Polysense’s Post

I recently attended the Hasgeek #FifthElephant2024 GenAI and LLM conference, and what a fantastic platform it was! The event brought together leading tech minds, founders, and pioneers to discuss topics like modern vector databases, GraphRAGs, cutting-edge LLM architectures, and Indic LLMs. As the founder of an AI startup Vizal AI leveraging AI to solve real-world business problems, the elephant in the room for me has always been the need for robust evaluation and verification pipelines for Retrieval-Augmented Generation (RAG) applications. 🔍 Critical Need for Robust Pipelines: The non-deterministic nature of LLMs presents significant challenges in ensuring consistency, accuracy, and fairness. Without rigorous evaluation, these systems can produce unpredictable results, propagate biases, and defeat business objectives. Listening to various perspectives from academia and industry at the conference was enlightening. Many applications have adopted a 'human in the loop' approach, while others are building large deterministic systems as guardrails and evaluation pipelines. The community is also focused on improving foundational technologies which includes latest breakthroughs in GraphRAGs and exploring non-transformer-based systems like Mamba to address these issues. As more and more businesses looking to leverage AI technologies, tackling these challenges head-on is crucial for building reliable, fair, and effective systems. I’m excited about the potential solutions and look forward to more discussions and collaborations. If you have thoughts on this topic, I’d love to hear your insights! #FifthElephant #Hasgeek #GenAI #LLM #RAG #AI #MachineLearning

Happy Thursday to my LinkedIn network! Is anyone planning to attend the upcoming Ai4 conference in a few weeks? If you're going to be there, I'd love to put names to faces and meet up to exchange thoughts on current direction of the industry. Hope to see some of you there! #ai4conference #artificialintelligence #machinelearning #datascience

One week away! Looking forward to exhibiting and speaking at #Ai4 in Las Vegas next week. If you are attending, visit booth 506 to learn how Vérité will get your data AI-ready. #Ai4 #artificialintelligence #data

Novatech and five contributing energy companies are on track to finalize the Novatech NESSi® pilot project by the end of Q1, and we are ready for product commercialization. Be sure to visit the FOMO Renew Summit and Novatech's booth to learn about how machine learning models can be used to produce reliable, intuitive, and fast energy and emissions forecasts. You can also discover how they integrate with the Novatech NESSi®'s library of mitigation measures for immediate visualization of GHG emission reductions. Best of luck, Jane F. and Martin Myrvang! #Novatech #NovatechNESSi #EliminateEmissions

Welcome nüscale to SevaSpaces’ Thriving Co-Working Community! Today, SevaSpaces is delighted to announce the newest addition to our dynamic community – nüscale. About nüscale: nüscale was founded to revolutionize the way organizations harnessed the power of data. In the ever-changing landscape of technology, a group of visionary experts bringing unique skills and experiences united by their passion for Data & AI/ML and came together with a mission: “to accelerate digital transformation and empower businesses with invaluable insights.” As pioneers of the 'Data Led Transformation' trend, their founders saw data as more than just numbers; it was the key to unlocking untapped business value. With modern data platforms as their compass and advanced analytics as their guiding light, they set out to build data products that would change the game for their clients. Their team understands that scalability is the key to success in a rapidly evolving world and applications driven by Gen AI technologies are the enablers for innovation and sustainable growth. To learn more about nüscale:

One year ago today, Ahlame Douzal and myself were registering our company, Xpdeep, with the support of Université Grenoble Alpes, Linksium, Floralis, Centre national de la recherche scientifique, Bpifrance, GAIA- Grenoble Alpes Initiative Active, Auvergne-Rhône-Alpes Entreprises... We embarked on a mission to make our self-explainable deep learning framework available to private and public organizations worldwide, and benefits from its extraordinary impacts: Models developed using our platform are incredibly more efficient; they are leaner, less complex, faster, and outperform current state-of-the-art solutions in both power and accuracy.  The advantages of adopting Xpdeep are multifaceted:  - It instills trust among business users by providing AI developers and data scientists with the tools to transparently explain the workings of deep models.  - It ensures regulatory compliance, particularly with the EU AI Act and other local regulations governing critical systems, by facilitating the explanation of AI processes.  - It enhances risk management capabilities for finance and legal teams by offering insights into potential model failures when applied in real-world machines or software applications. With our team and with the feedback of our first customers, we are entering the second phase of our project with a double objective: make our technology stronger and stronger, and deploy our sales team in various parts of the world.  #AI #XAI #artificialintelligence #deeplearning #startup #Frenchtech #industry #temporaldata #timeseries

🎂 On March 29th, we celebrated the 1st anniversary of Xpdeep! What a journey it has been.   ✨ Five years of secret research at the LIG - Laboratoire d'Informatique de Grenoble at Université Grenoble Alpes laid the foundation for what Xpdeep has become today. ⚡ Our first year was dedicated to turning our lab tech into an industrial scalable solution while augmenting it with several innovations in AI. Xpdeep self-explainable deep learning framework is the first framework that can generate deep models that contain their own explanations. It lets data science teams and business users optimize deep models along 3 key objectives : 1. Higher performance, 2. Lower complexity, 3. Smooth deployment and integration into the real world.   🤸♀️ Today, our vibrant team has grown to over 15 members. We boast a dynamic commercial team and a robust development crew. We take pride in our progress and the significant technological advancements we've achieved.    🌟 This year alone, we’ve participated to 6 conferences and expos, uncovering more advantages of self-explainable models, pushing the boundaries of AI transparency, performance and trust. Being part of communities like Hub FranceIA and Confiance.ai has been a tremendous honor, providing us with invaluable support and insights. 🤝   🙏 We owe a debt of gratitude to our supporters, including Hewlett Packard Enterprise, Minalogic, iLab, #France2030, Bpifrance, Linksium, LIG, UGA, and more, for believing in our potential and being pivotal in our achievements.   💡 Here’s to many more years of innovation, growth, and making AI more transparent and trustworthy! Thank you to our incredible team, partners, and everyone who’s been a part of this journey. The best is yet to come! 🚀   #AI #XAI #ExplainableAI #SelfExplainableAI #artificialintelligence #StartupAnniversary #Innovation

Let's dive together into Clearbox AI's journey in the pages of yesterday's La Stampa, starting from the story of our CEO Shalini Kurapati, PhD! 🎉 Highlighting the narrative of AI innovation in Italy is always a great chance to foster technological potential in our territory. We already have great examples, like I3P - Innovative Companies Incubator of Politecnico Torino, which always supported our growth, and Politecnico di Torino, to name a few. Thank you, Paolo Varetto, for valuing our project and spreading the word about the benefits of synthetic data! Read the article here below 👇 (Lang: 🇮🇹) #Article #LaStampa #Innovation #SyntheticData

The AI Ecosystem Accelerator, run by NovaUCD and CeADAR Ireland was designed to nurture deep-tech AI start-ups to bring about the very best AI innovations. Enterprise Ireland’s Marina Donohoe and NovaUCD’s Michelle Doyle discuss Ireland’s new AI accelerator and what start-ups need to know including how to overcome challenges such as funding, regulations and the speed of acceleration within the space.    Learn more Silicon Republic: https://rebrand.ly/AI-Ac

Introducing #CivTechRound10 Wildcard Challenges! 🃏 Most CivTech Challenges start with a well-defined problem and outcome. Wildcard Challenges are different. They invite ideas that can effect change across broader themes and - potentially - on a much grander scale. For Round 10, we're focusing on how AI could positively impact our public services. We'll apply the same rigorous selection process and you'll join the full Accelerator, but with no set problem, you're free to dream even bigger. While we’re keen to hear how AI could offer solutions, we remain technology agnostic and will consider all truly innovative proposals. It's all about AI for Impact >> Wildcard Challenge 10.10 - https://lnkd.in/eErqK293 Wildcard Challenge 10.11 - https://lnkd.in/ebuqgxkq Aberdeenshire Council The Scottish Government Dumfries and Galloway Council #AIForImpact #ScotlandIsNow #TechForGood #Innovation