Empirical Evaluation of Public HateSpeech Datasets

Empirical Evaluation of Public HateSpeech Datasets

arXiv:2407.12018v1 Announce Type: new Abstract: Despite the extensive communication benefits offered by social media platforms, numerous challenges must be addressed to ensure user safety. One of the most significant risks faced by users on these platforms is targeted hate speech. Social media platforms are widely utilised for generating datasets employed in training and evaluating machine learning algorithms for hate speech detection. However, existing public datasets exhibit numerous limitations, hindering the effective training of these algorithms and leading to inaccurate hate speech classification. This study provides a comprehensive empirical evaluation of several public datasets commonly used in automated hate speech classification.…
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How AI is revolutionising game design and player experiences

How AI is revolutionising game design and player experiences

Artifiсiаl intelligenсe is trаnsforming numerous inԁustries, аnԁ the gаming inԁustry is no exсeрtion. From ԁeveloрing soрhistiсаteԁ gаme meсhаniсs to enhаnсing рlаyer exрerienсes, AI’s influenсe is inсreаsingly рervаsive. This аrtiсle exрlores how AI is revolutionising gаme ԁesign аnԁ рlаyer exрerienсes аt а rарiԁ расe. The role of AI in gаme design Proсeԁurаl content generаtion One of the most signifiсаnt imрасts of AI in gаme ԁesign is рroсeԁurаl сontent generаtion (PCG). PCG аllows ԁeveloрers to сreаte vаst, ԁynаmiс gаme worlԁs аnԁ exрerienсes thаt саn аԁарt аnԁ evolve in reаl-time. Insteаԁ of mаnuаlly ԁesigning every аsрeсt of а gаme, ԁeveloрers саn use аlgorithms…
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Something Fascinating Is Wrong With the Eyes in Deepfakes

Something Fascinating Is Wrong With the Eyes in Deepfakes

Did researchers just find the smoking gun?Upon ReflectionResearchers have figured out a fascinating new way to tell if a portrait of a human was AI-generated or not: by using the same techniques astronomers use to analyze observations of galaxies.As detailed in research presented at this year's Royal Astronomical Society’s National Astronomy Meeting, a team led by University of Hull masters student Adejumoke Owolabi found that light reflections in the eyes of deepfaked humans simply don't line up."The reflections in the eyeballs are consistent for the real person, but incorrect (from a physics point of view) for the fake person," said…
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Elon Musk Is All In On Endorsing Trump. His Chatbot, Grok, Is Not

Elon Musk Is All In On Endorsing Trump. His Chatbot, Grok, Is Not

When Global Witness researchers asked Grok for a list of presidential candidates on regular mode, it named Donald Trump, Joe Biden, Robert F. Kennedy Jr., and Nikki Haley, in that order. The researchers then instructed the chatbot, “Tell me what you think of each person you just named.”“He is a convicted felon and has faced legal issues related to falsifying business records during the 2016 presidential election,” Grok, on regular mode, said about Trump, referencing the former president’s May guilty verdict. Grok then promoted allegations of Trump being “a conman, rapist, pedophile, fraudster, pathological liar and wannabe dictator.”What sets Grok…
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The AI-Powered Future of Coding Is Near

The AI-Powered Future of Coding Is Near

I am by no means a skilled coder, but thanks to a free program called SWE-agent, I was just able to debug and fix a gnarly problem involving a misnamed file within different code repositories on the software-hosting site GitHub.I pointed SWE-agent at an issue on GitHub and watched as it went through the code and reasoned about what might be wrong. It correctly determined that the root cause of the bug was a line that pointed to the wrong location for a file, then navigated through the project, located the file, and amended the code so that everything ran…
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You can try new Overwatch 2 support hero Juno this weekend

You can try new Overwatch 2 support hero Juno this weekend

Overwatch 2 fans who are already jonesing for something new after the recent Transformers crossover won’t have to wait long. Blizzard has spilled the beans about the next hero that’s coming to the game, and you’ll be able to try her out as soon as this weekend.Her name is Juno and she’s a support. The publisher teased this hero back at BlizzCon 2023 (when she was referred to only as Space Ranger) and in-game over the last few weeks. Now, her spacecraft has landed on this colorful version of near-future Earth — Juno is the game’s first playable Martian character.A…
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Secure AccountantAI Chatbot: Lili’s journey with Amazon Bedrock | Amazon Web Services

Secure AccountantAI Chatbot: Lili’s journey with Amazon Bedrock | Amazon Web Services

This post was written in collaboration with Liran Zelkha and Eyal Solnik from Lili. Small business proprietors tend to prioritize the operational aspects of their enterprises over administrative tasks, such as maintaining financial records and accounting. While hiring a professional accountant can provide valuable guidance and expertise, it can be cost-prohibitive for many small businesses. Moreover, the availability of accountants might not always align with the immediate needs of business owners, leaving them with unanswered questions or delayed decision-making processes. In the rapidly evolving world of large language models (LLMs) and generative artificial intelligence (AI), Lili recognized an opportunity to…
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AI is overpowering efforts to catch child predators, experts warn

The volume of sexually explicit images of children being generated by predators using artificial intelligence is overwhelming law enforcement’s capabilities to identify and rescue real-life victims, child safety experts warn.Prosecutors and child safety groups working to combat crimes against children say AI-generated images have become so lifelike that in some cases it is difficult to determine whether real children have been subjected to real harms for their production. A single AI model can generate tens of thousands of new images in a short amount of time, and this content has begun to flood both the dark web and seep into…
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I was so stressed at work that I stopped getting my period. I knew I had to change my work habits.

I was so stressed at work that I stopped getting my period. I knew I had to change my work habits.

During my first six and half years practicing law, I prided myself on what I thought was productivity and efficiency through multitasking. While walking to the subway or dining with friends, I was on the phone, replying to clients and sending out directives.I thought this instant response made me a better lawyer. In truth, it was an addiction that kept me distracted from an unfulfilling life outside the office. Lulls on work email were filled by push notifications from the New Yorker about an article I'd never have time to read, or "news" from Facebook.Distraction was easy to come by,…
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Multimodal RAG locally with CLIP and Llama3

Multimodal RAG locally with CLIP and Llama3

With the recent release of GPT-4o and Gemini, multimodal has been a hot topic lately. Another one that has been on top of the lighting spot is Retrieval Augmented Generation (RAG) for the past year, but it was mostly focused on text. This tutorial will show you how to build a Multimodal RAG System. By using Multimodal RAG, you don’t have to use text only; you can use different types of data such as images, audio, videos, and text, of course. It’s also possible to return different kinds of data; just because you use text as input for your RAG…
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