Flavien Chervet

The article "Dispelling the Limitations of Education 5.0 and Outlining the Vision of Education 6.0" by SODECO SARL DRC (Pitshou Moleka, PhD), provides a comprehensive analysis of the current state of education (Education 5.0) and proposes a vision for its future iteration (Education 6.0). Education 5.0, characterized by learner-centered approaches and technology integration, is recognized for its advancements but also criticized for its limitations, such as a focus on standardized testing and a lack of real-world application. The author introduces Education 6.0 as a paradigm shift that emphasizes learner autonomy, holistic development, and a balanced integration of technology and human touch. For further collaboration with the author, potential implications of AI in this theme could be formulated as follows. 1. Personalized Learning: AI-powered tools can analyze individual learning patterns, preferences, and strengths to tailor educational content and experiences for each student. This personalized approach can enhance engagement and learning outcomes by catering to the specific needs of learners. 2. Adaptive Learning Systems: AI can create adaptive learning systems that dynamically adjust the difficulty and pace of instruction based on students' progress and performance. This ensures that learners are appropriately challenged and supported, leading to more effective learning experiences. 3. Intelligent Tutoring Systems: AI-driven tutoring systems can provide immediate feedback, guidance, and assistance to students, supplementing traditional teaching methods. These systems can adapt to students' learning styles and preferences, offering personalized support in areas where they struggle and accelerating their learning progress. 4. Data-Driven Decision Making: AI technologies can analyze vast amounts of educational data, including student performance, engagement levels, and learning behaviors, to inform instructional strategies and curriculum development. Educators can use these insights to identify areas for improvement, optimize teaching approaches, and enhance overall learning outcomes. 5. Virtual Learning Environments: AI-powered virtual reality (VR) and augmented reality (AR) technologies can create immersive and interactive learning environments. These virtual spaces enable students to explore complex concepts, conduct experiments, and engage in simulations, enhancing their understanding and retention of information. Through its comprehensive analysis and visionary insights, the article holds great potential to inspire meaningful change and improvement in educational practices worldwide. Also the integration of AI in education has the potential to revolutionize teaching and learning processes, making education more personalized, adaptive, and effective. #Education5point0 #Education6point0 #IntelligentTutoring #DataDrivenEducation #VirtualLearning #FutureOfEducation #ParadigmShift #TechnologyIntegration #EducationalInnovation

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Is AI Planet-centered designed? A couple of days ago I had the opportunity to discuss with Fanny Coste about the concept "Planet-centered design" and I have to admit that I had never heard about it before... 😅 I mean, I always focus on humanity while trying to develop and design a digital solution; nevertheless, I declare that I ofter forget to think on our planet as another stakeholder. Now, answering the first question. AI can be Planet-centered design and I invite you to have a look at #FrugalGPT model, for instance, which is a GPT Model that tries to optimize electricity consumption while being trained and executed so as to reduce the huge amount of energy we all consume while asking #ChatGPT to write an email for us. However, most of the #AI models are not #planet-firendly and this is going to be a big issue in the following years. This is why I already invite you to think about it and focus on the planet as our main stakeholder. 🍀 Sources: 1. https://lnkd.in/dbMcqvHb 2. https://lnkd.in/dR5jGvtq

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🚨 Anthropic has unveiled Claude 3.5 Sonnet, its latest advanced large-language model. A massive upgrade that you shouldn't miss 🔥 𝗣𝗹𝘂𝘀: It boasts 2x the speed of its predecessor at a fraction of the cost🤯 𝗪𝗵𝗮𝘁 𝘆𝗼𝘂 𝘀𝗵𝗼𝘂𝗹𝗱 𝗸𝗻𝗼𝘄: • Anthropic introduces 'Artifacts'’ enabling real-time interaction with Claude in a side panel workspace. • With this upgrade, Sonnet exceeds competitor models in key metrics, delivering twice the speed of Claude 3 Opus at just one-fifth of the cost. • It can be accessed for free on Claude and the Claude iOS app This upgrade surpasses competitors like GPT-4o across benchmarks for reasoning, code, math, and knowledge abilities and has also passed the ‘AI Mirror Test.’ 𝗪𝗵𝘆 𝗶𝘁 𝗺𝗮𝘁𝘁𝗲𝗿𝘀💥 This presents a major leap in AI capabilities, surpassing competitors like GPT-4o, Gemini Pro, and Llama. 𝗜𝘀 𝗦𝗽𝗲𝗲𝗱 𝘁𝗵𝗲 𝗢𝗻𝗹𝘆 𝗥𝗮𝗰𝗲? AI firms mimic Apple's marketing but face a tough reality. Frequent updates like Sonnet and Haiku can confuse users. This rapid release cycle feels rushed and may shift focus away from developing user-friendly AI solutions. What do you think? 🔔 Follow me for more updates.

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 Hugging Face and Sorbonne Université release a base and chat tuned open vision-language model (VLM) called Idefics2 at 8 billion parameters. They incorporate and detail the often overlooked and unjustified design choices in VLM development, which can greatly impact model performance. Through extensive experiments on pre-trained models, architecture choices, data handling, and training methodologies, they have come up with some great foundation to build on.   Key insights from their research highlight the importance of model architecture. The fully autoregressive architecture outperforms the cross-attention architecture when pre-trained backbones are trained, particularly when enhanced with Low-Rank Adaptation (LoRA) for stability. The research also underscores the significant impact of the quality of the language model backbone over the vision backbone on the final VLM's performance. Efficiency gains were achieved through strategies such as reducing the number of visual tokens with learned pooling and preserving the original aspect ratio and resolution of images, which maintained or even enhanced model performance on downstream tasks.   Idefics2 demonstrates state-of-the-art performance across various multimodal benchmarks, challenging models four times its size in efficiency and inference cost, making it a compelling option for real-world applications. The team also the trade-offs between compute efficiency and performance, particularly through techniques like image splitting during training, which allows for performance gains in tasks involving text extraction from images. The comprehensive evaluation of Idefics2 on benchmarks like VQAv2, TextVQA, OKVQA, and COCO allow us to determine the impact of various tradeoffs made in general VLM training. Arxiv: https://lnkd.in/e67RbEtk

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🔎 Beyond the Hype : how Web3 redefine #data #ownership for corporates ? I'm pleased to be speaker at Web3 Leaders Forum organized by Adan during the renowned EthCC conference in Brussels next week. This event will focus on Web3 in the real world, payment, digital identity, circular economy, video games, regulatory... Innovative use cases for industries to demonstrate that the Web 3.0 ecosystem is a fundamental movement for the economy, far beyond finance. I will give you a vision and concrete examples on how Web3 redefine data ownership for corporates in several dimensions, and how much this global movement is crucial when defining the new era of the web, especially with the increase of AI and data. We will explore how and with what results this (r)evolution is setting in motion the future to change the relationship between corporates and data for customers, employees and products : - rethink the #customer #experience using first party data and digital identity to engage and create powerful loyalty programs  - redefine #employee #engagement with digital passport, digital identity, credentials and digital assets ownership for their achievements  - guarantee #traceability and #authentification for products with tokenized digital product passport to be compliant and give transparency to the customers   I will give concrete examples that lead the change and that we accompany at Doors3 | Web3.0 Consulting in several industries in France and the Middle East. 👉 See you there : Web 3 In Real Life Track 🏛 Room: Lunch Pad On Wed 10/07/2024 | 10:20 AM - 10:40 AM If you are in Brussels and want to catch up, DM me ! Guillaume Moret-Bailly Julien Furlanetto Ludovic Dietrich Bilal EL ALAMY Clarisse Hagège Faustine Fleuret Jules Dubourg Laszlo S. BORGET Sebastien Mark Kepeneghian Florence Mouillard Adrien P. Donald Brouwer

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When art meets AI and robotics, a magical transformation occurs. My recent visit to Viva Technology in Paris allowed me to experience in-person how art can harness the power of robotics and AI. Patrick Alain Tresset, a contemporary French artist, is renowned for his performative installations, drawings, and generative computational works. His art delves into the representation of human experience using computational systems, robotics, and traditional media. Tresset's work prompts us to reconsider our perceptions when machines exhibit human behaviors and leave their marks on paper. The intricate dualism between robots and humans is theatrically displayed: robots act as actors, while humans become subjects. Through a form of mimesis, Tresset's robots exhibit human-like behaviors and physical characteristics. This exploration isn't just about technology or science; it's about the art itself, the scientific approach within his art, the artistic process, and the dynamic interplay between generative art and human interaction. Kudos to artists who embrace new-age technology in their art. #mondaymotivation #art

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AI entrepreneur Thibault Duchemin: "As our society embraces AI and its many potential applications, we must take steps to ensure the most powerful AI systems help humanity instead of harming it ... [Bill SB 1047] is a pro-innovation and pro-startup approach to tackling the difficult problem of making advanced AI as safe as possible." It's great to see figures in the tech industry - including those whose companies use AI in their products or services - call for meaningful AI regulation. Linked 🔗 in the comments, read Thibault's full op-ed in support of California's proposed Safe and Secure Innovation for Frontier Artificial Intelligence Models Act (SB 1047) in The San Francisco Standard.

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AI players arouse mistrust among the general public. The majority of Americans believe that companies specializing in Artificial Intelligence (AI) prioritize profits over security and ethics. According to a study from the Markkula Center for Applied Ethics at Santa Clara University, California, more than half of Americans believe that companies developing AI technologies are not ethical. And almost 90% of them would be in favor of stronger regulation. A strong sign, in a country that is rather resistant to administrative constraints. Despite this phase of strong adversity, the AI ​​sector could reverse the trend and restore its image. Markkula's survey shows that a large proportion of those questioned “like” AI: 48% believe that these technologies currently have a positive impact on their lives, and 45% are “very enthusiastic” or “rather enthusiastic” about the potential of AI for the future. Experts are also optimistic. But only after awareness and a radical change among players in the sector. No more Ethics-washing in AI! Is that conceivable? Read more in the article .... https://lnkd.in/dj5xUHhP #AI #profits #security #ethics #misthrust #study #regulations #positiveimpact #potential #future #radicalchange 

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What is the current situation of AI development in France compared to the rest of the world? What are its ambitions for the next five years? The French Artificial Intelligence Commission published a report that includes 25 recommendations, representing an overall commitment of 27 billion euros over the next five years in five main categories: collective appropriation, training and research; deployment of AI at the service of citizens; technological and industrial investment; dissemination of AI in the economy; and French, European, and global governance. Very interesting report, worth reading!

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💻 ✨ Use of #GenAI in education: a rubric of creative uses of GenAI by Françoise VAILLANT & Pascal Mériaux (Académie de Lyon), based on the #PPai6 creative AIED model. The #PPai6 model emphasizes six levels of creative engagement with AI in education, ranging from passive consumption to expansive learning supported by AI. #PPai6 (Margarida Romero, Simon Duguay, Sylvie Barma, Guillaume Isaac, Caroline Duret, Laurent Heiser, and Vivien Lake). #Edu_Num #Scol_IA Terra Numerica Maison de l'Intelligence Artificielle augMENTOR project #assessment #AIED 👉 https://lstu.fr/ppai6

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Welcome Deblock! The 1st startup to officially set up in Lille as part of the UK Business Centre Lille 🚀 The genesis of the project? The cryptocurrency startup – which offers the first current account that accepts euros and cryptos – was looking for a flexible solution to access the French market.   What made the UK Business Centre Lille solution so tailored to Deblock’s needs? ✅ Proximity to the UK ✅ Efficient railway infrastructures with the Eurostar to get to London and the TGV to get to Paris ✅ A developed IT ecosystem ✅ Available talent & skills ✅ Attractive real estate and payroll costs ✅ Flexible soft-landing solution with the UK Business Centre Lille   Discover more about Deblock’s expansion in Hauts-de-France by clicking on the link in the comment section down below 📰   Adriana Restrepo Jean Meyer Aaron B. Mario Eguiluz Alebicto Raphaël Labouré BCCI Lille Nik Haidar Nord France Invest   #cryptocurrency #finance #expansion #lille #ukbusinesscentre

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Reflecting on a conference held during Digital Women's Week on generative AI, biodigitalization, and the metaverse, organized by the MWF Institute and hosted by Pascale Caron. 🎤 Notable attendees included: Théo Campana from the Committee for the Promotion and Protection of Women's Rights in Monaco Dr. Yves-marie LE BAY, AI specialist at the EuropIA Institute Dr. Marie-Nathalie JAUFFRET (PhD), expert in biodigitalization at the International University of Monaco Manila Di Giovanni, CEO of DWorld VR The conference highlighted the challenges and opportunities of AI, emphasizing the importance of integrating women into technology and the need for adequate regulatory frameworks to manage these emerging technologies. (*)KEY POINTS (*): (*)WOMEN'S EMPOWERMENT IN TECHNOLOGY (*): The importance of gender equity in tech to counter algorithmic biases and enrich technological development. (*)GENERATIVE AI (*): A powerful tool for marketing and business management, which requires cautious and regulated use to avoid ethical issues. (*)BIODIGITALIZATION: Discussions on the ethical implications of creating digital personalities and the need for regulations to protect digital identity. (*)METAVERSE AND AI (*): Discussion on the potential of AI in the metaverse to transform virtual interactions and the geopolitical implications of these technologies. (*)CONCLUSION (*): The call for responsible adoption of generative AI technologies with a robust regulatory framework was a central theme, highlighting the potential technological lag for those who ignore these technologies, and the risks for those who adopt them without precautions. To succeed in this complex ecosystem, collaboration among all stakeholders is essential. Congrats WFI and Patricia Cressot for another high quality conference and putting the spotlight on women in tech! Manilla we can't wait to see Niccolò Paganini, famous Italian violinist and composer, virtually rise from the ashes in the Genoa Metaverse that you are currently working on with DWorld! #GenerativeAI #DigitalWomen #Biodigitalization #Metaverse #Technology #Innovation #TechDiversity #AIRegulation #FutureOfTech

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Voronoi Tessellation 🪰 Inspired by Nature 👇 What is it❓ Is a partitioning of a plane into regions based on the proximity to a set of points (seeds 🌱). Each of the generated region will contain one point and will be surrounded by its closest points regions. You can generate you own Dragonfly 🐉 here: https://lnkd.in/dfGNYZ6F thanks to the tool I developed and shared on ShapeDiver In 2️⃣D, we can see that the cell walls are perpedicular to the line connecting the seed points at its middle point. In 3️⃣D, the voronoi cells will be volumes and the line connectins seeds points will be planes. This tesellation can be seen in nature but it has applications in fields such us geography, computer graphics, biology, urban planning, problem optimization… 🚀 Simplifying, what Voronoi tessellation achieves is the subdivision of a space into zones of proximity to certain points. With this you can locate your closest pharmacy💊 in your city or nature can arrange cells🦠 allowing a correct irrigation of nutrients. Interesting fact 💡 During cholera pandemic in London, the mediacal researcher John Snow❄️, by marking the location of the homes of those who had died and making a Voronoi diagram he discovered the source of the epidemic🚑. The source was one of the water intakes that supplied some of the city's neighbourhoods collected contaminated water from the Thames🎡. Can you think of more applications for Voronoi tesellation❓Let us know 💬 Stay tune to know more about Geometry Insights 💡 10:00 CET 𝐼𝑓 𝑦𝑜𝑢 𝑙𝑖𝑘𝑒𝑑 𝑖𝑡, 𝑠ℎ𝑎𝑟𝑒 𝑖𝑡 𝑤𝑖𝑡ℎ 𝑦𝑜𝑢𝑟 🌐 𝑛𝑒𝑡𝑤𝑜𝑟𝑘 𝑎𝑛𝑑 𝑑𝑜𝑛’𝑡 𝑙𝑜𝑠𝑒 𝑖𝑡! → 🔖 𝑆𝑎𝑣𝑒 𝑡ℎ𝑒 𝑝𝑜𝑠𝑡 (··· 𝑆𝑎𝑣𝑒) #latticestructure #analysis #engineering

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With the surge of deeptech, “disruptive technology” has become a trendy expression. I personally related it to the exploration of new markets, huge value creation for customer, and complexity of the involved technology. It has little to do with all of these Avec l'essor de la deeptech, l'expression "technologie de rupture" est à la mode. Personnellement, je l'ai associée à l'exploration de nouveaux marchés, à la création d'une valeur considérable pour le client et à la complexité de la technologie concernée. Mais la vérité est ailleurs 🔺 A disruptive technology triggers a revolution that is life threatening for incumbent players 🔺 A disruptive technology has to improve its performance in an entry market before heading to the incumbent market 🔺 The incumbent is always aware of the existence of the disruptive technology which is sometimes born within his R&D department 🔺 The disruptive notion is relative : a technology can be disruptive for some players on a specific market but not for others Find out more about it here : https://lnkd.in/dtTZV9VT #disruptivetechnology #deeptech #technologiederupture #claytonchristiensen #clayton

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