CHAPTR

📢 Dive Into Our Latest Research Review 🔖 We’re thrilled to continue our Labs Team Series, where we dive into groundbreaking advancements from the forefront of AI and machine learning. 📚 Up next, we explore "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters," a revolutionary approach to time series forecasting (TSF). https://lnkd.in/d2BzxKaf Key Takeaways: 📌 Innovative Use of Visual Models: VisionTS leverages image-based models pre-trained on ImageNet to tackle time series forecasting — breaking away from previous reliance on text-based or time-series-specific datasets. The idea is that image pixels of natural objects contain various features of real-world time series, such as trends or seasonalities, which allow the image model to effectively model time series. 📌 Zero-Shot Forecasting: By framing TSF as an image reconstruction task using a visual masked auto-encoder (MAE), VisionTS achieves remarkable zero-shot forecasting performance, even outperforming existing TSF models - with no prior time-series training. 📌 State-of-the-Art Results with Minimal Tuning: VisionTS excels on long-term forecasting benchmarks with just one epoch of fine-tuning, showing high adaptability across multiple industries. Practical Applications: Energy Consumption Planning Market and Stock Forecasting Resource Demand Planning Weather Forecasting Traffic Flow Management While VisionTS currently focuses on univariate forecasting, it opens the door to more complex, multivariate applications in the future, potentially reshaping how industries approach forecasting tasks. 🔥 This initiative is part of CHAPTR’s commitment to turning complex research into actionable insights for real-world applications. #TechInnovation #AIResearch #TimeSeriesForecasting #MachineLearning #VisionTS #DataScience

⭐ Business Operations Manager 🗺️ Fully remote 💼 Enhance operations in a high-energy setting We're on the hunt for a Business Operations Manager with 2-5 years of experience, a knack for finance, and a passion for driving efficiency in dynamic environments. What's in store? ✨ Design and implement best-in-class operational processes ✨ Solve problems proactively and improve operational practices ✨ Work with a team dedicated to growth and continuous improvement ✨ Manage and optimize our business operations to ensure smooth and efficient functioning across all corporate functions." 👉 Apply now: https://t.ly/7Egzt #jobs #remotework #remote #work #openrole #hiring

🚀 Senior Product Manager  🗺️ Fully remote 📈 Drive innovative products in a dynamic industry We’re looking for an experienced Senior Product Manager who thrives in fast-paced environments and is passionate about building next-generation products. What's in store? ✨ Impactful projects with significant market reach ✨ Collaborate with cross-functional teams to deliver outstanding results ✨ A culture of innovation and continuous improvement Wanna be the hearts and brains of our products? 👉 Apply now: https://rb.gy/0smu62 #jobs #remotework #remote #work #openrole #hiring

💼 We're on the hunt for a talented Senior AI Engineer to join our dynamic team. Check out the image below for all the key details and the amazing benefits we offer. 📌 Apply here: https://rb.gy/7ou4tu #hiring #work #AI #remote #AIjobs

🚀 Alpha Testers Wanted 🚀 Exciting news from CHAPTR! Today, we're giving you a first glimpse on Squizy 🐙, CHAPTR's latest AI product. Squizy is a prompt compression tool designed to substantially reduce the API costs of Large Language Models like GPT-4. Easy to integrate, requiring just a single line of code, Squizy can reduce input tokens by up to 50% while maintaining output quality, leading to notable savings of up to 40% in LLM API costs. As part of our development process, we've conducted preliminary tests for Squizy with family and friends, achieving very promising results. Now, we're eager to expand our testing to include more diverse, real-world use cases from YOU🫵. 👀 Who we are looking for 👀 ➡ Companies leveraging an API from the GPT-4 model family ➡ Businesses with a chat-based use case (like e.g. sales agents) ➡ Users that are predominantly English-speaking Your feedback will be invaluable in guiding Squizy's final adjustments, ensuring it meets real-world demands and integrates seamlessly into varied business environments. 🤜🏾What’s in it for you? 🤛🏻 🚀 Early access to pioneering AI compression technology - at no costs. 🚀 A voice in shaping Squizy to fit your needs. 🚀 The chance to significantly reduce operational costs. 🖋️ How to join? 🖋️ Eager to be at the forefront of AI innovation while saving costs? Let’s talk. Comment below or shoot us an email at weare@squizy.ai to express your interest. Visit: squizy.ai 🐙🐙🐙 #ai #prompt #compression #llm #costs 

Our next CHAPTR 🚀 We are thrilled to introduce our newly launched website: https://www.chaptr.ai/ In recent months, we’ve been intensely focused on developing AI-driven solutions tailored to empower, innovate, and transform businesses around the world. 👀 Take a look and see what we’ve been up to! ↳ SQUIZY ↳ Reedy ↳ Noa ↳ LABS by CHAPTR Our website doesn't just showcase our projects; it also shines a spotlight on the brilliant minds making it all happen. Get to know the team of over 30 AI specialists at CHAPTR, whose commitment and expertise are shaping the future of work & technology. We’d love to hear what you think! Check out our site and let us know your impressions. #CHAPTR #AI #Innovation #FutureOfWork

This week, we had the great opportunity to take over Pan Macmillan’s AI@PanMac session. Our teams worked seamlessly together, not only to educate but also to witness real changes in our day-to-day operations. 🫂 Collaborations like these are invaluable. ↳ They not only enhance our skills but also inspire us to think creatively about future possibilities. A huge thanks to the Pan Macmillan team for making this happen. We’re excited about more collaborative ventures that will drive our growth and expand our horizons. 🚀 Laura Süß Ema Ilić, MSc. Theres Rommel Sara Lloyd Agnieszka Mikołajczyk-Bareła #Collaboration #Innovation #PanMacmillan #AIIntegration #FutureOfWork

📢 Read our Review Paper We're proud to launch a new series where our Labs Team (Alex Bielski & Dominykas Stankevičius) shares insights from the forefront of research. 📚 First up is our review of "Top Insights from LLMLingua2.” 🔗 https://lnkd.in/dsJmZeUq Key Takeaways: 📌 Reducing Costs and Enhancing Speed: - LLMLingua2 advances prompt compression techniques to lower costs and reduce processing times for users of large language models like those from Google, OpenAI, and others. 📌 Innovative Approach: - Departing from previous methods, LLMLingua2 uses fine-tuned smaller language models with a classification layer. This model was trained using a unique dataset created with GPT-4 and the MeetingBank dataset. 📌 Improved Usability: - While LLMLingua2 is significantly easier to integrate than its predecessors like the original LLMLingua, it maintains a robust performance that advances it beyond other general compression techniques. 📉 Considerations: Like any other task-agnostic prompt compression techniques, LLMLingua2 does face challenges with high compression ratios that can impact performance, which is a common issue in this specific field of research. 🔥 This initiative is part of CHAPTR’s commitment to turning complex research into actionable insights for real-world applications. #TechInnovation #MachineLearning #AIResearch #LLMLingua2 #DataCompression

Today is about The Synergy of AI & Human Expertise in Publishing 🧠 ✨ Andy Ländle, our Co-Founder & CPO, takes us through the evolving partnership between AI and human creativity in the publishing world. The conversation highlights cutting-edge tools that blend AI's capabilities with human insight, redefining how we uncover and distribute content. ❓Fascinated by AI's role in enhancing human creativity within publishing? ❓Keen to see how this integration is transforming the content ecosystem? We're on the cusp of a new era. The possibilities are limitless, and this is just the beginning. 🔽 #OurAIJourney #CreativeAI #AIinPublishing #InnovationInTech Holtzbrinck Publishing Group

Let’s talk about the Fusion of AI and Human Creativity. 🧠✨ Holtzbrinck Publishing Group's latest discussion, led by Darryll Colthrust, our CTO & Co-Founder, opens a fascinating window into how AI is set to revolutionize the creative process for authors, illustrators, and creatives alike. ❓Captivated by the idea of AI elevating artistic expression? ❓Curious about its impact on future content creation? Join us as we dive deep into the symbiotic relationship between AI and human creativity. The possibilities are endless, and the journey is just beginning. 🔽 #OurAIJourney #CreativeAI #AI #Tech