Valto Loikkanen的动态

?? Mapping the Gen-AI Product Landscape ?? In a recent essay, Matt Webb explores the evolving world of generative AI products and their user experiences. Here’s a quick rundown: ?? First-Gen AI Products: Back in 2022, when GPT-3 hit the scene, we saw the birth of AI tools that relied on three key capabilities: large context windows, structured generation, and real-time interaction. These capabilities shaped the early landscape, enabling products like automated copy generators and semantic search tools. ?? Today's Landscape: Fast forward to today, and we see four main user experience archetypes: ? Tools:?AI as a dependable assistant for generating content. ? Copilots:?AI working alongside users in apps, enhancing productivity. ? Agents:?Autonomous AI handling tasks with minimal user input. ? Chat:?Real-time, conversational AI acting as a peer. ?? UX Challenges: Each archetype presents unique challenges: ? Tools:?Ensuring reliability and seamless integration into workflows. ? Copilots:?Balancing AI assistance with user control. ? Agents:?Building trust and managing long-running processes. ? Chat:?Overcoming the affordances problem, making AI intuitive for all users. ?? Practical Applications: Matt has been using a detailed map to help clients navigate this complex landscape. It’s not just about finding answers but sparking productive conversations and innovative ideas. Read the full essay for a deeper dive and practical insights at https://lnkd.in/d3SGG3c9 #AI #UXDesign #GenerativeAI

?? Transform Your Daily Digital Experience with Algoritmi! ?? Imagine a day filled with discovery and connection—right at your fingertips. Algoritmi brings you the future of AI interaction, where your phone becomes more than just a tool; it becomes a gateway to exploring your interests and expanding your horizons. ?? Why Algoritmi? ?? Personalized Learning: Every interaction is tailored to your interests, from technology and science to art and history. ?? Engaging Content: Dive into daily insights, fun facts, and thought-provoking questions designed to keep you engaged and informed. ?? Seamless Integration: With Algoritmi, AI isn’t just responsive; it’s proactive, anticipating your needs and offering solutions before you even ask. ?? Whether you’re looking to stay updated on the latest tech developments, ponder philosophical questions, or explore historical events, Algoritmi is your perfect companion. ?? Ready to revolutionize how you interact with AI? Download Algoritmi now on the App Store and start a journey of endless possibilities! #Algoritmi #AI #Innovation #PersonalizedLearning #Tech #ExploreAI #DailyDiscovery ?#artificialintelligence

?? Unlocking the ???????????? of AI: A Journey to Proactive Customer Engagement and Lifelong Learning ?? Imagine diagnosing inner ear disorders as effortlessly as interacting with your favorite chatbot. In our rapidly evolving world, a groundbreaking machine learning model ?? is paving the way for early and precise diagnosis of Meniere’s disease, offering relief to patients worldwide. As AI and machine learning continue to transform our landscape, we must consider the existential threats highlighted by U.S. Rep. Don Beyer's call for international AI agreements. ? Explore the incredible intersection of machine learning and proactive customer experience: - Predictive analytics now anticipate customer moods, transforming support into an art ?? of emotional intelligence. - Envision an ?????????????????? virtual reality where interactions become memorable experiences, not mere transactions. - With a projected CAGR ?? of 36.2%, the machine learning as a service market is poised to be our globe's next frontier! Reflecting on my first AI project, I was both uncertain and enthusiastic about the unknown, akin to assembling a puzzle ?? with the universe’s future etched in its pieces. The takeaway? Harmonizing regulation with innovation is not just necessary—it’s ????????????????????. Generative AI isn’t just a trend; it’s a revolution in trust and ethics. How are you preparing your business to adapt to this ?????????? new world? ?? Join the conversation: What potential do you see in these AI advancements? Share your thoughts, like, and follow me for more insights! #AI #MachineLearning #CustomerExperience #PredictiveAnalytics #GenerativeAI #TechInnovation #FutureOfWork #DataScience Follow [Shailendra Kumar](https://lnkd.in/dGQVdCMF) for more insights.

Artificial Intelligence (AI) companions are more than just a trend—they're shaping the future of how we engage with technology and each other. ?? Ark Invest predicts this industry could hit $150 billion by 2030! With apps like Replika and SoulMachines gaining millions of users, it's clear there's a growing demand for AI-powered companionship. If you're developing an AI companion app, selecting the right Large Language Model (LLM) is critical. Whether you're focusing on casual conversation or complex emotional support, open-source LLMs offer a range of options. Here are the top 5 LLMs to consider for your AI companion: Hermes-3 Llama-3.1-8B: Offers balance between efficiency and depth for engaging conversations. Yi-1.5-9B-Chat: A larger model perfect for nuanced and complex discussions. InternLM2 5-7B Chat: Lightweight but impressive for projects where speed and efficiency are key. Humanish-Roleplay-Llama-3.1-8B: Ideal for creating AI companions that can simulate different personas and characters. OpenChat-3.5-1210: Designed for deep, immersive, and lifelike conversational experiences. To make the most of these models, fine-tuning is essential. Whether it’s mental health support or gaming, customizing your AI’s behavior enhances user experience and connection. ?? The AI companion market is just beginning to grow—this is your chance to be part of the next frontier! ??Subscribe to Seekme's newsletter at https://lnkd.in/gAJ8YBab #AI #AICompanions #LLM #TechInnovation #OpenSource #DigitalTransformation #FutureTech

?? The Future of Work & Digital Interactions: The Role of LLMs, AI Agents, and the New Era of Browser AI ?? ?? A New Era of AI-Powered Browsing The rapid evolution of Large Language Models (LLMs) and AI Agents is reshaping the future of work and our everyday digital experiences. Tools like the upcoming Dia Browser (https://lnkd.in/gRyUUz7K) are leading this shift by seamlessly integrating AI into our browsers. ??? Imagine This Future Picture having an AI that can: ? Book your flights ?? ? Handle registrations ?? ? Manage your holiday shopping ?? All done independently, reliably, and with precision. And it’s not just a distant dream. We've already seen a glimpse of this future through Anthropic’s computer use demo (https://lnkd.in/gBYmk48s). This future is fast approaching! With this leap in capability, there are profound questions to consider: ?? What interfaces do we expose to AI? ?? Who will use these interfaces—and why? ?? Which interfaces will we reserve for humans, and what role will they play in this AI-first world? If AI can handle entire workflows autonomously, we must rethink our approach to human-AI collaboration. Will we design systems where humans simply oversee AI workflows, or will there be moments when human intervention is essential for ethics, empathy, and decision-making? #AI #LLM #AIagents #FutureOfWork #HumanAIInteraction #Automation #UXDesign #EmergingTech #Innovation #TechThoughts #AIIntegration ??

If you’re dabbling in the world of AI it can be hard to know what tool could actually benefit you or your team, but I found the below article really helpful. Here are my top three takeaways: ??? Fit: Does the tool align with your specific needs? For me, it was about enhancing productivity without overwhelming the team ?? ROI: Will the investment pay off? I looked at both short-term gains and long-term benefits ?? Usability: Is the tool user-friendly? I needed something our team could adopt quickly without extensive training Don’t rush the decision. AI can boost productivity by automating those mundane tasks, but only if it’s implemented in the right way. #AI #BusinessGrowth #TechInnovation

?? Understanding the Uncanny Valley in AI: Some tips for Marketers and Product Creators Hey LinkedIn community! ?? Today, let’s talk about the Uncanny Valley—a concept every digital strategist and product creator should understand. The term refers to the eerie or uncomfortable feeling people experience when they encounter a humanoid robot or AI that looks or sounds almost, but not quite, human. This can be a significant hurdle when creating products, especially when leveraging advanced AI like the newly released GPT-4o. Why is it essential to avoid the Uncanny Valley? ?? User Trust: Trust is fragile. When users feel unsettled, they’re less likely to engage with your product or service. Adoption Rates: Products that trigger the Uncanny Valley often face slower adoption rates. People avoid what makes them uncomfortable. Brand Perception: Your brand could be perceived as “creepy” or “unnerving,” which is detrimental in the long run. So, how do we navigate this with GPT-4o? Human-Centric Design: Focus on creating user-friendly experiences that prioritize human emotions and natural interactions. Iterative Feedback: Continuously gather and act on user feedback. This helps in fine-tuning the AI to be more relatable. Gradual Integration: Introduce AI features slowly. Users need time to adapt. ?? Remember, familiarity breeds comfort. In time, as we use and refine GPT-4o, the initial discomfort will diminish. The key is to balance innovation with empathy. Let’s create products that make people feel good, not weirded out! ?? #DigitalStrategy #AI #ProductDesign #Marketing #GPT4o

Failing to get AI adopted? ???? 4 Reasons Users Might Reject Your AI ?? In the rapidly evolving landscape of AI, user adoption is critical to success. However, there are common pitfalls that can undermine trust and usability. Florian Becker, CEO of #wirecube, highlights key factors that can lead users to reject AI systems. ???? Read the full article to learn how to increase user acceptance of AI: Link in comments ?? Insufficient Transparency: When decision-making processes aren’t clear and sources aren't cited, users feel excluded and cannot trust AI results. ??Bad Error Management: Lack of clear error explanations or straightforward solutions can quickly irritate users, affecting their willingness to continue using the tool. ??Inexplicable AI Output: If users cannot understand how results are obtained or what they mean, trust in AI diminishes. ??Lack of Trust: Poor user experience design that fails to make AI feel safe, ethical, and compatible with personal values can lead to a profound loss of trust. Understanding these challenges is crucial for implementing AI systems that users will use and rely on. #AI #UserExperience #UXforAI #AITrust #UXDesign #AIAdoption

AI x Accessibility ? Accessibility is a fundamental right, yet it often takes a backseat in our digital world. AI is changing that by helping companies create inclusive products and services at scale. ?? What’s Changing: → AI enables seamless navigation for the visually impaired. → Businesses can deliver accessible web experiences with AI tools. → Ethical considerations and best practices are shaping the future of inclusive tech. ? Exciting Update: Starting next week, this weekly carousel will have a fresh, updated look as part of our official rebrand to The AI Report by Upscaile. Stay tuned for a more streamlined and engaging experience! ?? Discover how AI is breaking barriers and transforming accessibility with actionable strategies in our latest report! #AI #Accessibility #TechForGood #InclusiveTech #Innovation