NIST TREC QA: Искусственный Интеллект

[Ilya Geller]

Министерство Обороны США, вот как… Государство значит. Коррумпированное Гуглем.

Machine-learned: Department of Defense trials AI teacher with stunning results
That being said, the technology is nowhere near ready for the classroom.
https://www.zmescience.com/science/machine-learning-personal-tutor-darpa-32352352/

DARPA's digital tutor: training people to expert level in 16 weeks
https://blog.delta-academy.xyz/darpa-digital-tutor

Citations
[1] B.S. Bloom. 1982. The 2 sigma problem: The search for group methods of instruction as effective as one-to-one tutoring. Educational Researcher. https://web.mit.edu/5.95/www/readings/bloom-two-sigma.pdf
[2] J.D. Fletcher and J.E. Morrison. 2014. Accelerating Development of Expertise. Institute for Defense Analyses. https://apps.dtic.mil/sti/pdfs/AD1002362.pdf
[3] J.D. Fletcher. 2010. DARPA Education Dominance Program: April 2010 and November 2010 Digital Tutor Assessments. https://apps.dtic.mil/sti/pdfs/ADA542215.pdf
[4] J. Buridan. 2020. DARPA Digital Tutor: Four Months to Total Technical Expertise? Less Wrong. https://www.lesswrong.com/posts/vbWBJGWyWyKyoxLBe/darpa-digital-tutor-four-months-to-total-technical-expertise
[5] V. Goel and M. Rich, 2015. Facebook Takes a Step Into Education Software. New York Times. https://www.nytimes.com/2015/09/04/technology/facebook-education-initiative-aims-to-help-children-learn-at-their-own-pace.html
[6] V. Strauss. 2018. Why parents and students are protesting an online learning program backed by Mark Zuckerberg and Facebook. Washington Post. https://www.washingtonpost.com/education/2018/12/20/why-parents-students-are-protesting-an-online-learning-program-backed-by-mark-zuckerberg-facebook/
[7] S. Edelman. 2018. Brooklyn students hold walkout in protest of Facebook-designed online program. New York Post. https://nypost.com/2018/11/10/brooklyn-students-hold-walkout-in-protest-of-facebook-designed-online-program/
[8] A. Johnson. 2018. Parents dissatisfied with Kettle Moraine Middle School planning to start a school of their own. Milwaukee Journal Sentinal. https://eu.jsonline.com/story/communities/lake-country/news/2018/11/21/parents-dissatisfied-education-km-middle-school-looking-start-school-their-own/2055401002/

[Ilya Geller]

Что нового сегодня? Воруют, сэр…

AI research labs Anthropic ($580 million in series B) and Inflection AI ($225 in venture capital).  
company has released several research papers on transformer neural networks, large language models (LLMs) and reinforcement learning. 

Inflection launched in March with $225 million in funding
Inflection aims to leverage recent advances in AI to develop the “ability to relay our thoughts and ideas to computers using the same natural, conversational language we use to communicate with people.”
https://venturebeat.com/ai/why-some-ai-companies-are-securing-massive-funding-despite-economic-downturn/

[Ilya Geller]

Что новенького? Пиздят сэр.

IBM Research’s latest effort in speeding up scientific discovery comes in the form of the Deep Search for Discovery Toolkit (DS4SD). Powered by natural language processing and AI, the technology analyzes and extracts large amounts of structured or unstructured data from medical journals, technical articles, financial records, or any other document
https://thenewstack.io/ibm-releases-open-source-counterparts-for-deep-search/

[Ilya Geller]

Новейшее что?!! С***или сэр.

Google
https://searchengineland.com/how-google-uses-nlp-to-better-understand-search-queries-content-387340

[Ilya Geller]

Vertical ad content comes from dynamic data feeds. They use search intent data, and a deep understanding of users’ needs to connect customers to richer ad experiences that break through the clutter. Microsoft artificial intelligence (AI) uses these feeds to source all attributes displayed in the ads, using advertisers’ existing digital catalogs. It also minimizes the time and resources required to set up and manage campaigns on our network
https://about.ads.microsoft.com/en-us/blog/post/august-2022/find-out-about-automotive-ads-and-other-august-updates?s_cid=en-us-gct-em-src_msainsider-sub_0_&s_eid=IRIS4546_20220821_3d3e108e-fa69-4af3-98d6-45d121edae5f

[Ilya Geller]

Предлагал это сделать DARP 20 лет назад. Даже отказа, кажется, не получил.

DARPA's digital tutor: training people to expert level in 16 weeks
https://blog.delta-academy.xyz/darpa-digital-tutor

[Ilya Geller]

Больно мне,больно,
Не унять эту злую боль.

Жизнь положил на Искусственный Интеллект, пожертвовал всем без остатка. Нонче же нагло воруют и забывают меня. Ни слова. Украли славу и $300 миллиардов Брин, Пейдж и Цукер. Теперь крадёт Майкрософт.

[Ilya Geller]

IBM:

Part of speech tagging, also called grammatical tagging, is the process of determining the part of speech of a particular word or piece of text based on its use and context. Part of speech identifies ‘make’ as a verb in ‘I can make a paper plane,’ and as a noun in ‘What make of car do you own?’

Word sense disambiguation is the selection of the meaning of a word with multiple meanings  through a process of semantic analysis that determine the word that makes the most sense in the given context. For example, word sense disambiguation helps distinguish the meaning of the verb 'make' in ‘make the grade’ (achieve) vs. ‘make a bet’ (place).
https://www.ibm.com/cloud/learn/natural-language-processing

[Ilya Geller]

Salesforce 
A part-of-speech tag is assigned for each word; for example, the tag NN means that the corresponding word is a noun.
https://www.salesforce.com/products/einstein/ai-research/natural-language-processing-single-model/

[Ilya Geller]

School

 TORONTO, Aug. 24, 2022 /PRNewswire/ - ParagraphAI Inc., a leading developer of advanced AI-powered productivity tools, today announced the release of their natural language processing ("NLP") AI Writing Assistant. ParagraphAI instantly drafts original and accurate paragraphs of text on any topic with proper grammar and tone correction. The productivity tool is now available to download for free in Google's Chrome Web Store and is the first AI Writing Assistant powered by GPT-3 to launch in Apple's App Store.

[Ilya Geller]

What Is the Windows Search Indexer?

https://www.msn.com/en-us/news/technology/what-is-the-windows-search-indexer-and-is-it-okay-to-disable-it/ar-AA10WvZr
​​​​​​​

[Ilya Geller]

NVIDIA AI Platform Delivers Big Gains for Large Language Models
https://developer.nvidia.com/blog/nvidia-ai-platform-delivers-big-gains-for-large-language-models/

[Ilya Geller]

Гугл и Майкрософт убрали упоминания о том что они определяют части речи слов в контексте. Что означает что они готовятся к суду.

[Ilya Geller]

Из чего следует — никогда! никогда не открывайте и не патентуйте что-то имеющее отношение к практическим нуждам человечества в Америке. Вас обчистят и лишат жизни.

[Ilya Geller]

Look who partners are:
https://zilliz.com/about
https://www.datanami.com/this-just-in/zilliz-raises-60m-series-b-extension-to-expand-its-silicon-valley-operations/

[Ilya Geller]

NVIDIA AI Platform Delivers Big Gains for Large Language Models
https://developer.nvidia.com/blog/nvidia-ai-platform-delivers-big-gains-for-large-language-models/

Meanwhile, Nvidia has not made a penny on the giant linguistic model created, and will not do so. This model cannot be practically used in any way and is completely stupid, since it does not have the basis of AI — the individuality (bias, its BIOS) of a human being. AI cannot exist without individuality! So Nvidia uses AI purely for advertising purposes to show what is at the peak of progress. Although Nvidia is not there.
https://www.theregister.com/2022/08/25/nvidia_q2_2023/

Они конечно не опубликуют комментарий, но я послал.
Сучёнок Брин, пидор Пейдж и скотина Цйкер делают всё возможное чтобы сохранить свой бизнес, который они украли… трам-трам-табидох —  у меня. Украв как минимум $300 миллиардов. Твари!

[Ilya Geller]

Currently our main direction is based on RRM: we train models that can assist humans at evaluating our models on tasks that are too difficult for humans to evaluate directly. For example:

We trained a model to summarize books. Evaluating book summaries takes a long time for humans if they are unfamiliar with the book, but our model can assist human evaluation by writing chapter summaries.
We trained a model to assist humans at evaluating the factual accuracy by browsing the web and providing quotes and links. On simple questions, this model’s outputs are already preferred to responses written by humans.
We trained a model to write critical comments on its own outputs: On a query-based summarization task, assistance with critical comments increases the flaws humans find in model outputs by 50% on average. This holds even if we ask humans to write plausible looking but incorrect summaries.
We are creating a set of coding tasks selected to be very difficult to evaluate reliably for unassisted humans. We hope to release this data set soon.
https://openai.com/blog/our-approach-to-alignment-research/

[Ilya Geller]

Meanwhile, Nvidia has not made a penny on the giant linguistic model created, and will not do so. This model cannot be practically used in any way and is completely stupid, since it does not have the basis of AI — the individuality (bias, its BIOS) of a human being. AI cannot exist without individuality! So Nvidia uses AI purely for advertising purposes to show what is at the peak of progress. Although Nvidia is not there.
https://www.theregister.com/2022/08/25/nvidia_q2_2023/

Они конечно не опубликуют комментарий, но я послал.
Сучёнок Брин, пидор Пейдж и скотина Цйкер делают всё возможное чтобы сохранить свой бизнес, который они украли… трам-трам-табидох —  у меня. Украв как минимум $300 миллиардов. Твари!

Может этот пост опубликуют?

I don't think The Register censorship will permit me to publish this post, but I try:
Nvidia has no understanding that its enormous AI model is a combination of many contexts and even more subtexts (explanations in somehow mentioned texts, dictionary definitions of words, other types of annotations), which makes it impossible to discover and provide the requered information. Impossible because when searching a jump from one context and subtexts, from one source, from one author to another happens, which creates a catastrophic cacophony; where such the cacophony provides the effect of absolute nonsense. See the texts that OpenAi displays? I bet Nvidia even worse.
Therefore, Nvidia uses its idiotic AI model for advertising purposes only trying to sell its processors: Nvidia doesn't know anything about AI.

[Ilya Geller]

Читают засеранцы! Уважают…

Nvidia has no understanding that its enormous AI model is a combination of many contexts and even more subtexts (explanations in somehow mentioned texts, dictionary definitions of words, other types of annotations), which makes it impossible to discover and provide the requered information. Impossible because when searching a jump from one context and subtexts, from one source, from one author to another happens, which creates a catastrophic cacophony; where such the cacophony provides the effect of absolute nonsense. See the texts that OpenAi displays? I bet Nvidia even worse.
Therefore, Nvidia uses its idiotic AI model for advertising purposes only trying to sell its processors: Nvidia doesn't know anything about AI.
https://forums.theregister.com/forum/all/2022/08/25/nvidia_q2_2023/

OpenAI is slashing the price of its GPT-3 API service by up to two-thirds, according to an announcement on the company’s website. The new pricing plan, which is effective September 1, may have a large impact on companies that are building products on top of OpenAI’s flagship large language model (LLM)
https://venturebeat.com/ai/openai-is-reducing-the-price-of-the-gpt-3-api-heres-why-it-matters/

А теперь идите и купите GPT-3 API за полцены? Зная что она вообще 6и на что непригодна.
Называется «бизнес по Американски»: как вдуть дураку негодный товар, под предлогом что в два раза дешевле.

[Ilya Geller]

The key: who helped Brin, Page and Zuker to win PA Advisors v Google? Why Randall Ray Rader (born April 21, 1949) is a former United States Circuit Judge and former Chief Judge of the United States Court of Appeals for the Federal Circuit — took the case?
Answering the question you’ll find out why Google and FB supports democrats and there they take money for whatever they do.
https://www.theregister.com/2022/08/26/facebook_joe_rogan/