из видео, аудио, текстов и PDF

Как я уже не раз отмечал в своих предыдущих материалах, инструменты со встроенными нейросетевыми примочками развиваются быстро . Буквально за несколько месяцев одни сервисы успевают захватить новые, порой совсем неожиданные ниши, а другие – обрасти таким количеством функций, что их создатели сами путаются в настройках. Рынок кипит, и уследить за всем практически невозможно . Сегодня представлю очередную подборку, но уже с конкретным, довольно узким уклоном. В прошлый раз я пристально смотрел на генерацию кода и презентаций . Теперь же поговорим о саммари . Под этим модным словом скрывается технология сжатия информации до ключевых вещей, когда из простыни текста вам выдают три-четыре тезиса, а из часовой лекции – двухминутную выжимку. Признаюсь честно: я за полные версии . Будь то книги, видео или лекции. Мне важно видеть ход мысли автора, детали. Саммари же часто принимают некоторые важные вещи за воду и безжалостно их удаляют, оставляя сухой, а порой и искаженный остаток. И все же, при всей моей любви к оригиналам, не озвучить интересные варианты в этой сфере, увы, не могу. Принимайте стратегически удобное положение, ну а я начинаю.

https://habr.com/ru/companies/bothub/articles/1017448/

#AI #ИИ #нейросеть #сжатие_информации #Smodin #Humata #QuillBot #Bearly #bothub #Summarizetech

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RE: https://mementomori.social/@penworks/115801903054812557

Gen AI and academic papers - fake papers, fake sections of papers, trashed academic reputations.

Ive written this post in my other account so I can benefit from the 10k char limit.

#academia
#academicchatter
#publishing
#peerreview
#genai
#ai
#chatbots
#quillbot

> (NB posting in penworks/mementomori due to 10,000 char limit). Quote posting in DrPen

## Generative AI Academic papers

It happened again. I get notified by a Scholar Alert about a new paper that is very on topic for a paper Im writing:
Mediating Knowledge: Power in the Digital Era
http://www.ijapas.ir/index.php/ijapas/article/view/593
Its by Iranian university academics. The journal is not known to me. The language seems 'not right'. I enter various paragraphs into Quillbot detector. Most come back as 100% genAI.
I go searching for the lead author: Mohadeseh Vahidimehr.
He has 3 papers on ResearchGate but has no profile.
1. Decoding Power and Meaning in the Digital Age (full text) https://jisem-journal.com/index.php/journal/article/view/7310
2. Decoding Power and Meaning in the Digital Age (request full text only) - yes, the same paper, different journal, different pubdate.
3. Microphysics of Power and Phenomenology of Knowledge-Constructing Tools in the Digital Age(full text) ) https://journals.kmanpub.com/index.php/aitechbesosci/article/view/2456/4152

I start looking at paper 3, which came up in my initial (Brave) search. It has a very close similarity to the paper Ive just been notified about. It differs later in the paper but the Intro and method sections are almost identical.

The first 2 papers have an identical title, one is full text, one is only abstract. They both come up as human written. They bear a very close resemblance to paper 3 (and to each other for abstract content)

After that my Quillbot text entry is barred by requiring me to log in so I cannot test further (I already used VPN and Tor to bypass). I will test the full text in another AI detection tool. But both these papers are *identical*.

The lead author is a PhD student. I came across this before, with suspicious Egyptian university co authored papers where the lead author was a PhD student. I emailed him. I never got a reply.

>> I am NOT making any criticism of either the institutions, or even the named academics, who may not even know this is happening.

I am wondering how many other publishing academics are coming across this problem. When you carry out desktop research on a topic, you are looking at multiple papers at once. You are looking at titles, abstracts and scope of paper. Maybe you are not looking for papers that are not real. Maybe its escaping your attention and you are citing papers that have never been checked by human academic PR. My decision is never cite any paper that looks questionable. In this case I wont cite the paper that comes up as human written because I have doubt. I have no reason to trust these academics. Their reputation is therefore trashed.

I know that academics like @benpatrickwill have written about the tsunami of fake papers and fake citations.

This problem is 100% the fault of chatbots being released into the wild with direct intention of breaking things. In this case, the academic publishing model. Well, they succeeded.

#academia #academicchatter #publishing #peerreview #genai #ai #chatbots #quillbot

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DATE:
September 26, 2025 at 03:33PM

CHANNEL: Sam Bentley

TITLE:
Good News in September (you might have missed)

URL:
https://www.youtube.com/watch?v=_qPvAV0Y5kQ

DESCRIPTION:
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#psychology #depression #goodnews #goodnewsthread #happy #happynews
#SpreadJoy #PositiveVibes #CommunityLove #SpreadLight #SamBentley #positivescience #science @goodnews

Here are my experiments with #AI detectors—tools that are supposedly able to spot content written by #ChatGPT and other #LLMs. Are they a fraud? Useful in the aggregate? And what does it all mean for the idea of human authorship?

https://yc.prosetech.com/ai-detectors-are-just-as-broken-as-you-expect-511883db7636?sk=4c20f6209d0a90f4c94ff2d8c18052f7

#llm #aitools #quillbot