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Sunrise Technologies<p>🔍 Fuel better AI with precision data labeling!</p><p>✅ 99.9% accuracy<br>✅ HIPAA/GDPR compliant<br>✅ All data types supported</p><p>Train smarter models faster ⚡</p><p>Book your free consultation:</p><p>🔗 <a href="https://zurl.co/afhSe" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">zurl.co/afhSe</span><span class="invisible"></span></a> </p><p><a href="https://mastodon.social/tags/DataLabeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabeling</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a></p>
HabileData<p>6 Essential Data Annotation Techniques that Drive Computer Vision</p><p>Our latest video on the 6 common types of annotation in Computer Vision reveals how the perfect blend of human intelligence and cutting-edge data annotation techniques can significantly enhance the performance and scalability of your AI and ML models.</p><p><a href="https://www.youtube.com/watch?v=EHXVzz7VHvo" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/watch?v=EHXVzz7VHvo</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/dataannotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataannotation</span></a> <a href="https://mastodon.social/tags/artificialintelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificialintelligence</span></a> <a href="https://mastodon.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>machinelearning</span></a> <a href="https://mastodon.social/tags/trainingdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>trainingdata</span></a> <a href="https://mastodon.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a></p>
HabileData<p>Data Annotation vs Data Labelling- Find the right for you</p><p>Key takeaways:</p><p>• Understand the core difference between annotation and labeling<br>• Explore use cases across NLP, computer vision &amp; more<br>• Learn how each process impacts model training and accuracy</p><p>Read now to make smarter data decisions: </p><p><a href="https://www.hitechbpo.com/blog/data-annotation-vs-data-labeling.php?utm_medium=referral&amp;utm_campaign=group-sharing" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">hitechbpo.com/blog/data-annota</span><span class="invisible">tion-vs-data-labeling.php?utm_medium=referral&amp;utm_campaign=group-sharing</span></a></p><p><a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a> <a href="https://mastodon.social/tags/DataLabeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabeling</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/Annotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Annotation</span></a> <a href="https://mastodon.social/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://mastodon.social/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputerVision</span></a> <a href="https://mastodon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a></p>
HabileData<p>Use of Text Annotation in Different Industries</p><p>Text annotation plays a crucial role in training <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> models, ensuring accurate language processing and data interpretation. From entity recognition to sentiment analysis, understanding the right <a href="https://mastodon.social/tags/annotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>annotation</span></a> techniques can significantly enhance AI performance. </p><p><a href="https://www.hitechbpo.com/blog/text-annotation-guide.php?utm_medium=referral&amp;utm_campaign=cc" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">hitechbpo.com/blog/text-annota</span><span class="invisible">tion-guide.php?utm_medium=referral&amp;utm_campaign=cc</span></a></p><p><a href="https://mastodon.social/tags/TextAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TextAnnotation</span></a> <a href="https://mastodon.social/tags/AITraining" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AITraining</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/NaturalLanguageProcessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NaturalLanguageProcessing</span></a> <a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a> <a href="https://mastodon.social/tags/DataLabeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabeling</span></a> <a href="https://mastodon.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Innovation</span></a></p>
HabileData<p>5 Effective Strategies for Data Annotation and Labeling for ML Projects</p><p>Learn how effective data <a href="https://mastodon.social/tags/annotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>annotation</span></a> techniques can enhance your ML projects. Read more:</p><p><a href="https://www.hitechbpo.com/blog/effective-ways-of-data-annotation-for-ml-projects.php?utm_medium=referral&amp;utm_campaign=cc" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">hitechbpo.com/blog/effective-w</span><span class="invisible">ays-of-data-annotation-for-ml-projects.php?utm_medium=referral&amp;utm_campaign=cc</span></a></p><p><a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/DeepLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeepLearning</span></a> <a href="https://mastodon.social/tags/DataLabeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabeling</span></a> <a href="https://mastodon.social/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://mastodon.social/tags/Automation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Automation</span></a></p>
HabileData<p>The Future of Image Annotation: Emerging Trends</p><p>The future of Image Annotation is here </p><p>Key Insights: <br>• Rise of automation in labeling for faster results <br>• Integration of deep learning for smarter annotations <br>• Real-time annotation for dynamic environments </p><p>Unlock how these innovations are shaping the next-gen AI models. </p><p><a href="https://datafloq.com/read/future-image-annotation/?utm_medium=referral&amp;utm_campaign=cc" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">datafloq.com/read/future-image</span><span class="invisible">-annotation/?utm_medium=referral&amp;utm_campaign=cc</span></a></p><p><a href="https://mastodon.social/tags/ImageAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ImageAnnotation</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputerVision</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/DeepLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeepLearning</span></a> <a href="https://mastodon.social/tags/Automation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Automation</span></a> <a href="https://mastodon.social/tags/DataLabeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabeling</span></a> <a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a></p>
Miguel Afonso Caetano<p>"Scale AI is basically a data annotation hub that does essential grunt work for the AI industry. To train an AI model, you need quality data. And for that data to mean anything, an AI model needs to know what it's looking at. Annotators manually go in and add that context.</p><p>As is the means du jour in corporate America, Scale AI built its business model on an army of egregiously underpaid gig workers, many of them overseas. The conditions have been described as "digital sweatshops," and many workers have accused Scale AI of wage theft.</p><p>It turns out this was not an environment for fostering high-quality work.</p><p>According to internal documents obtained by Inc, Scale AI's "Bulba Experts" program to train Google's AI systems was supposed to be staffed with authorities across relevant fields. But instead, during a chaotic 11 months between March 2023 and April 2024, its dubious "contributors" inundated the program with "spam," which was described as "writing gibberish, writing incorrect information, GPT-generated thought processes."</p><p>In many cases, the spammers, who were independent contractors who worked through Scale AI-owned platforms like Remotasks and Outlier, still got paid for submitting complete nonsense, according to former Scale contractors, since it became almost impossible to catch them all. And even if they did get caught, some would come back by simply using a VPN.</p><p>"People made so much money," a former contributor told Inc. "They just hired everybody who could breathe.""</p><p><a href="https://futurism.com/scale-ai-zuckerberg-incompetence" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">futurism.com/scale-ai-zuckerbe</span><span class="invisible">rg-incompetence</span></a></p><p><a href="https://tldr.nettime.org/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://tldr.nettime.org/tags/GenerativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenerativeAI</span></a> <a href="https://tldr.nettime.org/tags/Meta" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Meta</span></a> <a href="https://tldr.nettime.org/tags/ScaleAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScaleAI</span></a> <a href="https://tldr.nettime.org/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a> <a href="https://tldr.nettime.org/tags/DataLabeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabeling</span></a> <a href="https://tldr.nettime.org/tags/GigWork" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GigWork</span></a></p>
Miguel Afonso Caetano<p>"The production of artificial intelligence (AI) requires human labour, with tasks ranging from well-paid engineering work to often-outsourced data work. This commentary explores the economic and policy implications of improving working conditions for AI data workers, specifically focusing on the impact of clearer task instructions and increased pay for data annotators. It contrasts rule-based and standard-based approaches to task instructions, revealing evidence-based practices for increasing accuracy in annotation and lowering task difficulty for annotators. AI developers have an economic incentive to invest in these areas as better annotation can lead to higher quality AI systems. The findings have broader implications for AI policy beyond the fairness of labour standards in the AI economy. Testing the design of annotation instructions is crucial for the development of annotation standards as a prerequisite for scientific review and effective human oversight of AI systems in protection of ethical values and fundamental rights."</p><p><a href="https://journals.sagepub.com/doi/10.1177/20539517251351320" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">journals.sagepub.com/doi/10.11</span><span class="invisible">77/20539517251351320</span></a></p><p><a href="https://tldr.nettime.org/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://tldr.nettime.org/tags/GenerativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenerativeAI</span></a> <a href="https://tldr.nettime.org/tags/DataWork" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataWork</span></a> <a href="https://tldr.nettime.org/tags/DataLabour" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabour</span></a> <a href="https://tldr.nettime.org/tags/AIPolicy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIPolicy</span></a> <a href="https://tldr.nettime.org/tags/PoliticalEconomy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PoliticalEconomy</span></a> <a href="https://tldr.nettime.org/tags/DataLabeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabeling</span></a> <a href="https://tldr.nettime.org/tags/AIEthics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIEthics</span></a> <a href="https://tldr.nettime.org/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a></p>
HabileData<p>Boost Your ROI with Intelligent Image Annotation Outsourcing!</p><p>Outsourcing image annotation helps AI companies scale efficiently while ensuring accuracy and cost-effectiveness. </p><p>Discover how intelligent outsourcing can maximize your <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> success: </p><p><a href="https://www.habiledata.com/blog/intelligent-outsourcing-boost-roi-image-annotation-projects/?utm_source=pinterest&amp;utm_medium=referral&amp;utm_campaign=cc" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">habiledata.com/blog/intelligen</span><span class="invisible">t-outsourcing-boost-roi-image-annotation-projects/?utm_source=pinterest&amp;utm_medium=referral&amp;utm_campaign=cc</span></a></p><p><a href="https://mastodon.social/tags/ImageAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ImageAnnotation</span></a> <a href="https://mastodon.social/tags/AITraining" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AITraining</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://mastodon.social/tags/DataLabeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabeling</span></a> <a href="https://mastodon.social/tags/Outsourcing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Outsourcing</span></a></p>
HabileData<p>Future Trends In Text Annotation Automation and AI Enhancement</p><p>As AI evolves, so does the way we train it. Explore how automation is transforming the future of text annotation and what it means for <a href="https://mastodon.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a> accuracy and scalability.<br> </p><p>Read the full article here: </p><p><a href="https://hitechbpo.medium.com/future-trends-in-text-annotation-automation-and-ai-enhancements-dac72f1cfe46?utm_medium=referral&amp;utm_campaign=cc" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">hitechbpo.medium.com/future-tr</span><span class="invisible">ends-in-text-annotation-automation-and-ai-enhancements-dac72f1cfe46?utm_medium=referral&amp;utm_campaign=cc</span></a><br> </p><p><a href="https://mastodon.social/tags/TextAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TextAnnotation</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/DataLabeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabeling</span></a> <a href="https://mastodon.social/tags/Automation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Automation</span></a> <a href="https://mastodon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a></p>
CSBJ<p>🧬 Can AI fix the chaos in biological sample data?</p><p>🔗 Annotation of biological samples data to standard ontologies with support from large language models. Computational and Structural Biotechnology Journal, DOI: <a href="https://doi.org/10.1016/j.csbj.2025.05.020" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1016/j.csbj.2025.05</span><span class="invisible">.020</span></a></p><p>📚 CSBJ: <a href="https://www.csbj.org/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">csbj.org/</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/AIinScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIinScience</span></a> <a href="https://mastodon.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> <a href="https://mastodon.social/tags/Bioinformatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bioinformatics</span></a> <a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a> <a href="https://mastodon.social/tags/GPT4" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GPT4</span></a> <a href="https://mastodon.social/tags/BiomedicalAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BiomedicalAI</span></a> <a href="https://mastodon.social/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a> <a href="https://mastodon.social/tags/FAIRData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FAIRData</span></a> <a href="https://mastodon.social/tags/Ontology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Ontology</span></a> <a href="https://mastodon.social/tags/AIinBiology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIinBiology</span></a> <a href="https://mastodon.social/tags/DataInteroperability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataInteroperability</span></a></p>
HabileData<p>Achieve unparalleled accuracy in your AI models with our semantic segmentation services. </p><p>By precisely labeling every pixel in an image, we enable advanced applications in autonomous driving, medical imaging, and more. <br>Elevate your 𝐜𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐯𝐢𝐬𝐢𝐨𝐧 𝐩𝐫𝐨𝐣𝐞𝐜𝐭𝐬 with our expert solutions. </p><p><a href="https://www.habiledata.com/semantic-segmentation-services.php?utm_source=mastondon&amp;utm_medium=referral&amp;utm_campaign=cc" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">habiledata.com/semantic-segmen</span><span class="invisible">tation-services.php?utm_source=mastondon&amp;utm_medium=referral&amp;utm_campaign=cc</span></a></p><p><a href="https://mastodon.social/tags/SemanticSegmentation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SemanticSegmentation</span></a> <a href="https://mastodon.social/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputerVision</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/Annotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Annotation</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/Outsourcing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Outsourcing</span></a> <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a></p>
HabileData<p>Why Is Data Annotation a Game Changer for AI/ML Enhancement?</p><p>Accurate data annotation is the cornerstone of any successful AI or machine learning model. Without well-labeled data, even the most advanced algorithms can fail to deliver results. </p><p><a href="https://bit.ly/4dFLkQY" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/4dFLkQY</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputerVision</span></a> <a href="https://mastodon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://mastodon.social/tags/MLModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MLModels</span></a> <a href="https://mastodon.social/tags/Annotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Annotation</span></a> <a href="https://mastodon.social/tags/DataLabeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataLabeling</span></a></p>
HabileData<p>How To Remove Bias And Ambiguity In Text Annotation For Machine Learning</p><p>Want to improve your machine learning outcomes? Start by fixing what goes in. </p><p>Learn best practices, common pitfalls, and how expert annotators make the difference. <br>Read more: </p><p><a href="https://shorturl.at/Xrbae" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">shorturl.at/Xrbae</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/TextAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TextAnnotation</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://mastodon.social/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a> <a href="https://mastodon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a></p>
ResearchBuzz: Firehose<p>TechXplore: Third-party data annotators often fail to accurately read the emotions of others, study finds. “Machine learning algorithms and large language models (LLMs), such as the model underpinning the functioning of the platform ChatGPT, have proved to be effective in tackling a wide range of tasks. These models are trained on various types of data (e.g., texts, images, videos, and/or […]</p><p><a href="https://rbfirehose.com/2025/05/22/techxplore-third-party-data-annotators-often-fail-to-accurately-read-the-emotions-of-others-study-finds/" class="" rel="nofollow noopener" target="_blank">https://rbfirehose.com/2025/05/22/techxplore-third-party-data-annotators-often-fail-to-accurately-read-the-emotions-of-others-study-finds/</a></p>
Adrianna Tan<p>Multiple layers of cursed</p><p><a href="https://data-workers.org/roukaya/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">data-workers.org/roukaya/</span><span class="invisible"></span></a></p><p><a href="https://hachyderm.io/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://hachyderm.io/tags/Syria" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Syria</span></a> <a href="https://hachyderm.io/tags/DataAnnotation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataAnnotation</span></a> <a href="https://hachyderm.io/tags/Exploitation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Exploitation</span></a></p>