Pareto.AI

🚀 Exciting news: We have just launched expert AI/LLM training services at Pareto.AI! We are proud to introduce advanced data labeling, annotation, and evaluation services powered by elite data teams for AI businesses around the globe. Our mission has always been to empower professionals to deliver exceptional results for customers. As we transition into LLM training, human feedback and expertise take center stage. Our dedication to collaboration and high-quality data sets us apart in AI and LLM development. By placing elite data workers at the forefront, we ensure a nuanced approach to data evaluation, resulting in robust and effective LLM models. We have already completed successful projects with notable AI companies and aim to expand our footprint even further. Our offerings include RLHF for fine-tuning AI models, engine annotation, computer vision training, LLM hallucination testing, and more. Learn how we ensure model excellence through every phase of development by reading our latest blog below. Today marks an important new chapter in our journey, and we look forward to demonstrating our superior methodology to all our new customers! #ParetoAI #LLMTraining #AI #RLHF #LaunchAnnouncement

This week we sent out our sixth edition of People Watching, a newsletter to help you discover great, under-the-radar people. A few highlights from this edition: → Phoebe Yao is the founder of Pareto.AI, which helps with data labeling for AI & LLM training. They work with expert-vetted labelers who can help complete more complicated tasks than typical labelers would do. → David Li is a creative programmer who builds immersive, sometimes silly experiences that capture the magic of frontier technologies. → Alannah Connealy is the founder of Raena Health, which tests and treats hormone imbalances with a whole-person approach, from the comfort of your own home. → Jackson Oswalt is working as a hardware engineer this summer at Midjourney, where he’s building new physical computing interfaces. When he was 12, he built a nuclear fusion reactor. → Amir Bolous has done a wide variety of exploring, including backpacking for 2 months, training to run a marathon in 7 weeks for a bet, raising $8k off a viral tweet to run a reading retreat, playing with some numbers at the Stanford Cancer Institute, working early at Spellbound and Glide, and hosting a podcast. → Marley Xiong is a self-identifying curious person. She's done research at Harvard and interned in data science & machine learning at Google and Google X. She’s very interested in neurotech. → Stephen Fay works on the real-time signal processing for the ALBATROS radio telescope. He also occasionally writes poetry and fiction. → Somin (Mindy) Lee is an undergraduate student at the University of Toronto working towards a BASc of Computer Engineering, and planning to double minor in Robotics & Mechatronics and Bioengineering. Her research interests span from topics such as implantable devices and biomimetic soft robots to BCIs and ML. To see more of this, subscribe to the newsletter: pplwatching.substack.com. We've also included a form where you can recommend people you think we should feature. Thanks for reading and supporting! And stay tuned for some exciting updates coming soon. 🙂

Good news! 🎉 A few months ago, we shared our involvement in groundbreaking AI safety research with UCL, ML Alignment & Theory Scholars, and Anthropic. Today, we're thrilled to announce that this collaborative effort has been recognized with the Best Paper Award at the International Conference on Machine Learning (ICML)! Check out the brilliant presentation given by akbir khan on the ICML website: https://lnkd.in/gCHjQfa4 We're immensely grateful to have been part of this project. This recognition not only validates our hypothesis about the effectiveness of talent-first systems in complex data collection projects but also highlights the critical role of human expertise in advancing AI safety. Want to dive deeper into our methodology? Explore our case study on Pareto's role in gathering high-quality data for this award-winning research: https://lnkd.in/g_WH3z-t We're more motivated than ever to continue our mission of bringing human expertise to AI development in new and incentive-aligned ways. Here's to many more collaborations ahead! 🚀 #AIResearch #ICML2024 #BestPaperAward #AIOversight #ParetoAI

Happy Independence Day to our clients, colleagues, experts, and partners in the USA. Let's continue pushing boundaries and creating opportunities in the world of AI. #ParetoAI #IndependenceDay #AIInnovation #DataLabeling

Thank you for the kind words, Curtis Chin! Hearing positive feedback from esteemed researchers and scientists at the top of their field inspires us to keep pushing boundaries. At Pareto.AI, we are dedicated to delivering premium quality, ethically-sourced human data with unmatched speed and cost-efficiency. This recognition fuels our commitment towards building talent-first crowd work systems and a future where work is not just more accessible but also fulfilling. #AI #DataLabeling #QualityData #EthicalAI #TalentFirst #ParetoAI #RLHF

For today’s #EmployeeSpotlight, we wanted to introduce you all to Jose Miguel Lawas, affectionately known as Miggy, who is one of our most talented Project Managers at Pareto.AI 🌟 Based out of the Philippines, Miggy is a seasoned professional in software development, with extensive experience in various roles including coding, quality assurance, business analysis, and end-to-end project management. Miggy joined the company with the goal of contributing to AI with an emphasis on fair and ethical data collection practices. He quickly proved himself to be capable of handling complex projects and doing excellent work for our customers. If that isn't impressive enough, he's also a devoted father, actively raising his 14-month-old son. One can only imagine the pride his son will feel as he grows up, looking up to such an incredible role model. Thanks for all you do, Miggy! 💜 #ParetoAI #EthicalAI #RLHF #FutureOfWork #TalentFirst

🚀 Pareto.AI is growing! We are on the lookout for talented Project Managers to help us shape the future of AI. The ideal candidates for this role would be exceptional communicators with experience in data ops, data science, or AI research 🔍 You will lead key AI projects, coordinate with clients and stakeholders, and contribute towards improving our service offerings. 🌎 This role is fully remote, long-term, and open to applicants in the Philippines. Click here to know more/apply: bit.ly/paretoai-pm Spread the word! If you know someone who you think would be a great fit for this position, tag them in the comments below, and let's grow together! 🤝 #HiringAlert #ParetoAI #ProjectManagers #AIJobs #Hiring #JoinNow

Appreciate the mention, Weiting! 💜

At Pareto.AI, we've helped numerous customers maintain language model accuracy and prevent model drift by leveraging high-quality human training data. But... what is model drift anyway? 🤔 Imagine you’re playing a sport you’re great at, but suddenly, the rules change without you knowing. Your strategies that once led you to victory now lead to confusion and mistakes. Just like needing to learn the new rules and adapt, language models require regular adjustments to stay accurate. Model drift happens due to shifts in underlying data patterns, changes in user behavior, or emerging trends. To combat this, models require continuous monitoring, retraining with fresh data, and sometimes even structural updates to their algorithms. This week, we decided to write a blog on this very important topic. Learn how to spot and fix model drift in our latest blog post below! #MachineLearning #DataScience #ModelDrift #AI #ParetoAI #RLHF

For today’s #EmployeeSpotlight, we’re excited to introduce Zacharia Rupp, our Data Operations Manager! 🌟 🎵 Zach is a versatile talent—a writer, musician, and Data Science buff based in San Francisco, CA. Zach was drawn to Pareto.AI's emphasis on ethics in AI, which was a strong focus of his research while pursuing his Master's in Computer Science at the University of Illinois. He is driven to ensure that all systems at Pareto.AI align with his commitment to integrity. Zach oversees many of our key AI projects, ensuring we uphold our promise of providing high-quality and ethically sourced data. Zach's efforts have been fundamental to our success, helping us maintain the same level of exceptional service for all the customers we're fortunate to work with. Happy to have you, Zach! 💜 #ParetoAI #RLHF #TalentFirst #FutureOfWork #AITraining #EthicalAI