Iris.ai

#Startups in #BG:Iris.ai 👉 За идеята за софтуерни продукти 🖥 за оптимизация работата на научните работници в големи бизнеси, разказва Victor Botev, главен технически директор и съосновател на Iris.ai

За идеята за софтуерни продукти 👨🏻💻 за оптимизация работата на научните работници 👨🏻🔬 в големи бизнеси разказва Victor Botev, главен технически директор и съосновател на Iris.ai

In today’s competitive landscape, AI agents are revolutionizing knowledge management — helping R&D teams streamline research, optimize IP strategies, and stay ahead of evolving regulations. In our latest webinar, Iris.ai experts Michael Sica-Lieber, Ivan Tsenov, and Adriana Correia, PhD explored how AI-powered agents 𝐠𝐨 𝐛𝐞𝐲𝐨𝐧𝐝 𝐬𝐢𝐦𝐩𝐥𝐞 𝐜𝐡𝐚𝐭 𝐦𝐨𝐝𝐞𝐥𝐬 to retrieve, process, and synthesize complex information autonomously. 🔍 How do AI agents enhance efficiency? ✅ Accelerate research with automated literature reviews ✅ Strengthen IP strategy with smarter patent searches ✅ Ensure regulatory compliance with real-time tracking 💡 Read the recap and watch the full webinar now! 🎥👇 📺 https://lnkd.in/dCVbw6iP #AI #KnowledgeManagement #R&D #IntellectualProperty #RegulatoryCompliance #ArtificialIntelligence #Irisai #AIForScience

2025 will be the year businesses demand real value from their AI investments. Yet, traditional benchmarks like Perplexity and BLEU often fail to capture what truly matters in enterprise AI applications. In his latest article, Iris.ai CTO & Co-founder Victor Botev explores where these metrics fall short—and how organizations can adopt a more meaningful evaluation framework. 🔑 𝐊𝐞𝐲 𝐓𝐚𝐤𝐞𝐚𝐰𝐚𝐲𝐬: ✅ 𝐒𝐭𝐚𝐧𝐝𝐚𝐫𝐝 𝐦𝐞𝐭𝐫𝐢𝐜𝐬 𝐦𝐢𝐬𝐬 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐧𝐞𝐞𝐝𝐬 – While academically sound, common LLM benchmarks don’t measure domain-specific understanding, creativity, or compliance. ✅ 𝐒𝐲𝐧𝐭𝐡𝐞𝐭𝐢𝐜 𝐝𝐚𝐭𝐚 𝐢𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐞𝐬 𝐛𝐢𝐚𝐬 – Many models are trained on outputs from other LLMs, leading to feedback loops that reinforce inaccuracies. ✅ 𝐂𝐨𝐧𝐭𝐞𝐱𝐭 𝐬𝐞𝐧𝐬𝐢𝐭𝐢𝐯𝐢𝐭𝐲 𝐯𝐚𝐫𝐢𝐞𝐬 𝐚𝐜𝐫𝐨𝐬𝐬 𝐦𝐨𝐝𝐞𝐥𝐬 – Some models, like Meta’s Llama, excel at long-form reasoning, while others, like Microsoft’s Phi, might struggle with strict instructions. Choosing the right model requires understanding these nuances. ✅ 𝐃𝐨𝐦𝐚𝐢𝐧-𝐬𝐩𝐞𝐜𝐢𝐟𝐢𝐜 𝐞𝐯𝐚𝐥𝐮𝐚𝐭𝐢𝐨𝐧 𝐢𝐬 𝐤𝐞𝐲 – A financial institution should test how a model handles regulatory filings. A healthcare provider should assess its ability to interpret clinical notes. Tailoring evaluation scenarios is crucial. ✅ 𝐑𝐀𝐆 𝐭𝐞𝐜𝐡𝐧𝐢𝐪𝐮𝐞𝐬 𝐞𝐧𝐡𝐚𝐧𝐜𝐞 𝐫𝐞𝐥𝐢𝐚𝐛𝐢𝐥𝐢𝐭𝐲 – Retrieval-augmented generation (RAG) can improve model outputs by integrating external knowledge, helping LLMs provide more accurate and context-aware responses. 📌 𝐓𝐡𝐞 𝐁𝐨𝐭𝐭𝐨𝐦 𝐋𝐢𝐧𝐞: Public benchmarks offer a starting point, but businesses need a more 𝐧𝐮𝐚𝐧𝐜𝐞𝐝, 𝐫𝐞𝐚𝐥-𝐰𝐨𝐫𝐥𝐝 𝐞𝐯𝐚𝐥𝐮𝐚𝐭𝐢𝐨𝐧 𝐬𝐭𝐫𝐚𝐭𝐞𝐠𝐲 to ensure AI models deliver 𝐭𝐫𝐮𝐬𝐭𝐰𝐨𝐫𝐭𝐡𝐲 and 𝐝𝐨𝐦𝐚𝐢𝐧-𝐫𝐞𝐥𝐞𝐯𝐚𝐧𝐭 results. 🔗 Read the full article: https://lnkd.in/dXS-xQdv #AI #LLM #AIforBusiness #MachineLearning #RAG #AIInnovation #LLMEvaluation #ArtificialIntelligence #Perplexity #BLEU #Phi #Llama 

Victor Botev, our CTO & Co-founder, joined Bloomberg TV Bulgaria’s "Business Start" today, hosted by Hristo Nikolov, to discuss highlights from Ai Everything Global conference, the latest global AI investment trends, regulatory developments, and the role of open-source AI in driving innovation. 💡 𝐊𝐞𝐲 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬 𝐟𝐫𝐨𝐦 𝐭𝐡𝐞 𝐢𝐧𝐭𝐞𝐫𝐯𝐢𝐞𝐰: 🔹 𝐓𝐡𝐞 𝐌𝐢𝐝𝐝𝐥𝐞 𝐄𝐚𝐬𝐭 𝐢𝐬 𝐢𝐧𝐯𝐞𝐬𝐭𝐢𝐧𝐠 𝐦𝐢𝐥𝐥𝐢𝐨𝐧𝐬 in AI startups, offering grants (e.g., €2.5M in Saudi Arabia, €1.8M in the UAE) to attract talent and boost local economies. 🔹 𝐄𝐮𝐫𝐨𝐩𝐞’𝐬 𝐀𝐈 𝐥𝐚𝐧𝐝𝐬𝐜𝐚𝐩𝐞 𝐢𝐬 𝐞𝐯𝐨𝐥𝐯𝐢𝐧𝐠, with France leading investment efforts (€109B in private funding by 2031), while regulatory frameworks remain a challenge. 🔹 𝐁𝐮𝐥𝐠𝐚𝐫𝐢𝐚 𝐡𝐚𝐬 𝐩𝐨𝐭𝐞𝐧𝐭𝐢𝐚𝐥 𝐛𝐮𝐭 𝐧𝐞𝐞𝐝𝐬 𝐬𝐭𝐫𝐨𝐧𝐠𝐞𝐫 𝐀𝐈 𝐢𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞, with only two supercomputers limiting large-scale innovation. 🔹 𝐂𝐡𝐢𝐧𝐚’𝐬 𝐃𝐞𝐞𝐩𝐒𝐞𝐞𝐤 𝐚𝐧𝐝 𝐭𝐡𝐞 𝐨𝐩𝐞𝐧-𝐬𝐨𝐮𝐫𝐜𝐞 𝐀𝐈 𝐦𝐨𝐯𝐞𝐦𝐞𝐧𝐭 are reshaping global AI competition, enabling broader adoption and faster advancements. As AI continues to shape industries worldwide, Iris.ai is at the forefront of AI-driven research and innovation. Watch the full interview here: https://lnkd.in/dSbeZGtf #AI #ArtificialIntelligence #Innovation #TechTrends #BloombergTV

💡 𝐖𝐡𝐚𝐭 𝐢𝐟 𝐲𝐨𝐮𝐫 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐩𝐫𝐨𝐜𝐞𝐬𝐬 𝐜𝐨𝐮𝐥𝐝 𝐛𝐞 𝐟𝐚𝐬𝐭𝐞𝐫, 𝐬𝐦𝐚𝐫𝐭𝐞𝐫, 𝐚𝐧𝐝 𝐦𝐨𝐫𝐞 𝐞𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐭? On 𝐓𝐎𝐃𝐀𝐘 𝐚𝐭 4–5 𝐏𝐌 𝐂𝐄𝐓, join us for a 𝐥𝐢𝐯𝐞 𝐝𝐞𝐦𝐨 of 𝐑𝐒𝐩𝐚𝐜𝐞™ 𝐂𝐨𝐫𝐞, the AI-powered research suite that’s transforming how R&D teams work. 🎯 𝐈𝐧 𝐭𝐡𝐢𝐬 𝐰𝐞𝐛𝐢𝐧𝐚𝐫, 𝐲𝐨𝐮 𝐰𝐢𝐥𝐥: ✅ Learn how AI can accelerate exploratory research and extract insights from unstructured data. ✅ See real-time demonstrations of how RSpace™ enhances data analysis, contextual filtering, and knowledge extraction. ✅ Discover how AI-powered research tools are helping top organizations stay ahead of the competition. 📌 𝐂𝐚𝐧’𝐭 𝐚𝐭𝐭𝐞𝐧𝐝 𝐥𝐢𝐯𝐞? Register anyway, and we’ll send you the recording! 🔗 𝐒𝐚𝐯𝐞 𝐲𝐨𝐮𝐫 𝐬𝐩𝐨𝐭 𝐧𝐨𝐰: https://lnkd.in/diHhZ-ni  #AITools #Research #AIforResearch #Innovation #ArtificialIntelligence #RD

2025 will be the year when organizations increasingly look to gain value from the models they’ve invested so heavily in. By Iris.ai CTO & Co-Founder Victor Botev

Let’s start the week with some motivational wisdom! ✨ Here’s a #LifeMotto from Irina, Backend Engineer Intern at Iris.ai 💡 💬 "𝐒𝐭𝐫𝐞𝐧𝐠𝐭𝐡 𝐢𝐧 𝐤𝐢𝐧𝐝𝐧𝐞𝐬𝐬, 𝐰𝐢𝐬𝐝𝐨𝐦 𝐢𝐧 𝐩𝐚𝐭𝐢𝐞𝐧𝐜𝐞." Irina came across this thought on the internet a few years ago, and it deeply resonated with her. She believes that kindness and patience are the foundation of every good thing, guiding her through life’s choices. This motto serves as a reminder that true strength lies in empathy, and wisdom grows through patience. 💙 What’s your life motto? 

🌟 It’s time for #MeetTheTeam post again!🌟 Say hello to Irina Ahamad, our new Backend Engineer Intern at Iris.ai! 👋   Irina is currently studying Computer Science and has joined Iris.ai to work on an important upgrade to the Extract tool. Her work will enhance efficiency and reliability for our users, so keep an eye out for updates soon! 🔍 Irina’s journey into AI started at 14, when she and her friends set out to win a hackathon. They decided to pick the hardest topic they could find—Machine Learning! 🚀 Outside of work, Irina is a foodie at heart, with Indian cuisine ranking as her favorite 🍛When she’s not coding or cooking, you’ll find her hiking in nature or spending quality time with family🌿 When it comes to drinks, tea or coffee? The answer is simple — both, all the time! ☕ As for dream travel destinations, Spain is at the top of her list. She loves the sunshine, energy, and sangria and is currently learning Spanish! 🇪🇸☀️ A fun fact? As a child, Irina dreamt of becoming a butterfly — only to be heartbroken when she found out that wasn't a career option. 🦋💔 We’re thrilled to have Irina on board and can’t wait to see the impact she makes. Welcome to the team, Irina! 👏

In today’s fast-moving world, R&D teams need AI-driven tools to streamline research, extract deep knowledge, and stay ahead of the competition. That’s where RSpace™ comes in! Join our webinar on 𝐓𝐮𝐞𝐬𝐝𝐚𝐲, 𝐅𝐞𝐛𝐫𝐮𝐚𝐫𝐲 11 𝐚𝐭 4:00 𝐏𝐌 𝐂𝐄𝐓 and discover how Iris.ai’s RSpace™ Core —an AI-powered tool suite—can help you: ✅ 𝐒𝐭𝐫𝐞𝐚𝐦𝐥𝐢𝐧𝐞 𝐑&𝐃 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 with cutting-edge AI-based tools. ✅ 𝐂𝐨𝐧𝐝𝐮𝐜𝐭 𝐞𝐱𝐩𝐥𝐨𝐫𝐚𝐭𝐨𝐫𝐲 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡 and perform contextual filtering. ✅ 𝐄𝐱𝐭𝐫𝐚𝐜𝐭 𝐚𝐜𝐭𝐢𝐨𝐧𝐚𝐛𝐥𝐞 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬 from vast amounts of unstructured data. ✅ 𝐄𝐧𝐡𝐚𝐧𝐜𝐞 𝐩𝐫𝐨𝐝𝐮𝐜𝐭 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 and maintain regulatory compliance. Through practical demonstrations and real-life case studies, you’ll see firsthand how leading organizations are leveraging RSpace™ to drive innovation and efficiency. 📌 𝐂𝐚𝐧’𝐭 𝐦𝐚𝐤𝐞 𝐢𝐭 𝐥𝐢𝐯𝐞? Register anyway and get the 𝐨𝐧-𝐝𝐞𝐦𝐚𝐧𝐝 𝐫𝐞𝐜𝐨𝐫𝐝𝐢𝐧𝐠! 🔗 𝐒𝐢𝐠𝐧 𝐮𝐩 𝐧𝐨𝐰: https://lnkd.in/diHhZ-ni #AI #Innovation #Research #ArtificialIntelligence #CompetitiveIntelligence #KnowledgeManagement #RSpace #R&D #AIPoweredResearch