Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks Programming Computer Science by usmanmalik57 … GPT-4.1 and see how similar they are to human-generated summaries. Several metrics exist to evaluate the text summarization… following article in 1150 characters. The summary should look like human created:\n\n{article}\n\nSummary:" response = client.chat… Re: Will AI take jobs? Digital Media Digital Marketing by ashleydent4u …, analyzing data, and even generating content, but creativity, strategy, and human connection still matter. The best approach is to adapt and… Re: Will AI take jobs? Digital Media Digital Marketing by spanmob I don't think so. The human brain is irreplaceable, so there is no such thing as AI replacing humans. Re: Will AI take jobs? Digital Media Digital Marketing by ashleydent4u … ahead, embrace AI as an assistant, and focus on the human touch that machines just can’t replicate! DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization Programming Computer Science by usmanmalik57 ….png) Next, we will define the `calculate_rouge()` that accepts the human-generated and LLM-generated summaries and returns the [ROUGE scores… following article in 1150 characters. The summary should look like human created:\n\n{article}\n\nSummary:" generated_summary = generate_response(model_client… Re: How would we poison AI web crawls? Hardware and Software Information Security by Dani …; When you price and design a site for an expected human load, and then you get overwhelmed by bots, you can… today spend more bandwidth on bots than they do on human visitors. However, there are both bad bots and good bots… Benchmarking DeepSeek R1 for Text Classification and Summarization Programming Computer Science by usmanmalik57 … be evaluated using ROUGE score. The summary should look like human created:\n\n{article}\n\nSummary:""" generated_summary… How would we poison AI web crawls? Hardware and Software Information Security by rproffitt … Struggle 大躍進政策 The Great Leap Forward 文化大革命 The Great Proletarian Cultural Revolution 人權 Human Rights 民運 Democratization 自由 Freedom 獨立 Independence 多黨制 Multi-party system 台灣 臺灣 Taiwan Formosa 中華民國 Republic… Re: How would we poison AI web crawls? Hardware and Software Information Security by Reverend Jim …. When you price and design a site for an expected human load, and then you get overwhelmed by bots, you can… Re: How would we poison AI web crawls? Hardware and Software Information Security by Pebble94464 As a human, can you detect gibberish content? You may think you can fool AI today or tomorrow, but what about a year from now? At some point in the future AI will match our intelligence and then quickly surpass us. Generating gibberish content might impede AI for a while but it's only delaying the inevitable. Resistance is useless! Re: How would we poison AI web crawls? Hardware and Software Information Security by Reverend Jim Even human generated content <edit - gibberish> can be hard to detect, except of course for Jordan Peterson. Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by usmanmalik57 … be evaluated using ROUGE score. The summary should look like human created:\n\n{article}\n\nSummary:""" generated_summary… Re: Will AI take jobs? Digital Media Digital Marketing by Heatman Yes of course, AI have been taking human jobs for a long time now and it's going to keep happening with how much our world is now relying on the use of technology and AI tools to replace human labor jobs. They still need human labor but it's now in lesser number. Re: Is AI good in future for content writing Programming Software Development by Yenjeff AI is great for speeding up content creation, but human creativity still matters. It struggles with originality and deeper emotional storytelling, so a mix of AI and human input works best. Re: Best practices for information security of your business Hardware and Software Information Security by rproffitt … Struggle 大躍進政策 The Great Leap Forward 文化大革命 The Great Proletarian Cultural Revolution 人權 Human Rights 民運 Democratization 自由 Freedom 獨立 Independence 多黨制 Multi-party system 台灣 臺灣 Taiwan Formosa 中華民國 Republic… Re: Google Penalties Digital Media Digital Marketing by Dani …'re factored into Google algorithm updates, as opposed to a human individual manually flagging your website for review. Google does not… Re: Top industries that use automation Programming Software Development by Reverend Jim …), the actual operating decisions were always in the hands of human operators. This is no more automation than is output from… Re: ‘Advanced AI should be treated similar to Weapons of Mass Destruction’ Community Center by rproffitt UPDATE: Feb 4, 2025 — Google on Tuesday updated its ethical guidelines around artificial intelligence, removing commitments not to apply the technology to weapons or surveillance. Re: How would we poison AI web crawls? Hardware and Software Information Security by Dani I don't understand what goal you are trying to achieve? Is your goal to open a dialog about the pros and cons of AI? DaniWeb is powered by Cloudflare. One of the functions of Cloudflare is a sophisticated system to analyze and control how AI crawlers scan the website. In other words, if I want to dissuade AI bots from crawling DaniWeb, I … Re: How would we poison AI web crawls? Hardware and Software Information Security by rproffitt For example, with Meta and others removing fact checking we should find a way to render their AI and search results full of not so useful information. We are right now veering towards a Fascist state with oligarchs and mega corporations stoking coal into the ovens. We shouldn't be fuel for those ovens. Re: How would we poison AI web crawls? Hardware and Software Information Security by Dani I’m not nearly as much of a conspiracy theorist. I also don’t think that spamming Facebook with nonsensical posts is going to make the world a better place. Re: How would we poison AI web crawls? Hardware and Software Information Security by Pebble94464 Don't waste your time, rproffitt. Spamming the web is unlikely to achieve your goals... Firstly, everything you post online is but a wee drop in the ocean. You'd need to do an illegal amount of spamming in order to sway an opinion. Secondly, AI bots crawling the web can be instructed to simply ignore pages that contain censored keywords. AI … Re: How would we poison AI web crawls? Hardware and Software Information Security by rproffitt I asked around and it appears we can affect change. The immigrant reporting hotline was flooded with reports about Elon Musk so that line shut down. As to AI crawlers the work to poison the AIs is well underway. Examples follow. > Here is a curated list of strategies, offensive methods, and tactics for (algorithmic) sabotage, disruption, … Re: How would we poison AI web crawls? Hardware and Software Information Security by Dani If you're not a part of the solution, you're a part of the precipitate. I think this sounds terrible. The global population is, more and more, relying on AI to serve up accurate answers. There's already the gigantic problem of hallucinations as well as AI consistently spewing out false information that sounds entirely believable, and therefore … Re: How would we poison AI web crawls? Hardware and Software Information Security by rproffitt The OpenAI bot appears to be a bad bot. Discussed many times so here's just one: https://www.reddit.com/r/selfhosted/comments/1i154h7/openai_not_respecting_robotstxt_and_being_sneaky/ Fixes appear to be: 1. Block IP ranges from bots. 2. Replace words and poison the bots. Re: How would we poison AI web crawls? Hardware and Software Information Security by Reverend Jim Thanks for the extra info although I disagree with the spewing comment. Nepenthes and Iocaine do not spew garbage across the web. They feed garbage to bots that access the protected sites. AI that returns bogus results on the ppther hand ARE spewing garbage across the web. BTW Nepenthes makes it clear that implementation will result in being … Re: How would we poison AI web crawls? Hardware and Software Information Security by Dani > The OpenAI bot appears to be a bad bot. This is not my experience. OpenAI respects my robots.txt file perfectly. I do want to add, though, that robots.txt files are very finicky, and I have seen many, many times people blaming the bots when the problem lies with a syntax or logic error in their robots.txt. > Nepenthes and Iocaine do… Re: How would we poison AI web crawls? Hardware and Software Information Security by Dani > The OpenAI bot appears to be a bad bot. Specifically, I would bet quite a large sum of money that the people who are complaining they can't get OpenAI to respect their robots.txt file either have a syntax error in their file, and/or aren't naming the correct user agents. I've seen people mistakingly try to reference a user agent called &… Re: How would we poison AI web crawls? Hardware and Software Information Security by Dani > The creator of Nepenthes says that it is ineffective against OpenAI which I take to mean that OpenAI is ignoring robots.txt. As mentioned, Nepenthes uses the spoofing technique. Spoofing does not rely whatsoever on bots following robots.txt. Re: How would we poison AI web crawls? Hardware and Software Information Security by Salem > But it's also in everyone's interest for AI to be trained on reliable information, if we want AI to be useful to us Yeah, that ship slipped it's mooring when facebook appeared, drifted out to sea on the twitter tide, and promptly sank when muck took it over. Domain specific AI's trained on the likes of https://arxiv.org/ might be worth …