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Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks 1 Week Ago by usmanmalik57 … **Output:** ``` airline_sentiment neutral 34 positive 33 negative 33 Name: count, dtype: int64 ``` Next, we will define the `find_sentiment()` …:", e) exceptions += 1 print("Total exception count:", exceptions) accuracy = accuracy_score(all_sentiments, dataset["airline_sentiment… Are we being played by AI? Let's Discuss! 2 Weeks Ago by Salem … over-enthusiasm (which is ironic, since it's low post count drive-by accounts posting this stuff). The preambles are well… Re: Question/Answering over SQL Data Using LangGraph Framework 2 Weeks Ago by Pelorus_1 Through its combination of natural language processing and structured query generation, LangGraph makes interfacing with databases and extracting insights over SQL data easier than ever. Re: I'm Tired! How to Increase Social Media Followers 3 Weeks Ago by Cortiange It really depends on your niche. For example, there are niches you can do with AI, but there are some you should avoid AI completely. Re: I'm Tired! How to Increase Social Media Followers 2 Weeks Ago by Shady33 Here are some tips that first came to my mind: * Collaborate with influencers or complementary brands * Use paid ads to promote your best content or lead magnets * Cross-promote across channels (e.g. promote IG on LinkedIn, or vice versa) * Add social links in your email signature, website, and newsletters * Join relevant groups or … Re: Are we being played by AI? Let's Discuss! 2 Weeks Ago by Dani I agree that they *might* be AI generated, or at least have the help of AI. Sometimes it's hard to tell, and I always want to exercise extreme caution and not delete or infract a post unless I'm 100% confident. I have a bit of a migraine right now, so I have to put a little more thought into whether these 2 posts should be deleted when my head is a… Re: Are we being played by AI? Let's Discuss! 2 Weeks Ago by Reverend Jim I have a problem with people who start posts about a topic with "let's discuss", but don't actually start the discussion. I have a friend (?) in Toronto who, especially during election season (which seems to be always these days), asking for my opinion on things without ever offering one of her own. I got tired of putting in the effort … Re: Are we being played by AI? Let's Discuss! 2 Weeks Ago by Dani I disagree with that sentiment when it comes to a Q&A forum such as DaniWeb. The very premise of the site is that people ask questions. Quite often, uninformed questions. Sometimes those questions are just asking for your informed opinion as an expert in your field or as someone more informed than they are at the topic at hand. Other people … Re: Are we being played by AI? Let's Discuss! 2 Weeks Ago by Reverend Jim And I disagree with that. The post I was referring to was >In this thread, let's dive into the exciting advancements in the world of audio technology. From spatial audio to AI-driven sound systems, the audio landscape is evolving rapidly. Share your thoughts on the latest innovations, your favorite audio gadgets, or how new tech is shaping … Re: Are we being played by AI? Let's Discuss! 2 Weeks Ago by Dani >I fail to see the distinction between asking for an opinion versus a suggestion versus any other form of help or assistance. I understand that you see a distinction when the OP is trying to start a discussion versus asking for advice or help. However, I don’t understand why you make that distinction in a Q&A discussion forum. Re: Are we being played by AI? Let's Discuss! 2 Weeks Ago by Reverend Jim 1. I thought we didn't have "forums" anymore. 2. Perhaps the OP posted in the wrong place. 3. Regardless, it was clearly a discussion and not a question. It's moot since the thread has been deleted. Re: I'm Tired! How to Increase Social Media Followers 2 Weeks Ago by Sơn_15 Hi, I think I can help you with this problem. Re: Are we being played by AI? Let's Discuss! 1 Week Ago by Dani > I have a bit of a migraine right now, so I have to put a little more thought into whether these 2 posts should be deleted when my head is a bit clearer. Unfortunately, I ended up in the ER from an unrelenting migraine that hasn’t let up for 6 days, and is not responding to any medication. I don’t mean to drop the ball on this thread. Re: Are we being played by AI? Let's Discuss! 1 Week Ago by Dani Today is day one trillion of this still unrelenting headache. FINALLY, a diagnosis! I have shingles. Feeling hopeful to begin treatment and start feeling better. Re: Are we being played by AI? Let's Discuss! 1 Week Ago by Reverend Jim I've had close relatives who had that but I don't recall headaches as a symptom. I hope I never get it (I can't get the vaccine because it's a live vaccine). Good luck with recovery now that you have a diagnosis. Re: Are we being played by AI? Let's Discuss! 1 Week Ago by Dani Jim, My intense headache is because the shingles rash is all over my scalp, my eyebrow, and even all over my eyelid! The intense headache pain was radiating from the area of my scalp where the shingles rash eventually presented. Luckily, the shingles vaccine is no longer live, so you should definitely get it. (I just happened to have not … Re: Are we being played by AI? Let's Discuss! 1 Week Ago by Reverend Jim I'll have to ask next time I am at the pharmacy. Thanks for the tip. Re: I'm Tired! How to Increase Social Media Followers 1 Week Ago by MajithaDotcom To grow your followers on Instagram and Facebook, focus on consistency, engaging content, and timing. Use Insights to find when your audience is most active (usually evenings or lunch hours). Mix up content—reels, carousels, memes—and always add value (tips, relatable posts, etc.). Engage with your audience through comments, DMs, and stories, and … Re: Are we being played by AI? Let's Discuss! 1 Week Ago by Dani Having a very, very difficult time. My eye is swollen shut and I’m in danger of losing my vision as the shingles rash gets closer and closer to my cornea. DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization 1 Month Ago by usmanmalik57 …``` **Output:** ``` airline_sentiment neutral 34 positive 33 negative 33 Name: count, dtype: int64 ``` Finally, we define the `predict_sentiment()` function,…exceptions += 1 time.sleep(sleep_time) print("Total exception count:", exceptions) return all_sentiments ``` Let's first call the… Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by usmanmalik57 … ``` **Output:** ``` airline_sentiment neutral 34 positive 33 negative 33 Name: count, dtype: int64 ``` Next, we will iterate through the list of…, "| Error:", e) exceptions += 1 print("Total exception count:", exceptions) ``` **Output:** ``` Overall Accuracy: 0.69 ``` The … Re: I'm Tired! How to Increase Social Media Followers 1 Month Ago by KunalK 3 Methods to improve follower count on any platform. 1) By engaging content (organic way) 2) By running ads (paid ads) 3) Active engagement and community building Short or Lengthy content, which is helpful for SEO? 1 Month Ago by markjones1593 … it more about quality and relevance rather than just word count? Have you noticed any difference in rankings based on content… Re: How To Send MYSQL Data To An Email 2 Months Ago by Biiim …; } if(empty($D['data'])){ $D['rows'] = 0; }else{ $D['rows'] = count($D['data']); } }else{ $D['rows'] = 0; $D['data'] = false; } //var_dump… Re: Why my created link is not updating as a backlinks? 2 Months Ago by Vidhya Digital A link might not count as a backlink if it's technically flawed (nofollow, JavaScript, redirects, robots.txt, broken, or not crawled), poorly placed (low-quality content, spammy, hidden, or among too many links), or simply too new for search engines to have found it yet. Re: Why my created link is not updating as a backlinks? 2 Months Ago by ashleydent4u … "no-follow," which tells search engines not to count them for SEO. If they are "do-follow,"… Re: Why my created link is not updating as a backlinks? 1 Month Ago by EdanOrvitz Sometimes backlinks take time to show up because search engines don’t crawl every page instantly. If the site where you placed the link has low authority or isn’t crawled often, it can be delayed. Also, make sure the page is indexed. If the link is on a noindex page, it won’t count. Re: Why my created link is not updating as a backlinks? 1 Month Ago by shoolin If you want your links to truly count as backlinks, it’s crucial that the pages are indexed … Re: Fine-tuning OpenAI Vision Models for Visual Question-Answering 2 Months Ago by RKE2 Fine-tuning OpenAI Vision Models for visual question-answering is an exciting step forward in AI! It is amazing how these models can combine image recognition with natural language processing to provide accurate, context-aware answers. Cannot wait to see more advancements! Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by rproffitt "Wiz Research Uncovers Exposed DeepSeek Database Leaking Sensitive Information" "Security researchers tested 50 well-known jailbreaks against DeepSeek’s popular new AI chatbot. It didn’t stop a single one." It only seems to get worse the more you look at DeepSeek. And I must note how it is known to not want to talk about …