Mireia Torello, PhD’s Post

Looking forward to this session! My dear husband, Meysam Shaygan, will be speaking at the Bayreuth AI Association e.V. this Thursday at 18:00. He will be diving deep into the next generation of #EdTech, exploring how we can push boundaries to build truly intelligent, #AdaptiveLearning systems. Check out the original post below for all the details. 👇 Hope to see you there!

We’re excited to continue our guest talk series of the semester at the Bayreuth AI Association! Join us for a session on Building Truly Adaptive AI for Learning with Meysam Shaygan from Wissero, an AI and EdTech startup now part of Google for Startups programme. As AI systems become increasingly integrated into education and everyday learning, the challenge is no longer just building chatbots, but creating adaptive systems that can personalise, support, and evolve with the learner. In this talk, Meysam will explain how modern AI can move beyond static interactions towards truly intelligent and responsive learning experiences. 📅 May 21, 18:00–19:30 📍 Open Innovation Lab (ZAPF Building) – Nürnberger Straße 38, Bayreuth Whether you’re interested in AI startups, educational technology, or the future of adaptive learning systems, this is a great opportunity to learn and connect. We’re looking forward to seeing you there! #ArtificialIntelligence #MachineLearning #EdTech #AdaptiveLearning #Startups #Bayreuth #AI

Excited to share that my research paper, “IdeaCrafter: An Intelligent Machine Learning–Powered Chatbot for Personalized Entrepreneurial Mentorship and Startup Guidance”, has been successfully peer-reviewed and published in the International Scientific Journal of Engineering and Management (ISJEM) 📘✨ This project focuses on using Artificial Intelligence and Machine Learning to provide personalized entrepreneurial mentorship, startup guidance, and smart assistance for aspiring innovators and students 🚀 Building IdeaCrafter has been an amazing journey of learning, problem-solving, and applying AI to real-world challenges. 📌 Published in: Volume 05, Issue 04 (Special Issue) – April 2026 📌 DOI: 10.55041/ISJEM06779 📌 Area: Science & Technology 📌 Publisher: ISJEM Grateful for this achievement and thankful to everyone who supported me throughout this journey 🙌 Looking forward to building more impactful AI-driven solutions in the future 🌟 🔗 Published Paper: https://lnkd.in/gJpdaHeQ 📄 Paper PDF: https://lnkd.in/gNhs8a7m #ArtificialIntelligence #MachineLearning #ResearchPaper #Publication #Chatbot #Entrepreneurship #Startup #Innovation #FullStackDevelopment #MERNStack #AI #ISJEM #IdeaCrafter

I've been noticing a significant shift in the tech ecosystem lately, and it's all thanks to the innovative work of AI startups. What's striking to me is how these young companies are not just creating new products, but entirely new categories of products that are changing the way we live and work. From virtual assistants to predictive maintenance tools, AI startups are pushing the boundaries of what's possible with technology. As I explore the work of these startups, I'm impressed by their agility and willingness to experiment. They're not afraid to take risks and challenge conventional wisdom, which is leading to some remarkable breakthroughs. We're seeing AI-powered chatbots that can have surprisingly human-like conversations, and machine learning algorithms that can analyze vast amounts of data in real-time. These advancements have the potential to revolutionize industries from healthcare to finance. So, what's next for AI startups and the tech ecosystem as a whole? As we continue to see more advancements in AI, I'm curious to know: what are some of the most exciting AI applications you're seeing in your industry, and how do you think they'll impact the way we work in the future? #AIstartups #TechInnovation #ArtificialIntelligence

From Publication to Execution: How AI Is Narrowing the Research Commercialization Gap For many years, research publications ended in journals, university shelves, and online databases with little practical implementation. Universities produced enormous amounts of knowledge, yet only a small fraction became products, startups, policies, or scalable solutions. Today, that gap is rapidly narrowing because of Artificial Intelligence. Platforms like www.ResearchVenture.co.ke are helping researchers move beyond publishing into execution. Instead of stopping at a thesis or journal paper, researchers can now use AI to generate minimum viable products (MVPs), business ideas, prototypes, innovation roadmaps, and commercialization strategies directly from their findings. AI is reducing the barriers between knowledge and action. Tasks that once required large technical teams — such as product design, market analysis, software development, and validation — can now begin within hours. This allows researchers, students, and innovators to transform ideas into practical solutions much faster. The future of research will not only be measured by citations and publications, but by implementation, innovation, and societal impact. The researcher of the future will not just publish knowledge — they will execute it.

⚡ Meet the HEH startups! ⚡ We’re beyond excited to introduce HEH’s teams and the impactful learning solutions they’re building. Next up: better-ed 💡 What does your startup do? better-ed is a conversational AI assessment platform that gives teachers real visibility into how students think — not just the answers they submit. 💡 What problems does it solve? As generative AI makes it easier than ever for students to produce polished answers without genuine understanding, schools are left with a critical blind spot: they can't tell who actually learned something. Better-ed closes that gap by running oral-style assessment conversations at scale — the AI asks the follow-up questions, probes the reasoning, and surfaces what a student truly knows. It's built for the reality of today's classrooms, where the question isn't whether students use AI, but whether schools can still see through it. Read more about better-ed: https://better-ed.ai Powered by: University of Helsinki Helsingin kaupunki – Helsingfors stad – City of Helsinki Business Helsinki. #heh #helsinkieducationhub #edtech #startups #innovations #learningsolutions

OpenAI's Parameter Golf challenge just proved you don't need billions of dollars to build competitive AI models. The competition drew 1,000+ participants submitting 2,000+ models under extreme constraints — 16 MB total artifact size and a 10-minute training budget on 8×H100s. The top entry hit 1.12 BPB on FineWeb, beating the naive baseline by 8%. This is not an academic exercise. It is a strategic blueprint for the next phase of AI competition. Three takeaways for founders: 1. The "scale at all costs" era is ending. Winning submissions used GPTQ-lite quantization, per-document LoRA test-time training, and novel attention variants — techniques any team can adopt. If your AI budget assumes brute-force scaling, you are overpaying by 50% or more. 2. OpenAI turned a competition into a talent pipeline. By observing which techniques worked and who improved fastest, OpenAI gained direct access to top efficiency researchers at a fraction of traditional R&D cost. Your competitors are doing the same. 3. The AI efficiency market is projected to reach $10 billion by 2028. Startups that integrate these techniques fastest will capture disproportionate value. The window is narrowing. Audit your AI infrastructure this quarter. Teams that act now have a 12-18 month advantage. Full analysis → https://lnkd.in/g6FFnWjx --- Building AI infrastructure for your startup? This tool deserves a look: https://lnkd.in/gmd6cm6z #ArtificialIntelligence #Startups #AIStrategy #Entrepreneurship #SignalDailyNews

Democratizing AI Is the Next Big Mission Artificial Intelligence has the power to transform healthcare, education, business, manufacturing, agriculture, and human productivity at a scale never seen before. But one important question remains: Will AI be accessible to everyone — or controlled by only a few powerful corporations? If AI becomes centralized under monopolies: • Innovation may slow down • Costs could rise dramatically • Startups may struggle to compete • Developing nations could face technology dependency • Access to intelligence may become limited That’s why the future needs: ✅ Open-source AI ecosystems ✅ Decentralized AI infrastructure ✅ Affordable AI access ✅ Community-driven innovation ✅ Ethical and transparent AI development Just like open-source software changed the internet and computing industry, open AI can empower millions of developers, startups, students, and businesses worldwide. AI should become a global opportunity — not a controlled privilege. Inspired by the vision and innovation culture driven by leaders like Elon Musk, Sam Altman, Satya Nadella, Mark Zuckerberg, and open innovation communities across the world. At Toqse Technologies, we believe the next digital revolution must be open, collaborative, and accessible for humanity. #ArtificialIntelligence #AI #OpenSource #OpenAI #GenerativeAI #MachineLearning #Innovation #Technology #FutureTech #Startup #Entrepreneurship #DigitalTransformation #DecentralizedAI #AIInfrastructure #Business #Leadership #TechInnovation #StartupIndia #ToqseTechnologies #FutureOfAI

🚀 2026 is becoming the year of AI agents The AI landscape is evolving rapidly, and one trend stands out clearly: agentic AI. These are AI systems that can not only respond to prompts but also plan tasks, make decisions, and interact with tools to complete complex workflows autonomously. From startups to large enterprises, organizations are exploring how AI agents can transform operations — from customer support and software development to healthcare and education. This marks a shift from simple AI assistants to systems that can act as collaborative digital teammates. For developers, students, and tech enthusiasts, this creates a huge opportunity: the ability to build real-world AI applications is becoming one of the most valuable skills in today’s market. The future of innovation may not just be about using AI, but about creating systems that can think, act, and solve problems at scale. #ArtificialIntelligence #AgenticAI #Startups #Innovation #AIEngineering #MachineLearning #FutureTech #TechCareers

The AI Readiness Series is brought to you by Brampton Venture Zone by TMU , Smart & Biggar , Altitude Accelerator, Rogers Cybersecure Catalyst, Toronto Metropolitan University , the Brampton Innovation District , Algoma University and the National Centre of Excellence. For the general audience, startups, businesses, and anyone who wants to understand AI and what it means as it becomes embedded in our daily lives. Healthcare innovation carries unusual responsibility. Founders are not just shipping, they are entering clinical workflows, family systems, and policy environments where trust is hard-won and mistakes can have real human consequences. This session covers the technical fundamentals for building safe AI: how LLMs work, the risks that arise from their mechanics, and how to design around them. We'll examine what safety efforts actually work and how to sustain them as you scale. We'll also cover what responsible AI innovation looks like in practice: how to engage clinicians and policymakers early, how to make hard product decisions under uncertainty, and how to scale without losing sight of safety, quality, and care. Attendees will leave with a concrete framework for leading the development of innovative products that are credible, collaborative, and grounded in the realities of care. This is for startups building AI and Healthcare Date: May 27th, 12- 1:15 pm EDT Online only Join us! https://lnkd.in/gn2HRvTA