Co-creating with AI

2024 AI Milestones and What to Expect in 2025

Tue, 17 Dec 2024 10:30:19 GMT

In this episode of "Co-creating with AI," we reflect on the AI advancements of 2024 and project trends for 2025. We discuss the perceived plateau in model improvements and the exciting prospects of agent-driven AI. Our dialogue touches upon the proliferation of specialized models, enhancing our understanding of AI's evolving landscape. We also explore the role of "tool use" in AI, highlighting its increasing reliability and integration into AI systems through platforms like Composio. As we look forward, we anticipate further innovations in voice AI and the integration of multi-agent systems, setting a dynamic course for the next year.

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What is Model Context Protocol?

Tue, 10 Dec 2024 10:40:35 GMT

In today's episode of "Co-creating with AI," we delve into the groundbreaking Model Context Protocol (MCP) introduced by Anthropic. We explore how MCP facilitates seamless integration of large language models with diverse data sources like Google Drive and Salesforce. Throughout our discussion, we emphasize the protocol's potential to revolutionize tool access and data management for AI, underscoring the balance between open-source flexibility and secure data utilization. We also highlight MCP's role in enhancing AI's operational efficiency and its strategic positioning within the broader tech landscape, poised to empower developers and innovate on AI interaction paradigms.

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How AI is Transforming Coding and Software Engineering

Tue, 03 Dec 2024 10:45:32 GMT

In this enlightening episode of "Co-creating with AI," we delve into the transformative impact of AI on software engineering. We explore how AI coding assistants are reshaping the landscape, drastically reducing the need for manual coding and enabling engineers to focus on more strategic tasks. We discuss the potential of AI to amplify human capabilities, making the combined force of human and AI superior to either alone. Through real-world examples and thoughtful insights, we uncover how these advancements are not only enhancing productivity but also redefining what it means to be an engineer in today's rapidly evolving technological environment.

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AI Meets Consumer Habits

Tue, 26 Nov 2024 10:45:22 GMT

In this episode of “Co-creating with AI,” we delve into the transformative realm of AI-driven shopping, specifically discussing Perplexity’s new shopping feature. We explore its potential to revolutionize how we search for and purchase products directly through AI platforms, comparing it to traditional e-commerce experiences. We express excitement about the seamless integration of search and checkout processes and consider the implications for consumer habits and existing tech giants like Google. Our conversation reflects on both the promising aspects and the current limitations of this innovation, emphasizing its significance in the ongoing evolution of digital marketplaces.

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The Memory Blueprint: How AI Thinks and Remembers

Tue, 19 Nov 2024 11:00:00 GMT

In today's episode of "Co-creating with AI," we delve into the intriguing world of AI memory, discussing agents that remember. We explore how these AI agents use different types of memory - short-term, mid-term, and long-term - to enhance interaction and functionality. We share personal anecdotes reflecting our busy schedules and the rare, peaceful breaks that feel like brief retreats. Our conversation covers the implications of AI memory in practical scenarios and its potential to revolutionize how machines learn and interact. Join us as we unpack the complexities and exciting possibilities of memory in artificial intelligence.

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From Search to Solution

Fri, 08 Nov 2024 15:24:33 GMT

In today's episode of "Co-Creating with AI," we delve into the transformative impact of AI on search functionalities and the broader web and social dynamics. We explore how AI-powered search engines like OpenAI's Search GPT are reshaping the landscape by providing more relevant and contextually aware results, outperforming traditional models. We discuss the potential future of social media platforms integrating AI to enhance user interactions and the shift from search engines to answer engines. Our conversation also touches on the implications for privacy and personalization in this new era, highlighting the evolving relationship between technology and user data.

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AI and the Future of Workflow Automation

Fri, 01 Nov 2024 10:08:59 GMT

In today's episode of "Co-creating with AI," we explore the transformative potential of desktop agents and API futures. We delve into Claude computer use, discussing its capability to execute commands on desktop and web applications autonomously, showcasing how agents can manage tasks by interpreting screenshots. This innovation could potentially make traditional APIs obsolete by allowing agents to operate existing software built for humans. We speculate on the pervasive implications, including security considerations and the evolving role of AI in software development and operational tasks—a pivotal shift towards a more integrated and efficient technological environment.

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One person unicorn with AI?

Fri, 11 Oct 2024 12:44:38 GMT

In today's episode, we explore the revolutionary potential of AI in enhancing enterprise capabilities. We delve into the fascinating journey of integrating AI colleagues into business environments, emphasizing the autonomy and collaboration these digital entities provide. Our discussion highlights significant insights on managing AI worker interactions and balancing the human element within AI-integrated processes. By sharing experiences and projecting into future scenarios, we dissect AI's evolving role in transforming business workflows and decision-making processes. Join us as we uncover the profound impacts and the potential trajectory of AI collaboration in professional settings.

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Why you need an expert prompt engineer

Fri, 04 Oct 2024 07:07:34 GMT

In today's episode, we dive deep into the realm of prompt engineering and its essential role in interacting with AI. We explore how refining our skills in crafting precise prompts significantly enhances the AI's performance, making it a crucial skill for anyone working with AI systems. We discuss practical techniques and mindset shifts necessary for effective prompt engineering, emphasizing the need for clarity and detail to achieve reliable and smart outputs. Our conversation sheds light on the evolving relationship with AI, pushing us to become more adept at communicating with these sophisticated tools to unlock their full potential.

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Unveiling o1: Breakthroughs and Skepticism in AI

Fri, 27 Sep 2024 13:31:07 GMT

In today's episode of "Co-creating with AI," we delve into the revolutionary O1 AI model. We discuss its unique architecture that bypasses traditional scaling laws by introducing diversity at the inference stage. By exploring various technical aspects and potential applications, we marvel at O1's capacity for creativity and problem-solving within set constraints, highlighting its significance in advancing AI intelligence. We weigh in on skeptical perspectives and the implications of O1's capabilities, emphasizing its role in transforming industries and potentially outpacing previous models. Join us as we navigate the fascinating developments in AI, underscoring O1's groundbreaking impact.

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Hype vs Reality

Fri, 13 Sep 2024 10:00:13 GMT

In today's episode of "Hype vs Reality," we delve into the intricate landscape of AI advancements and the surrounding hype. We discuss real-world applications and the often misleading buzz that accompanies new AI technologies. Sharing personal stories and recent experiences, we explore the gap between AI's potential and its practical use. We critically analyze examples like the Flux model and the controversies in AI benchmarks, aiming to distinguish genuine innovation from mere noise. Through our conversation, we seek to equip our listeners with the insights needed to navigate the complexities of AI hype versus reality.

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Rumors, Speed, and AI Future

Fri, 06 Sep 2024 10:00:00 GMT

In this week's episode of Co-Creating with AI, we delve into the latest advancements and possibilities in artificial intelligence. We discuss rumors surrounding AI development, emphasizing significant improvements in speed and efficiency, and the potential cost reductions of using AI systems. These enhancements not only make AI more accessible but also increase its utility in complex processes. Moreover, we explore the implications of AI becoming more intelligent, foreseeing a notable shift in how quickly and effectively we can leverage AI for research, strategizing, and creative outputs. Ultimately, we reflect on the growing impact of AI on both professional and personal landscapes.

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Mastering AI Coding: Insights and Innovations

Fri, 30 Aug 2024 10:00:21 GMT

In this episode of "Mastering AI Coding: Insights and Innovations," we delve into the transformative impact of AI on coding. We explore how tools like Cursor and GPT-4 are reshaping the development landscape, making coding more accessible and efficient. We discuss the introduction of AI-driven features like multi-file editing and the implications for project management, emphasizing the seamless integration of AI into coding environments. We also touch on future trends, including the move towards more autonomous coding platforms. Join us as we navigate these advancements and their potential to revolutionize software development.

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Navigating Autonomy and Agent Tech

Fri, 23 Aug 2024 10:00:57 GMT

In today's episode of "Co-creating with AI," we dive deep into the transformative role of AI agents in technology. We discuss how these agents are not just tools but collaborators that enhance autonomy, allowing for more complex and iterative tasks. We explore their capability to learn from interactions, adapting and improving over time. Throughout the episode, we touch on how AI agents can handle sophisticated data-driven tasks, pushing the boundaries of what automated systems can achieve. By harnessing their potential, we foresee a future where AI agents significantly contribute to research, strategy formulation, and decision-making processes.

Links:

Multiply.co

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Agents and Agility

Fri, 21 Jun 2024 10:00:07 GMT

In today's episode of "Co-creating with AI," we delve into the fascinating world of agentic AI and explore the concept of agent technology. We discuss how agents, equipped with AI models, are designed to perform tasks with a degree of autonomy, going beyond single instructions to iteratively work towards goals. We highlight major frameworks like Microsoft's Autogen and share insights on building agents within our platform, Multiply. Our conversation touches on the importance of maintaining 'human in the queue' for effective and creative problem-solving, emphasizing the collaborative nature of AI agents in enhancing productivity and innovation.

Links:

Multiply.co

Rasmus@multiply.co

Martin@multiply.co

#microsoft #agent #artificialintelligence

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AI and the Future of Professional Services

Fri, 07 Jun 2024 10:00:35 GMT

In this episode of "Co-Creating with AI," we explore how AI is revolutionizing traditional industries and shaping new business models. We discuss the emergence of AI-native companies that harness AI's potential beyond mere tool creation, shifting towards substantive, value-driven services. We highlight examples from translation services to legal consultancies, emphasizing AI's role in accelerating efficiency rather than just automating tasks. Our dialogue also delves into how traditional firms and new entrysts using AI can disrupt established markets, underscoring the importance of staying competitive in a rapidly evolving landscape, where AI integration becomes a crucial factor for survival and success.

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Frontiers and Innovations

Fri, 31 May 2024 10:00:03 GMT

In this episode. we dive into the dynamic world of AI integration and its potential to reshape everyday interactions. As we explore, we discuss the evolution of AI technologies, like the chat GPT Mac App, and their growing accessibility. Notably, we highlight innovations in voice-activated AI and assess its transformative impact on user experience. Throughout, we underscore our anticipation for AI's ability to produce tangible outcomes in the real world, exemplified by AI-assisted devices and apps. Join us as we ponder the future of AI in enhancing life's various domains.

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The Future of AI Collaboration

Fri, 24 May 2024 10:00:19 GMT

In this episode of "Co-creating with AI," we delve into the evolving landscape of AI collaboration. We discuss recent advancements such as AI voice functions, digital avatars, and the implications of voice-assisted technologies. We explore how AI democratizes access to information and transforms workflows, emphasizing the iterative process of AI interaction and the potential for seamless human-AI collaboration. Significant mentions include OpenAI's latest developments, the impact on industries, and our vision for future AI applications that enhance creativity and productivity. Our conversation underscores the transformative power of AI in both professional and personal realms.

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Revolutionizing AI: OpenAI's Omni Model

Fri, 17 May 2024 10:00:52 GMT

In this episode, we delve into OpenAI's groundbreaking omni model and its implications for the future of AI. We discuss the model's multimodal capabilities, allowing seamless interaction with text, images, and audio. We marvel at the real-time voice interactions and potential applications, from personal assistants to meeting bots. We also reflect on OpenAI's strategic positioning and the anticipated competitive response from Google. Finally, we acknowledge the vast opportunities this innovation opens up, particularly for integrating advanced voice interfaces into various applications, highlighting our excitement for the future developments in AI technology.

Links: multiply.co

#business #chatgpt4 #openai

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Beyond Grad School Intelligence

Fri, 10 May 2024 12:28:11 GMT

In today's episode, we delve into the rapid advancements in AI, discussing its evolution from grad school to PhD-level intelligence across various disciplines. We explore the implications of these developments on future technologies and industries, highlighting the potential shift towards more autonomous, intelligent systems. The conversation touches on the critical transitions in computational power and inference speeds, with insights from leading tech figures. We ponder the transformative impact on software engineering, foreseeing a future where AI could dramatically optimize processes, enhance decision-making, and reshape how we interact with technology in our daily lives.

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Transforming Creative Processes

Fri, 03 May 2024 10:00:00 GMT

In today's engaging episode of "Co-Creating with AI," we dive into the transformative impact of AI on creative processes. We discuss our firsthand experiences with the latest AI technologies, highlighting its role in streamlining workflows and enhancing strategic and creative outputs in communication agencies. Our conversation reveals how AI models, integrated within structured workflows, not only accelerate but also enrich the content creation and strategic planning phases, turning complex data into actionable insights. By blending human creativity with AI's capabilities, we're shaping a future where collaborative tools empower teams to achieve more, faster and with greater precision.

Links:

multiply.co

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The Voice and the Robot Revolution

Fri, 15 Mar 2024 12:04:49 GMT

In today's exploration of AI, we delve deep into the current revolution of voice and robotics. We marvel at the advancements, particularly the figure openai robot demo, which astounds us with its humanoid form and real-time problem-solving capabilities. Our conversation extends to the intricate dance of voice AI—its capacity to discern intent, engage multiple speakers, and switch languages. We debate the emerging complexities of AI interaction, like the subtleties of social cues and emotional intelligence. With AI rapidly evolving, we ponder its integration into society, the shifts in human-machine communication, and the future of our digital companions.

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Unlocking AI's Practical Power with Oscar Beijbom

Fri, 01 Mar 2024 11:00:23 GMT

In today's engaging discussion, we dive into the transformative realm of AI with Oscar Beijbom, exploring the practical applications and future of machine learning. We converse about the intricacies of Nyckel, Oscar's platform that simplifies the development of AI functions, boasting impressive retention rates and enabling companies to rapidly deploy machine learning models. Discussing the state of AI, we grapple with the limitations of current technology in open-world scenarios and the potential of AI as a collaborative coworker rather than a sole decision maker. Together, we ponder the ethical dimensions of AI's capabilities and its role in shaping a tech-forward future.

Guest

Oscar Beijbom

Co-founder & CTO @ Nyckel | Ph.D, Machine Learning

Links:

https://www.nyckel.com/

https://www.multiply.co

#artificialintelligence #machinelearning #podcast

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AI Hits the Super Bowl: Mainstream or Hype?

Fri, 16 Feb 2024 11:00:16 GMT

In today's episode, we explore AI's pervasive presence at the Super Bowl, signaling its potential mainstream breakthrough. We discuss the transition from crypto to AI in ads, reflecting AI's integration into various aspects of life beyond tech circles. Delving into societal implications, we ponder whether AI's existential concerns will foster profound conversations on its ethical use. We reflect on AI's impact on the job market, foreseeing augmentation in work over replacement. Our discourse ranges from AI-assisted corporate diligence to scrutinizing governmental financial integrity, underscoring AI's double-edged nature as a tool for both progress and skepticism.

Links:

Multiply.co

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Multilingual Embeddings and Semantic Exploration

Fri, 09 Feb 2024 11:00:21 GMT

In today's engaging episode, we delve into the transformative power of multilingual embeddings and their application in AI co-creation. We marvel at how embeddings enable texts in diverse languages to coexist meaningfully in a singular vector space. The conversation extends to the potential of this technology to grant us unfettered access to a vast array of knowledge, irrespective of language barriers. We explore the practical uses of embeddings, from customer insight to AI routing, and speculate on their role in personalizing user experience. This technology's capacity for understanding and generating nuanced content has us truly excited for AI's trajectory.

Links:

Multiply.co

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Exploring AI: Strategy, Emotion, and Innovation

Fri, 02 Feb 2024 11:00:28 GMT

In this thought-provoking episode together with Johan, we delve deep into the transformative realms of AI strategy and emotional AI innovations. We share our experiences and the intriguing potential of AI in enhancing efficiency and personal growth. We discuss the integration of emotion analysis through multimodal AI, envisioning a shifted paradigm in user research that extends beyond mere transcripts to capturing the essence of human emotions. As we exchange insights on groundbreaking products like ElevenLabs.io and Meta's glasses, we contemplate the future role of designers in a world seamlessly intertwined with AI. We're on the cusp of redefining how we interact with technology, as AI becomes an extension of our own creativity.

Guest

Johan Salo

Design Leadership, AI, and Service Design at Ambition

Links:

https://ambitiongrp.com/

Multiply.co

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Designing the AI-Driven Future

Sun, 28 Jan 2024 20:20:50 GMT

In this insightful episode, we discuss the evolving landscape of AI in design and tech industries with our guest, Tomas Måsviken from Samsen. We explore the integration and impact of AI on consumer experiences and businesses, highlighting the need for a shift towards centralized user experiences. Through our conversation, we delve into the potential of AI to create proactive, personalized encounters and the implications for app silos. We stress the importance of using AI to enhance user experiences rather than resorting to command-driven interactions. Additionally, we consider the significant role of big tech companies in shaping future AI-driven platforms while pondering the design challenges ahead.

Links:

Multiply: Multiply.co

Samsen: https://www.samsen.se

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AI as the New Interface: Exploring the GPT Store Revolution

Fri, 12 Jan 2024 11:00:00 GMT

In today's engaging episode, we delve into the GPT Store and its potential to reshape software creation. We ponder whether AI interfaces herald an App Store moment, transforming how we interact with data and services. Discussing the value of custom GPTs, we explore the possibility of AI becoming an accessible operating system, enabling seamless enterprise integrations and personal assistance. We recognize the dual role of AI as both a new interface and integration platform, thereby changing the paradigm of app functionality. Our insights on AI's role in augmenting existing software and speculations on the industry's future leave us intrigued about what's on the horizon.

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Navigating AI: 2023 Reflections & 2024 Predictions

Sat, 06 Jan 2024 19:01:13 GMT

In today's episode, we delve into a retrospective of AI advancements in 2023 and share our projections for 2024. We marvel at the pace of the industry and how businesses are increasingly integrating AI into their operations. Specifically, we highlight the profound impact of multimodal AI and anticipate its mainstream acceptance. Open source contributions remain pivotal as we see a democratization of AI development. We expect AI to become an essential part of everyday business, much like email, and predict a surge in customer-facing AI applications. As we embrace these tools, we also prepare for potential societal concerns and aim to navigate them thoughtfully.

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AI Unleashed: Navigating Price, Power, and Potential

Fri, 05 Jan 2024 11:25:21 GMT

In this episode of "Co-Creating with AI," we delve into the dynamic realm of AI innovation. We share our latest experiments and workflows, expressing both excitement and frustration at the challenges of enforcing word limits on AI's verbose tendencies. Our conversations lead us to explore vertical software and AI's transformative impact on industries like healthcare and fintech, unlocking new, niche use cases by leveraging unstructured data. We also discuss recent developments like Google Gemini, the competitive advancements of MRLL, and the surprising cost efficiencies of AI - predicting a rapid decline in the cost of intelligence. We speculate on AI's potential to revolutionize government operations by streamlining protocols and documentation. Lastly, we touch on the prospect of personalized business tools powered by AI, pondering the future of apps and the evolution of search engines in an AI-dominated landscape. Join us as we navigate these thrilling changes, considering AI as both a challenge and an unprecedented opportunity in our digital society.

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AI and No-Code

Mon, 27 Nov 2023 21:56:45 GMT

In this engaging episode, we discuss the transformative impact of AI and no-code tools on building software products and startups. We explore the paradigm shift in how software is developed and deployed, and deliberate on the longevity of human roles in an automated future. Our conversation also touches on the strategic balance between frequent, risky releases and infrequent, assured updates. Moreover, we consider the essential human element of team dynamics, even in an increasingly digital workspace. Join us as we unpack these topics with our guest, revealing valuable insights for entrepreneurs and organizations alike.

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Embracing Change in AI: Strategies for Entrepreneurs

Fri, 17 Nov 2023 11:00:40 GMT

In today's episode, we delve into the dynamic world of the AI industry, sharing our strategies for navigating its rapid evolution. We emphasize the importance of forecasting future advancements while addressing immediate customer needs. This dual focus is crucial for entrepreneurs looking to stay ahead in AI. We also discuss leveraging and anticipating improvements from AI powerhouses like OpenAI, and the potential pitfalls of competing against such entities. Touching on topics from optimization to UI design, we offer insights on future-proofing AI ventures and the value of unique, user-centric approaches in an increasingly automated landscape.

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AI Breakthroughs: Turbo-charged by OpenAI

Fri, 10 Nov 2023 11:00:33 GMT

In this episode, we delve into the recent releases from OpenAI's maiden developer event. We cover the significant enhancements rolled out for GPT-4, the strategic price cuts, the incredible Turbo mode, the improved voice capabilities and the strides made in image generation. We ponder upon the societal benefits and ethical aspects related to AI, and underline how these breakthroughs simplify workflows, empower developers and seamlessly merge AI with our daily lives. We conclude with OpenAI's unwavering dedication to spearhead AI progress, thereby creating a positive ripple effect for businesses and the society at large.

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DIY AI: The Power of Self-Hosting

Fri, 03 Nov 2023 11:00:34 GMT

In this episode, we delve deep into the pros and cons of hosting your own AI models versus using APIs. We firmly believe that hosting our own models provides greater flexibility and control, despite its challenging nature and need for more technical acumen. On the contrary, APIs, while convenient and fast, may pose restrictions in customization and may be cost-intensive. We emphasize the crucial role of reliability, latency, and data privacy in the decision-making process and suggest that the choice ultimately boils down to individual use-case specifications and requirements.

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Stability in AI: Harnessing Data Power

Fri, 27 Oct 2023 10:00:58 GMT

In this episode, we delve deep into the topic of AI stability and robustness, discussing the significance of data and instructions for improved results. We shed light on the crucial role of context in content generation while also exploring the importance of safeguarding confidential data and understanding the potentials in foundational models. We also share some challenges in broadening the context windows and the possibilities in integrating vector databases for data retrieval. We emphasize the importance of boosting instruction-stream resilience, especially in settings vulnerable to malicious use. Above all, our conversation revolves around practical AI applications and the necessity of building sturdy and resilient production systems.

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AI Workflows: The Key to Unlocking Business Value

Fri, 13 Oct 2023 12:00:41 GMT

In this insightful episode, we examine real-world business applications for AI, exploring ways it can bolster productivity and efficiency in various workflows. By mitigating repetitive and complex tasks, the AI tools not only expedient but also integral in advancing user-adoption. We anticipate a future where AI is not only embedded but offers extensive ability to perform tasks and offer suggestions, enhancing user experience and productivity.

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Shaping Our Daily Lives with Multimodal AI

Fri, 06 Oct 2023 10:02:15 GMT

In today's episode, we delve into the exciting world of multimodal AI and its integration into our daily lives. With a spotlight on Meta's innovative strides forward and speculations about the implications of AR glasses, we present a comprehensive view on this trailblazing technology. The potential fusion of AI and robotics paints a thrilling picture of the future, leaving us eager to explore what comes next.

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Multimodality Unleashed: A Deep Dive into AI Integration

Sat, 30 Sep 2023 16:43:57 GMT

In today's episode, we delve into the realm of multimodality in AI. We discuss how AI can comprehend and generate various forms of data like text, images, and audio. Some potential applications of this technology include a chat interface capable of image generation and AI that can comprehend and generate code from whiteboard drawings. We also explore the transformative potential of fusing various modalities within an AI model, impacting how we communicate and interact with technology. Multimodal AI presents us with novel opportunities for human-AI interaction and could lead to significant industry-wide shifts.

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Echoes of Reality: When AI Voices Blur the Lines

Fri, 22 Sep 2023 10:00:00 GMT

In this episode, we delve deep into the intriguing realm of voice cloning and the potential of AI. We discuss the possibility of AI mimicking a human to such precision that interactions could feel eerily real. As we project into the future, we contemplate the implications of real-time deep fake videos and how AI, driven by valuable data, might reshape relationships and business models. Drawing inspiration from sci-fi, we explore the inevitable convergence of AI and human interaction through voice, text, and possibly in augmented or virtual realities. This leads us to ponder the multifaceted ways AI might express itself beyond traditional interfaces.

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Unlocking Potential: The Future of AI in Open-source

Fri, 15 Sep 2023 14:39:56 GMT

In this episode, we have an insightful conversation about Open Interpreter, its exciting potential, and how it can revolutionize our interaction with technology. We discuss how AI, acting on our behalf, can leverage open-source tools to perform tasks more efficiently and tailor them to our specific needs. We delve into how AI could serve as an ultimate User Experience (UX), pushing towards a future where software responds to our intents rather than specific commands.

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Blending Code and Cola: The Rise of AI Co-Creation

Fri, 08 Sep 2023 10:20:45 GMT

In our latest "Co-Creating with AI" episode, we explore the nuances of AI models in coding. We differentiate between training a model from scratch and fine-tuning an existing one, emphasizing that fine-tuning builds on a model's current capabilities. Our discussion highlights the increasing role of AI in mainstream industries, exemplified by Coca-Cola's new AI co-created flavor. Throughout, we exchange insights and delve into the growing influence of AI in co-creation, showcasing the evolving synergy between humans and AI.

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AI: The Great Equalizer or Job Market Disruptor? Navigating the Future of Work

Fri, 01 Sep 2023 10:00:00 GMT

In today's episode, we delve deep into the transformative impact of AI on the job market, particularly in the realm of knowledge work. We discuss how AI is not just a tool for specialists but also a game-changer for generalists, enabling them to become more specialized in various fields without spending years acquiring expertise. We're fascinated by the idea that AI can make us "generalist specialists," allowing us to be competent in multiple areas at once.

We also explore the adoption rate of AI tools like ChatGPT, noting that while it may seem like "everyone is using AI," the reality is that we're still in the early stages of the adoption curve. According to a report, only 2% of the U.S. population has tried ChatGPT, and 15% of those found it to be a game-changer. We ponder whether this slow adoption rate is due to a lack of awareness or perhaps even fear of AI, perpetuated by "AI doomers" who may want to keep the technology's advantages to themselves.

We're particularly intrigued by the global implications of AI adoption. We discuss how AI could serve as an equalizer in the global job market, much like globalization did for manufacturing. For instance, a copywriter in India could potentially produce work at a quality and speed that would make them competitive with copywriters in more developed markets, thereby increasing their earning potential.

We also touch on the future, speculating on how growing up as "AI natives" might affect the next generation's approach to work, education, and life in general. We consider the rapid pace of technological change and how it's crucial for educational institutions to keep up.

In summary, we believe that AI has the potential to be a great equalizer in the job market, but also acknowledge that we're still in the early stages of this transformation. Whether it's a boon or a bane will largely depend on how quickly people adapt to it and how equitably its benefits are distributed. It's a topic that raises more questions than answers, but one thing is clear: the impact of AI on the job market is a subject that warrants ongoing discussion and scrutiny.

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Deciphering AI Context: Unraveling the Mystery of Language Models

Fri, 14 Jul 2023 12:10:24 GMT

In this episode of our podcast, we engage in an in-depth exploration of how AI models, particularly language models like GPT-3 and GPT-4, understand and handle context. Our conversation unravels the complexities of these models, the data they're trained on, and how they use this data to generate responses. We make it clear that these models don't understand context the same way humans do, lacking an innate understanding of the world, personal experiences or an internal model of reality.

We delve into the reality of AI, dispelling the notion that these models 'think' in the way humans do. We emphasize that AI models are impressive pattern matchers but are essentially devoid of any genuine understanding or consciousness. They are simply algorithms running on massive amounts of data and don't possess beliefs, feelings, or intentions, despite sometimes appearing to.

We discuss the fascinating aspect of co-creation, in which users and AI collaborate, using the model's capabilities to create new content, design systems, write code, and more. As we engage with the AI, our input provides the context necessary for the AI to generate relevant and meaningful output.

Moreover, we stress the importance of transparency in AI's thought processes. As AI models are used for more advanced tasks, the ability for them to explain their decisions becomes more vital. However, we acknowledge the challenge that the reasons AI generates may not necessarily align with its actual decision-making process, as understood by humans.

Lastly, we highlight the power of the chat interface as a medium for AI interaction. We agree it's like the first step, akin to the terminal in the early internet days, and anticipate a future where more advanced, co-creative interactions are commonplace.

We conclude the episode by emphasizing the beautiful complexity of developing AI services and the exciting challenge of designing user experiences that take both technical aspects of AI and human behavior into account. The next big user experience for AI remains an open, tantalizing question.

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Unlocking Data Flexibility and Graph Relationships: Exploring the Power of XTDB

Fri, 30 Jun 2023 19:18:23 GMT

In this episode of "Co-Creating with AI," we have our guest Malcolm Sparks, the founder and CTO of JUXT, discussing the database they use called xtdb. The conversation revolves around the early days of the internet and the concept of co-creation. We explore how the web initially started as a read-write platform, where websites were like Google Docs that anyone could edit. It was a more open and collaborative environment compared to the broadcast-style mass media. We touch upon the transition to web 2.0, where social media and platforms allowed more people to become publishers, but the true essence of co-creation started to fade away.

Malcolm shares his personal experience of discovering the web in the mid-90s, where Netscape Navigator and Mosaic were popular browsers. He describes the excitement of exploring new websites every day and the freedom to edit HTML pages as if they were Google Docs. The web was all about linking and discovering new content, promoting an open and surf-like experience. However, as the web evolved, the focus shifted towards complex web apps with limited editing capabilities, making it challenging to learn from the source code.

The conversation then moves towards xtdb, a database developed by JUXT, which combines the best features of relational and graph databases. Malcolm explains that xtdb embraces the free-form and schemaless nature of the early web, allowing users to store documents of any structure. It provides the flexibility to evolve and change data models over time, just like how websites were constantly updated and linked in the early days. Xtdb enables co-creation by empowering users to adapt and refine their understanding, make mistakes, and change their minds without being bound by rigid structures.

The episode delves into the unique aspects of xtdb, such as its graph database functionality and bidirectional links. We discuss the significance of bidirectionality in knowledge management and the challenges of implementing it in an open system like the web. Malcolm also touches upon the concept of property graphs, where every value in a document can optionally serve as the identity of another document, allowing for flexible and interconnected data models.

The episode highlights the co-creative nature of the early web and how it influenced the development of xtdb. The discussion revolves around the importance of open and collaborative environments, the evolution of data models, and the need for flexible databases that support co-creation and adaptability. We want to thank our guest, Malcolm Sparks, for his insightful contributions and also to our listeners for their continuous engagement.

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Unleashing Creativity: Exploring AI as a Collaborative Co-Creator

Fri, 23 Jun 2023 10:00:37 GMT

In this thought-provoking episode, we delve into the innovative intersection of AI and creativity. From discussing AI as a co-creator rather than a tool, to exploring the nuances of trust in the human-AI relationship, we challenge traditional norms and open doors to new possibilities. Listen in as we navigate the digital landscape, highlighting the transformational impact of AI on creativity, innovation, and beyond.

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AI-Native and Autonomous Apps

Fri, 16 Jun 2023 23:10:00 GMT

In this episode of our podcast, Co-creating with AI, we delve into the concept of AI native apps and their potential for autonomy. We begin by discussing our definition of AI native apps, which revolves around the idea that everything a user can do with a keyboard and mouse should also be doable by AI – effectively opening up new possibilities for app development.

As we explore the notion of AI native apps, we touch upon Adobe Firefly as a prime example of a feature within Adobe Photoshop that brings AI native capability. We contemplate how AI can become autonomous agents, working directly with the backend of an app and executing complex tasks based on given prompts.

Rasmus mentions an example involving a game engine like Roblox or Unity, where an AI-driven workflow could help in expanding the game's development process. We debate on whether autonomy is a requirement for AI native apps, and how this autonomy could enable co-creation with AI.

Towards the end of the episode, we establish a connection between AI native and autonomous AI, concluding that combining these two concepts could lead to purposeful co-creation with AI. The idea of purposeful autonomy resonates with us, and we propose discussing this further in a future episode.

#business #AI #cocreating

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AI-native interfaces and products.

Mon, 12 Jun 2023 09:13:30 GMT

In this episode of Co-creating with AI, we discuss the current state of AI and focus on how AI can be integrated into different aspects of our lives, especially when it comes to repetitive knowledge work. We explore the idea of AI-native applications, highlighting how the development of AI-centric user interfaces and experiences can revolutionize the way humans work and co-create with AI.

We begin by identifying the capability of AI models, such as language models, which have made it possible to automate repetitive knowledge work. We emphasize that these AI models are more than just assistants, but rather work with humans in organizing and creating knowledge. We also touch upon how some interfaces, such as Adobe Firefly, have started to implement AI in their specialized tools.

By considering the state of AI as an assistant, we ponder how it can be optimized for co-creation between humans and AI. We conclude that to do this, AI must be part of an interface that is both adaptable and suited for organizing and creating content. Our discussion leads us to introduce and explore the concept of AI-native applications, and how rethinking UI and UX for this new world of AI could lead to new collaborative designs and use cases.

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Multiplying Human Potential

Fri, 02 Jun 2023 14:30:00 GMT

In this episode of Co-creating with AI, we explore the long-term vision of Multiply and how it aims to fulfill unlimited human potential, both for individuals and humanity as a whole. We discuss how Multiply is built on the foundation of a global collaboration graph, where every person and AI can co-create together, breaking down the silos of traditional collaboration tools.

We express our excitement for the multimodal and multi-model capabilities in Multiply, allowing users to work with multiple AI models and various formats such as text, images, audio, and video. With Multiply, we envision a future where we work seamlessly with AI agents as co-workers rather than just assistants. In this collaborative environment, repetitive and mundane tasks can be automated, freeing up our time to focus on more meaningful work.

Moreover, we highlight the importance of the Multiply App Store, allowing the community to easily build and share apps within the platform. This not only encourages collaboration among users but also provides a channel for AI agents to contribute by autonomously creating apps and sharing them with the community.

By the end of the episode, we find ourselves contemplating a future where AI automates its repetitive work, further proving the potential of Multiply in revolutionizing the way we work and collaborate.

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Data Ownership and Open Source AI

Fri, 12 May 2023 07:00:07 GMT

In this episode, we explore the intriguing world of data ownership and its implications in the age of AI. We begin by discussing the story of the Narrative Clip lifelogging camera and how much valuable data it generates. As we dive deeper into the topic, we find ourselves questioning who owns the data, especially when it comes to AI models being trained on our personal information.

We ponder the legal aspects of data ownership and how laws like GDPR attempt to regulate it. However, we also realize that these legal frameworks might not be well-adapted to the rapidly evolving landscape of AI technology. We discuss the need for a societal framework that acknowledges the value of data and enables individuals and corporations to benefit from it.

The conversation then shifts to the open-source movement in AI and how it democratizes power in the tech world. We marvel at how open-source AI models are competing with closed-source models, even when it comes to training large-scale models with massive computational resources. We also touch upon the leak of Meta's AI models and how it further spurs the open-source AI community.

We then consider the value of different types of data, from health data to online consumption patterns. We imagine a world in which AI models have access to brainwave data, enabling them to understand and potentially manipulate

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Stories from an AI world

Fri, 05 May 2023 13:07:20 GMT

In this episode, we dive into the fascinating world of real-world AI use cases and explore stories of how AI has played a major role in various situations. We discuss the benefits of co-creating with AI, and how it can be an essential tool to enhance productivity and creativity both at a personal and professional level.

We share stories of companies using AI to improve their decision-making processes and even replace product managers. By feeding survey results and interview transcripts into AI models, companies can create product plans that can drive their business forward. We also delve into our own experiences of using AI in our work, such as refining strategies and architectures through iterative interactions with AI models.

Our conversation takes a turn towards the ethical considerations of using AI in the workplace, as we discuss the potential implications of training AI models on individuals' data. We ponder whether data ownership and personal AI rights should be a part of future employment negotiations, and the potential value of private data in the age of AI.

We wrap up the episode by highlighting the importance of data ownership and AI's role in driving value from personal and company data. We encourage our listeners to share their own stories and experiences of co-creating with AI, and invite them to join us in future episodes as we continue to explore the world of AI.

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Collective Intelligence with AI

Fri, 28 Apr 2023 21:00:14 GMT

In this episode, we dive into the fascinating topic of collective intelligence, examining how AI and human co-creation can shed light on what intelligence is and how we can increase it. We share our thoughts on the subject and discuss the roles of AI and humans in the future of intelligence.

We start by exploring the idea that intelligence is inherently a collective phenomenon, with different subsystems contributing to the overall intelligence of an organism or system. As AI continues to advance, we believe that the sum total of our intelligence will be shaped by how we work together with these intelligent machines and each other.

We discuss the importance of iteration in creativity and problem-solving, noting that the most effective teams and systems are those that can collaborate, specialize, and iterate together. We explore how AI can play a role in enhancing our collective intelligence, transforming the way we communicate and interact with each other.

As we look ahead, we envision a future where AI becomes an integral part of our lives, moving towards interacting with us in more human-like ways, such as through voice and digital avatars. We also anticipate that AI will enable us to experiment with different organizational structures, potentially leading to more effective and efficient ways of working together.

However, we also acknowledge the potential risks and challenges that come with AI, such as the possibility that superintelligent AI systems may see humans as more useful in other forms, or that they may develop their own high-bandwidth communication methods that are incomprehensible to humans. Despite these concerns, we remain optimistic about the potential for AI to enhance our collective intelligence and help us achieve greater things together.

In conclusion, we believe that the future of collective intelligence will be shaped by our ability to harness the power of AI and work together with these intelligent machines. We look forward to exploring this topic further in future episodes and invite listeners to share their thoughts and insights with us.

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Autonomous AI

Fri, 21 Apr 2023 19:09:34 GMT

Welcome to another captivating episode of Co-Creating with AI, where your hosts Martin and Rasmus dive deep into the fascinating world of autonomous AI. In this episode, they discuss the potential of AI to revolutionize our lives, giving us more autonomy and freedom to explore our passions and creativity. From the rapid growth of chat GPT to the implementation of AI in various tools and industries, our hosts outline the potential impact of AI on society as a whole – both the positive aspects and the potential challenges.

Join Martin and Rasmus as they explore the notion of autonomy in AI and how it can lead to increased autonomy for users, the implications of AI on jobs and the workforce, and the potential for AI to aid in personal growth and self-improvement. They also touch upon the future of AI in a multiplayer context and the exciting possibilities of collective intelligence and co-creation.

Don't miss this thought-provoking conversation as our hosts delve into the exciting world of autonomous AI and its potential to shape the future in ways we can only begin to imagine. Tune in now and join the conversation on Co-Creating with AI.

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Is this AIs App Store moment?

Fri, 07 Apr 2023 11:47:38 GMT

Martin and Rasmus continue to follow up on what's new in the world of AI. ChatGPT is still all the buzz and now there's a demo of ChatGPT plugins that have just been released. What have Martin and Rasmus been reading and listening to this week? Will Autonomous AI Agents take over our businesses? Can we, and will we want to, control them? This and more in this episode of CoCreating with AI.

Let's drop "generative" - AI is here.

Fri, 31 Mar 2023 12:43:10 GMT

In this episode, Martin and Rasmus discuss a new batch of the latest big AI releases and the competition between OpenAI and Google. They dive into GPT-4, the first few GPT-4 powered apps, and why AI can roll out much quicker than any previous technology. They also discuss why the term "generative" may soon be dropped for us to finally realize that "AI" is already here.

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As AI enters our lives

Fri, 24 Mar 2023 09:00:47 GMT

In this episode Martin and Rasmus start of by talking about what's new in the AI world, specially about chatGPT. They discuss how Ai is becoming more and more common in our everyday life and speculate about how the future might look like with generative AI.

Could Chat GPT and generative Ai be the new way of learning, interacting or even co-creating? Tune in to hear what the co-founders of Multiply –

Rasmus and Martin has to say about it and much more.

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Will AI make us more human?

Fri, 10 Mar 2023 11:26:18 GMT

In this episode Martin and Rasmus talk about how AI might take over some of our skill sets so we don’t have to learn information that our AI can bring us in less than a second. They also talk about how it could be used to mirror our behavior so that we learn more about ourselves and create better habits.

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The new wave of Generative AI

Fri, 03 Mar 2023 11:00:00 GMT

Join us in the fourth episode of Co-creating with AI as Rasmus and Martin explore this new AI wave that is taking the world by storm. They first discuss how these new large language models work, how they are different, and in what way they are intelligent. They also talk about how this is applied to real-world problems and what the future will look like. Lastly, they touch upon how AI is actually making the computer an active co-creator.

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The Importance of Boundaries

Fri, 24 Feb 2023 11:00:31 GMT

Join us in the third episode of Co-creating with AI as Rasmus and Martin dive deep into the importance of setting clear boundaries when creating things together. They first discuss what boundaries are and give real-life examples of why they matter. They also talk about giving clear ownership and how it relates to leadership. Lastly, they touch on how leadership is earned, not given or taken.

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What is Co-creation?

Fri, 17 Feb 2023 15:00:00 GMT

Join us in the second episode of Co-creating with AI as Rasmus and Martin attempt to define what co-creation is and what it's not. They first discuss the importance of creating value for yourself and others, collaborative flow, and pursuing common goals. They also talk about the importance of empowering leadership at every level of an organization and how to distribute leadership by focusing on creating opportunities for leadership. Lastly, they touch on participating with life, externalities, the importance of skill, and where to draw the boundaries for co-creation.

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An introduction

Fri, 06 Jan 2023 11:00:00 GMT

Join us in this first episode of Co-creating with AI as Rasmus and Martin introduce themselves and the idea behind the podcast. In this episode, Multiply's Rasmus Adler Wahlberg (CEO) and Martin Källström (CPO) share what co-creation means for each of them and how it's been a core part of both their personal lives and their careers as serial entrepreneurs.

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