Afleveringen
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AI-ify's AI in Media & Entertainment Summit on June 2, 2024 wrapped up with a final panel that was so engaging tothe audience, it continued far past its allotted time and well into the evening's networking cocktail hour. They brought the beer into us! #decentralizedai #ActiveInferenceAI
The panel was hosted by Robert Scoble, and included panelists: Denise Holt, X. Eyeé, Eliza Tan, and Talbert Herndon
The discussion focused on the future of AI, AI safeguards, decentralized AI, the Spatial Web, Active Inference AI, and so much more.
HUGE thank you to Steven Echtman for facilitating this event and allowing it to unfold into the longest panel of the summit - giving voice to all the audience members who wanted to ask questions, and providing the space and time for such an important discussion on AI.
LinkedIn Links:
Steven Echtman: https://www.linkedin.com/in/stevene/
Robert Scoble: https://www.linkedin.com/in/scobleizer/
Denise Holt: https://www.linkedin.com/in/deniseholt1/
X. Eyeé: https://www.linkedin.com/in/techwithx/
Eliza Tan: https://www.linkedin.com/in/elizatan1/
Talbert Herndon: https://www.linkedin.com/in/talbert-andre/
AI-ify event information and links here:https://aiify.io/events/20240601-02sf/
Learn more about Active Inference AI and the Spatial Web on my blog here: https://deniseholt.us/
Join the Spatial Web AI Substack and find out how to tune into our exclusive invite-only monthly Learning Lab LIVE sessions here: https://deniseholt.substack.com/subscribe
AIX Global Media: https://aixglobalmedia.com
#ActiveInferenceAI #SpatialWeb #VERSESAI#DecentralizedAI
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Denise Holt speaking at AI-ify's AI in Media & Entertainment Summit on June 2, 2024, regarding how Active Inference AI and the Spatial Web are redefining media. #DecentralizedAI#ActiveInferenceAI
HUGE thank you to Steven Echtman for inviting me to speak and participate in your event. You can find Steve on LinkedIn here: https://www.linkedin.com/in/stevene/
AI-ify event information and links here: https://aiify.io/events/20240601-02sf/
Learn more about Active Inference AI and the Spatial Web on my blog here: https://deniseholt.us/ Join the Spatial
Web AI Substack and find out how to tune into our exclusive invite-only monthly Learning Lab LIVE sessions here: https://deniseholt.substack.com/subscribe
AIX Global Media: https://aixglobalmedia.com
#ActiveInferenceAI#SpatialWeb #VERSESAI #DecentralizedAI
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Zijn er afleveringen die ontbreken?
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Spatial Web AI Knowledge Bank - Audio Narration of Denise Holt's article written January 10, 2024 - Ultimate Resource Guide for Active Inference AI. #ActiveInferenceAI #VERSESAI #KarlFriston
The Most Complete Repository of Research Links and Educational Content on the VERSES AI Technology & Active Inference AI
-- Get your copy of the Ultimate Resource Guide for Active Inference AI - Join my Substack Community and be sure to select one of the membership levels that include the guide!
Join here: https://deniseholt.substack.com/subscribe
Original Full Article here: https://deniseholt.us/the-ultimate-resource-guide-for-active-inference-ai-2024-q1
Want to learn more about Active Inference AI and the Spatial Web Protocol (HSTP & HSML)? Visit the Spatial Web AI website: https://deniseholt.us
Building amazing AI tools? Find out how to be spotlighted on our show: https://aixglobalmedia.com#ActiveInferenceAI #VERSESAI #HSML #HSTP #SpatialWeb
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Spatial Web AI Knowledge Bank - Audio Narration of Denise Holt's article written January 1, 2024 - Hello 2024: The Year Computing Changes Forever. #ActiveInference #VERSESAI #HSML Original Full Article here: https://deniseholt.us/hello-2024-the-year-computing-changes-forever/In this video, we explore the groundbreaking advancements made by VERSES AI in 2024, a year that is set to revolutionize the world of computing. VERSES AI has been at the forefront of developing a new framework for computing, going beyond the realm of Generative AI and creating a platform that facilitates the world's interaction within a network of shared intelligence powered by AI.VERSES AI's cutting-edge technology is built upon the principles of Active Inference, a concept that mimics biological intelligence and enables AI to perceive, learn, and act on the world in real-time. By utilizing the Spatial Web Protocol (HSTP) and the Hyperspace Modeling Language (HSML), VERSES AI has established a common global network that links all legacy, current, and future technologies together, providing a foundation for interoperability and context-aware computing.As we enter 2024, VERSES AI is poised to make significant strides in the development of Artificial General Intelligence (AGI). With strategic partnerships with NASA, Volvo, Cortical Labs, Nalantis, and SimWell, VERSES AI is set to demonstrate the real-world applications of their technology across various industries. Their AGI breakthrough, announced just days before Christmas 2023, along with the rollout of their Genius platform, marks a defining moment in the history of computing. As we witness the unfolding of this new era, VERSES AI stands at the forefront, shaping the future of AI and computing as we know it.Want to learn more about Active Inference AI and the Spatial Web Protocol (HSTP & HSML)? Join my Substack Community! https://deniseholt.substack.com/subscribeVisit the Spatial Web AI website: https://deniseholt.usBuilding amazing AI tools? Find out how to be spotlighted on our show: https://aixglobalmedia.com#ActiveInferenceAI #VERSESAI #HSML #HSTP #SpatialWeb
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Join Spatial Web AI host Denise Holt and Dr. John Henry Clippinger, co-founder of Bioform Labs and research scientist at MIT's Lab City Sciences group, and key figure behind the pivotal letter, "A Natural AI Based on The Science of Computational Physics, Biology and Neuroscience," shares his insights on the future of artificial intelligence. #ActiveInferenceAI #KarlFriston #VERSESAI
Dr. Clippinger discusses the importance of Active Inference,a pioneering approach developed by Dr. Karl Friston, Chief Scientist at VERSES AI, which draws upon computational neuroscience, biology, and physics to create AI systems that exhibit key attributes of living systems. He underscores the crucial need for principled governance in AI to protect privacy and self-sovereignty, advocating for active inference principles and open-source initiatives through the Active Inference Foundation to ensure global AI safety.
Exploring societal impacts, Clippinger champions natural intelligence approaches over traditional Deep Learning models, emphasizing the importance of ethical considerations in human-machine interactions. With a focus on educational initiatives, he envisions a future where these principles drive positive change across fields, including addressing pressing global challenges like climate change, fostering safe AI as a public good and shaping a collaborative, inclusive future.
Tune in for all this and more…
Specialthank you to Dr. John Henry Clippinger for being on our show!
Connectwith Dr. Clippinger:
LinkedIn:https://www.linkedin.com/in/john-henry-clippinger-5ab1b
Connect with Denise:
Website: https://deniseholt.us/
Join the Spatial Web AI Substack Community: https://deniseholt.substack.com/subscribe
LinkedIn: https://www.linkedin.com/in/deniseholt1
#ActiveInference #NaturalAI
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Join Spatial Web AI host Denise Holt, and Tim Scarfe, creator,and host of Machine Learning Street Talk Podcast, for a mind-bending discussion on AI and the evolution of technology. #IntelligentAgents #ActiveInferenceAI #KarlFriston
In this episode, they explore topics like Active Inference intelligentsystems, biomimetic intelligence, and the complex goals that drive artificial and biological entities.
Tim provides perspective on the need for ethical standards in AI research and development. Discussing issues surrounding data privacy, identity, and centralized control over information, they touch on issues of trustworthiness, transparency, and the challenges of governing exponentially advancing technologies. The conversation examines how social conditioning shapes human behavior and subjective experiences compared to machines.
They also contemplate future implications as brain-computerinterfaces become more common. Could technologies like Elon Musk’s Neurallink enhance empathy by sharing experiences or further divide societies? What does an "extended mind" mean for privacy and agency?
Additional topics include memetics, decentralized decision-making, transhumanism, simulation theory, and the transition to a data-driven world powered by intelligence. How will hyperconnectivity impact our perception, identity, and fundamental cognitive abilities?
Tune in for all this and more…
Special thank you to Tim Scarfe for being on our show!
Connect with Tim:
LinkedIn:https://www.linkedin.com/in/ecsquizor/
Machine Learning Street Talk on YouTube: https://www.youtube.com/@MachineLearningStreetTalk
Connect with Denise:
Website: https://deniseholt.us/
LinkedIn: https://www.linkedin.com/in/deniseholt1
Join the Spatial Web AI Substack Community: https://deniseholt.substack.com/subscribe
#VERSESAI #SpatialComputing
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Audio Narration of.the article, Turning Point in AI 🚀 Leaders Rally for a Natural AI Initiative by Denise Holt on Spatial Web AI Podcast. #ActiveInferenceAI #futureofai #karlfriston
A pivotal roundtable discussion held by the Boston Global Forum, the Active Inference Institute, and the Neuropsychiatry and Society Program on December 12, 2023, marked a significant turning point in our understanding and development of artificial intelligence.
This group of leaders came together to to discuss a letter signed by 25 neuroscientists, biologists, physicists, policy makers, AI researchers, entrepreneurs, and directors of research labs on a joint initiative proposing a radical rethinking of AI’s trajectory, advocating for a model of AI that is fundamentally different from the data-intensive, computationally expensive systems that dominate today’s landscape. They propose that rather than giant neural networks, we need AI systems modeled after natural organisms - displaying key attributes like autonomy, adaptability, and goal-directedness.
Their meeting signifies growing momentum behind a new approach to AI called Active Inference, developed by world renowned neuroscientist, Dr. Karl Friston, Chief Science Officer at VERSES AI, that leads to more transparent, ethical, and beneficial intelligent systems.
Active Inference AI is inspired by physics and the biology of life itself, and it is already being advanced by VERSES AI, currently in Beta for their Genius platform with partners like NASA, Volvo, and others.
Explore the future of AI with Active Inference and gain insights into this revolutionary approach! Visit my blog and Subscribe to my channels:
Spatial Web AI website: https://deniseholt.us
Substack: https://deniseholt.substack.com
LinkedIn: https://spatial-web-ai-6985009124036030464
Become a paid subscriber on Substack and receive your FREE copy of the Ultimate Resource Guide for Active Inference AI | 2024 Q1 #ActiveInference
#KarlFriston #IntelligentAgents #AGI #FirstPrinciples #FutureOfAI #VERSESAI #OpenAI
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Audio Narration of the article, VERSES AI Announces AGI Breakthrough | Invokes Open AI's 'Assist' Clause by Denise Holt, Spatial Web AI Podcast #AGI #ActiveInference #VERSESAI
VERSES has achieved an AGI breakthrough within their alternative path to AGI called Active Inference. And on December 20, 2023, they appealed to Open AI “in the spirit of cooperation and in accordance with [their} charter,” by taking out a full page ad in the New York TImes with an Open Letter to the Board of Driectors at Open AI.
🔍 Key Points: 🧠💡
• VERSES New Path to AGI: Focusing on 'natural' rather than 'artificial' intelligence.
• Active Inference Breakthrough: A significant advancement that challenges traditional AI models.
• A Gesture in the Spirit of Cooperation: Aligning with Open AI's mission for safe AGI that benefits humanity.
• Challenges of Deep Learning: Addressing the limitations and dangers of current AI approaches.
• VERSES vs DeepMind: A contrast between the approaches of Geoffrey Hinton and Karl Friston.
• The Free Energy Principle: Unlocking a new direction in AI, grounded in natural intelligence.
• AGI Roadmap: Detailed stages from Systemic to Shared Intelligence, leading to potential super-intelligence.
• Collaboration Call: A significant appeal for cooperation within the AI community.
🧠 Why It Matters:
This announcement is more than just a technological advancement; it's a call for a paradigm shift in how we approach AGI. VERSES AI is inviting us to reconsider our relationship with technology, emphasizing cooperation, safety, and alignment with human values. Explore the future of AI with Active Inference and gain insights into this revolutionary approach!
Visit my blog and Subscribe to my channels:
Spatial Web AI website: https://deniseholt.us
Substack: https://deniseholt.substack.com
LinkedIn: https://spatial-web-ai-6985009124036030464
#VERSESAI #AGI#OpenAI #ActiveInference #KarlFriston #IntelligentAgents #FirstPrinciples#FutureOfAI
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Audio Narration of the article - Unlocking the Future of AI - Active Inference vs LLMs – The World vs. Words, written and narrated by Denise Holt.
#FutureofAI #ActiveInferenceAI #VERSESAI
Active Inference AI a catalyst for change and remarkable innovation, fundamentally redefining what AI means. representing a paradigm shift - modeled after how the human brain works through real-time sensory input and real-world interaction. This allows for true embodied AI that can adapt, evolve, and handle complex real-time operations.
Self-evolving, self-organizing, and Self-optimizing Active Inference holds the key to the next era of AI advancement. VERSES AI is spearheading Active Inference development with world renowned neuroscientist, Dr. Karl Friston, unlocking new possibilities for trusted and ethical AI integration into society.
Explore the future of AI with ActiveInference and gain insights into this revolutionary approach! Visit my blog and Subscribe to my channels:
Spatial Web AI website: https://deniseholt.us
Substack: https://deniseholt.substack.com
LinkedIn: https://spatial-web-ai-6985009124036030464
#FutureofAI #ActiveInferenceAI #LLMs#VERSESAI #Intelligentagents #KarlFriston #FirstPrinciplesAI
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On November 3, 2023, VERSES AI gave the public a 'FIRST LOOK' 👀 at their new AI platform called, Genius™, and the AIcapabilities they demonstrated were mind blowing. 🚀
Here's my take on the demo and why I believe theyare positioned to become a global leader in space of Intelligent Agents...
🔸 “What you’re about to see is akin to, I believe,a moment like the launch of the first rocket or the Kitty Hawk moment…So I wantyou to think about that moment when you first saw something completely new intechnology.”
— Gabriel Rene, CEO VERSES AI 🔸
Artificial intelligence is at a critical juncture in its evolution, and the LIVE demonstration on November 3, 2023 of VERSES' “Genius™” AI platform showcases a promising new direction for the field. Inthis presentation, CEO Gabriel Rene and his team provided a first look at how Genius™ is redefining the future of AI through its innovative approach rooted in Active Inference, First Principles AI, and Shared Intelligence.Explore the future of AI with Active Inference and gain insights into this revolutionary approach! Visit my blog and Subscribe to my channels:
Spatial Web AIwebsite: https://deniseholt.us
Substack:https://deniseholt.substack.com
LinkedIn: https://www.linkedin.com/newsletters/spatial-web-ai-6985009124036030464
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Denise Holt reports from the 4th Annual International Workshop on Active Inference (IWAI), September 2023, where the highlight of the event was a 1.5 hour long exclusive presentation with the father of Active Inference & the Free Energy Principle, Dr. Karl J. Friston, Chief Scientist at VERSES AI.
In this groundbreaking video, Dr. Friston unveils his latest research on Active Inference, shedding light on its potential as a systematic blueprint for Artificial General Intelligence (AGI). Watch as Friston and his VERSES team pioneer a new kind of AI that mimics biological intelligence, making any data 'smart'.
Learn how intelligent agents leverage generative models and state spaces to perceive, adapt to, and reshape environments. Witness Friston’s simulations of autonomous systems dynamically pooling knowledge through emergent communication protocols to achieve flexible, human-like coordination.
Witness the structured learning breakthroughs that move beyond today’s pattern recognition to decode raw data streams into organized representations, goals, and plans - the foundations for artificial general intelligence.
Find out how VERSES’ Spatial Web Protocol enables seamless belief sharing across specialized agents to form efficient, mutually predictable worlds. Gain perspective on inductive planning, information-theoretic formalisms, model comparison, epistemic foraging, dynamics of learning, and more groundbreaking Active Inference innovations.
While Friston’s presentation was meant only as a glimpse, these insights keep VERSES AI at the leading edge of creating Autonomous Intelligent Systems (AIS) that can understand, communicate, and adapt as humans do.
🎥 Chapters:
00:00 — Introduction by Tim and Karl Friston’s OpeningRemarks
06:09 — The Significance of Free Energy in UnderstandingLife
07:10 — Exploring Markov Blankets and Factor Graphs
09:56 — Hierarchical Generative Models and Time Perception
13:36 — Active Inference and Planning with Expected FreeEnergy
15:40 — Joint Free Energy and Generalized Synchrony inPhysics
16:40 — The Role of Paths and Intentions in Physics andActive Inference
17:35 — Specifying Endpoints of Paths as Goals
30:26 — Communication and Belief Sharing in FederatedSystems
31:35 — Generative Models and Perception in Agents
40:19 — Model Comparison and Latent State Discovery
41:25 — Active Model Selection and Handwritten Digit Styles
45:30 — Structured Learning and Object Localization
49:10 — Epistemic Foraging and Confidence in Learning
50:21 — The Dynamics of Information Gain and Learning
51:29 — Conclusion and Q&A Begins
01:19:33 — Emphasis on Constraints in the Free EnergyPrinciple
01:23:40 — Closing Remarks
01:24:55 — Karl Friston’s Reflections on the Field’sEvolution and the Next Generation
All content for Spatial Web AI is independently created by Denise Holt.
🧠 Don't miss the opportunity to stay at the forefront of AI innovation!
Empower me to continue producing the content you love, as we expand our shared knowledge together. Become part of this movement, and join my Patreon Community where you will get early and behind the scenes access to the most cutting edge AI news and information. patreon.com/SpatialWebAI
You can also learn more on my blog: https://deniseholt.us
Explore the Future of AI with Active Inference and gain insights into this revolutionary approach! Subscribe to my channels on YouTube, Spotify, Apple, Amazon, and more,and subscribe to my newsletter on LinkedIn, for moreground breaking content.
#ActiveInferenceAI #KarlFriston #IntelligentAgents #VERSESAI #FreeEnergyPrinciple #AGI#FutureofAI #FirstPrinciplesAI
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1st Published August 15, 2023 - Friston’s Law is Proven- FEP Explains How Neurons Learn, written & narrated by Denise Holt.#ActiveInference #FreeEnergyPrinciple #KarlFriston
Dr. Karl J. Friston, the Chief Scientist at VERSES AI, hasdeveloped a new kind of AI called Active Inference AI based on the Free Energy Principle (FEP). Researchers in Japan have proven that Friston's theory explains how the brain learns through self-organization and predictive modeling. This breakthrough has significant implications for neuroscience and AI research, asit offers a more sustainable, interpretable, and programmable approach to artificial intelligence. The combination of Active Inference AI, the Free Energy Principle, and the Spatial Web Protocol lays the foundation for a unified system of distributed collective intelligence that mimics biological intelligence. By understanding how brains handle perception and learning through Bayesian inference, researchers hope to achieve AGI or ASI in machines. VERSES AI is leading this revolutionary work in the field of artificial intelligence.
Chapters:
00:00 - Introduction
00:59 - AI Research Challenges
02:03 - Dr. Karl Friston's Work with VERSES AI
03:02 - The Free Energy Principle
04:20 - Brain's Perceptual Mechanism
05:34 - Neural Network Inference
06:49 - Experimental Validation in Neuronal Networks
08:07 - AI and the Free Energy Principle
09:03 - The Future of AI with VERSES AI
10:10 - Conclusion and Further Resources
Read the full article here: https://deniseholt.us/fristons-ai-law-is-proven-fep-explains-how-neurons-learn
Check out all the videos in this series on our Knowledge BankPlaylist: https://youtube.com/playlist?list=PLv0h9xFwpMaLumek-HwbuP-jpAfmSWW55
Learn more on the SpatialWebAI blog - https://deniseholt.us
*** All content for Spatial Web AI is independently created by Denise Holt. Empower me to continue producing the content you love, as we expand our shared knowledge together. Become part of this movement, and join my Patreon Family for early and behind the scenes access to the most cutting edge AI news and information. patreon.com/SpatialWebAI
#artificialintelligence #ActiveInference #FreeEnergyPrinciple#KarlFriston #VERSES #aigovernance
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On November 20, 2023, Denise Holt sat down withMahault Albarracin, the Director of Product for Research and Innovation at VERSES AI, to explore the future of AI. Albarracin, an expert in active inference and cognitive computing, shares her profound insights on how active inference is revolutionizing AI by endowing it with asense of self. The conversation navigates through the limitations of current large language models (LLMs) and contrasts them with the potential of active inference models. Albarracin emphasizes the importance of self-organization inAI systems, underscoring the difference between mere content prediction and the dynamic, adaptive capabilities of active inference. The discussion also toucheson broader implications, including AI's role in societal structures, the need for diverse, multidisciplinary approaches in AI governance, and the prospect of AI reshaping our work and social lives. This episode is a must-listen for anyone interested in the cutting-edge developments in AI and their far-reaching consequences.
Chapters:
00:00- Introduction: The Need for a New AI Paradigm
01:58- Understanding Active Inference and AI’s Sense of Self
06:39– The Obligatory Commentary on the OpenAI Drama
10:19- The Role of Active Inference in AI's Evolution
17:44- Insights from Working with Karl Friston
21:43- Interdisciplinary Approach to AI Research
31:56- AI and the Future of Work and Society
43:35- AI Alignment, Empathy, and Consciousness
54:51- Tailoring AI's Empathy and Sensitivity
58:51– AI Embodiment
01:07:59- Navigating AI Governance and Inclusion
Special thank youto Mahault Albarracin for being on our show!
Connect with him:
Website: https://www.linkedin.com/in/mahault-albarracin-1742bb153
Youcan also learn more on my blog: https://deniseholt.us
Explore thefuture of AI with Active Inference and gain insights into this revolutionary approach!Subscribe to our channel on YouTube, Spotify, Apple,Amazon, and more, and subscribe to our newsletter on LinkedIn, for more groundbreaking content.
#FirstPrinciplesAI #ActiveInferenceAI #KarlFriston #VERSESAI #FEP #FutureofAI
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Join our conversation in this episode of the Spatial Web AI Podcast, where hostDenise Holt engages with Dr. Jacques Ludik, a renowned global AI expert, smarttech entrepreneur, founder of multiple AI companies, and best-selling author,as they dive into a myriad of topics encompassing AI's future, its ethicalimplications, and its transformative impact on society. Explore the intricaciesof neural networks and Active Inference AI, discussing the broader societalimplications of AI, including its role in empathy, privacy, and AI governance. Dr. Ludik passionately discusses the need forvisionary leadership and a collective approach towards realizing AI's fullpotential, emphasizing wisdom, decentralized systems, and sustainable living.They also examine digital twins, the Free Energy Principle, and the integrationof AI in various domains, providing a glimpse into the future of intelligentsystems and their role in improving the quality of life globally.
Dr.Jacques Ludik has an extensive background in AI, with contributions to machinelearning, neural networks, and the application of AI across various industries.From his academic collaborations to his practical experiences in predictivemaintenance and real-time process problem identification, Dr. Ludik shares richinsights from his journey in the AI landscape.
Whetheryou're a tech enthusiast, an AI professional, or simply curious about thefuture of smart technology, this conversation offers deep insight into complexAI concepts and a visionary outlook on how AI can shape a better future forall.
Chapters:
00:12- Introduction to Dr. Jacques Ludik
01:23 - Dr. Ludik's AI Background and Journey
07:00 - Future of Smart Technologies
10:30 - Massive Transformative Purpose in AI
15:08 - Vision for a Thriving Civilization
20:50 - AI's Impact on Jobs and Empathy
23:47 - Merging Technology with Humans
26:09 - Active Inference and Bayesian Approach
30:51 - Digital Twins and Spatial Computing
34:57 - Intelligent Agents and HSML
41:16 - AI Governance and Trustworthiness
48:23 - Future of AI and Decentralized Data
53:00 - Active Inference in World Models
59:38 - Overcoming Sunk Cost Bias in AI
01:05:03 - Personalized AI and Future Possibilities
01:10:01 – Wrap UpSpecial thank youto Dr. Jacques Ludik for being on our show!
Connect with him:
Website: https://jacquesludik.com/
Youcan also learn more on my blog: https://deniseholt.us
Explore thefuture of AI with Active Inference and gain insights into this revolutionary approach!Subscribe to our channel on YouTube, Spotify, Apple,Amazon, and more, and subscribe to our newsletter on LinkedIn, for more groundbreaking content.
#ActiveInferenceAI#FirstPrinciplesAI #FreeEnergyPrinciple #FutureofAI#KarlFriston #HSML #AIGovernance #VERSES
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Explore the fascinating world of Active Inference AI and theFree Energy Principle developed by Dr. Karl Friston in this episode of the Spatial Web AI Podcast, as host, Denise Holt, welcomes Dr. Bert De Vries, Professor at Eindhoven University of Technology. #ActiveInference Discover how the Active Inference approach to AIfollows the principle of least action and describes how information processing occurs in biological systems like the brain. The brain builds a model of the world to predict sensory inputs and uses Bayesian inference to update its beliefs. Dr. De Vries highlights that this approach creates adaptable and efficient AI systems, with applications ranging from healthcare to robotics.Learn about how this form of AI works in the brain for efficient information processing, applications in robotics, engineering and medicine, advantages over deep learning models, and why active inference is poised to be the next big wave of AI.
Chapters: 0:00 - Introduction
1:55 – Understanding First Principles AI
8:31 – The Impact of First Principles on Personal Experiences
18:17- Active Inference and its Applications
25:13 - Advantages over deep learning
26:31 – Building a Toolbox for Active Inference
34:36 - Energy efficiency of Active Inference andthe Free Energy Principle
44:33 – Distributed Intelligent Agents
48:41 - Why active inference is next wave of AI
53:33 - Advice for students
58:02 - Wrap-up
Special thank you to Dr. Bert De Vries for beingon our show!
Connect with him:
Website: http://biaslab.org
RXinfer Toolbox: http://rxinfer.ml
Company: http://lazydynamics.com
You can also learn more on my blog: https://deniseholt.us
Explore the future of AI with Active Inference and gain insights into this revolutionary approach! Subscribe to our channel for more ground breaking content.
#ActiveInferenceAI #FirstPrinciplesAI #FreeEnergyPrinciple #FutureofAI #KarlFriston #VERSES
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Revolutionary AI Whitepaper Validated by New NeuroscienceBreakthrough by Denise Holt
The Future of AI is Shared, Distributed, and Multi-Scale
This may seem too good to be true, but it’s not. In fact, it’s happening right now.
It's called Active Inference AI, based on the Free Energy Principle (FEP).
In December 2022, VERSES AI set forth a sweeping vision forartificial intelligence based on a distributed, collective real-time knowledge graph, comprised of Intelligent Agents operating on the physics of intelligence itself. In their whitepaper, titled “Designing Ecosystems of Intelligence from First Principles,” they propose a profound departure from standard notions of AI as a monolithic system.
Authored by Chief Scientist Dr. Karl Friston and the VERSESAI research team, the paper puts forth the concept of “shared intelligence”. This represents intelligence as emerging from interactions between diverse, distributed nodes as Intelligent Agents, in which each contributes localized knowledge and unique perspectives.
Read the full article here: https://deniseholt.us/revolutionary-ai-whitepaper-validated-by-new-neuroscience-breakthrough
Check out all the videos in this series on our Knowledge BankPlaylist: https://youtube.com/playlist?list=PLv0h9xFwpMaLumek-HwbuP-jpAfmSWW55
Learn more on the SpatialWebAI blog - https://deniseholt.us
#artificialintelligence #ActiveInference #aigovernance #explainableai #FEP
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NEW EPISODE: Denise Holt welcomes Daniel Friedman, Co-Founder and President of the Active Inference Institute, an open science organization supporting research and projects related to active inference. Active inference is an approach to modeling systems that involves perception, cognition, and action in an integrated way. Dr. Karl Friston’s Free Energy Principle provides the theoretical foundation for Active Inference.In the interview, Daniel explains that Active Inference aims to model systems ranging from simple to complex in a unified framework. Key features include interpretability of models and explicit representation of action. Researchers in fields like robotics are exploring active inference for its potential benefits.Daniel discusses upcoming educational offerings and events from the Institute, including the Applied Active Inference Symposium on "Enacting Ecosystems of Shared Intelligence." He emphasizes the importance of participatory, open ecosystems for advancing science and technology.The interviewer points to the VERSES AI whitepaper titled, “Designing Ecosystems of Intelligence from First Principles,” tying active inference to Spatial Web technologies like the Hyper Space Modeling Language. She sees potential for AI assistants as Intelligent Agents utilizing Active Inference and Spatial Web infrastructure to enable collective intelligence and seamless human-AI collaboration. View the VERSES whitepaper here: https://arxiv.org/abs/2212.01354Chapters:0:00 - Introduction1:48 - Explaining Active Inference4:50 - Free Energy Principle7:00 - Perception and Action9:23 - Benefits for AI13:30 - Spatial Web19:53 - Markov Blankets25:53 - Future AI Assistants32:33 - Upcoming Symposium39:11 - Robotics Applications41:06 – ConclusionSpecial thank you to Daniel, for being on our show!Learn more from the Active Inference Institute here: https://www.activeinference.org/Register for the 2023 Applied Active Inference Symposium here: https://coda.io/@active-inference-institute/3rd-applied-active-inference-symposiumCheck out our other Episodes and watch all the videos in the Knowledge Bank Playlist to learn more about the Spatial Web and Active Inference AI. https://youtube.com/playlist?list=PLv0h9xFwpMaLumek-HwbuP-jpAfmSWW55You can also learn more on my blog: https://deniseholt.us#activeinferenceai #FreeEnergyPrinciple #KarlFriston #spatialweb #AIEducation
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NEW EPISODE: Host, Denise Holt, welcomes David Shapiro, an AI researcher and thought leader, as the special guest on this episode of the Spatial Web AI podcast. In this broad range conversation, Dave discusses the polarizing views on AI, acknowledging both its potential benefits and dangers. He emphasizes the need for careful deployment and solving problems that arise with new technologies. David also touches upon existential questions raised by creating super intelligent AI. He believes that while there may be a painful transition period, society has historically adapted to technological changes. The biggest challenges he sees in transitioning to AGI and ASI are organization and communication due to rapid advancements in AI. Additionally, he discusses how technology will change job markets and introduces the concept of post-labor economics where people will need to find new meaning outside of work. The conversation also explores how spatial web technologies could enhance accountability and prevention in various domains such as construction site safety or highway incidents involving unsecured cargo on trucks.Special thank you to Dave , for being on our show!Connect with David Shapiro on LinkedIn for consulting, speaking, training, or collaboration opportunities. https://www.linkedin.com/in/dave-shap-automatorInclude a note when connecting on LinkedIn to provide context and purpose.Consider joining Dave's Patreon for further engagement and access to his content. https://www.patreon.com/daveshapCheck out our other Episodes and watch all the videos in the Knowledge Bank Playlist to learn more about the Spatial Web and Active Inference AI. You can also learn more on my blog: https://deniseholt.us#activeinferenceai #AGI #ASI #artificialintelligence #spatialweb #aigovernance
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Revolutionary Proposal Emerges for Effective AI Governance by Denise Holt #explainableAI You can find the landmark industry titled, “The Future of AI Governance,” by VERSES AI, Dentons, and the Spatial Web Foundation here: https://www.verses.ai/aigovernance
✨VERSES AI published a major industry report on AI Governance today. ✨ This is the audio read my synopsis. You can find the full article on my blog here: https://deniseholt.us/revolutionary-proposal-emerges-for-effective-ai-governance
In a groundbreaking revelation that is poised to shake up the world of AI as we know it, VERSES AI, in collaboration with the world’s largest multi-national law firm — Dentons, and the Spatial Web Foundation published a landmark industry report today titled, “The Future of Global AI Governance”, offering an innovative solution, redefining our potential to resolve the challenges facing AI governance and regulation, particularly the lack of explainability in current AI generative models.
Today's report by VERSES (July 24th, 2023) offers us the framework,through a combination of global socio-technical & core technical standards, in which we can build an ethical and cooperative path forward for AI and humans to grow in tandem with each other, learning, adapting, and adjusting as needed along the way, providing interoperability and cooperation between humans and AI.Check out all the videos in this series on our Knowledge BankPlaylist: https://youtube.com/playlist?list=PLv0h9xFwpMaLumek-HwbuP-jpAfmSWW55
Check out more on the SpatialWebAI blog - https://deniseholt.us
#artificialintelligence
#spatialweb
#aigovernance
#explainableai
#HSML
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NEW EPISODE: Special Guest - Brian "Ponch"Rivera - Founder, AGLX Consulting, Creator of The Flow System, and Co-Host ofthe No Way Out Podcast
What is Active Inference AI? What is the Free Energy Principle(FEP)? And what do they have to do with agility, corporate leadership, and TheFlow System? – Find out in this episode of the Spatial Web AI Podcast by DeniseHolt.
Aformer navy pilot, Brian discusses his work in the agile community. He explainsthat he started a consulting firm, AGLX, to improve Scrum and Agile practices.He also introduces his concept of the Flow System, which focuses on teaminteractions and is influenced by complexity theory and distributed leadership.Brian talks about his TED Talk in Budapest on design for flow and mentions theloss of Mihaly Csikszentmihalyi, who coined the idea of flow from psychologicalflow. He describes how AGLX has expanded its focus beyond Agile and Scrum toinclude topics such as safety, innovation, artificial intelligence, psychedelictherapy, and fifth-generation warfare. Brian also discusses his podcast, No WayOut, centered around John Boyd's work on the OODA Loop and attracting guestsfrom various disciplines. Denise asks Brian about the flow system's developmentand its connection to complex adaptive systems thinking. They talk about howinteractions matter more than frameworks in creating agility withinorganizations. Brian emphasizes understanding one's external environment todevelop effective strategies through an internal model or map. This aligns withconcepts like active inference principles discussed in recent readings relatedto AI, autism research, psychedelics research, category theory, etc., whichhave connections with Boyd's OODA Loop framework.
● Brian discussesthe creation of the Flow System and its purpose
● They talk aboutthe importance of context in understanding
● Active Inferenceand Cognitive Task Analysis
● A. Brian explains the concept of activeinference
● B. He discusses cognitive task analysis andhow it helps in understanding
● Brian emphasizesthe need for individuals to develop an internal map of their external world.
● They discuss therole of large language models and the need for active engagement.
● Brian talks aboutthe importance of effective debriefing and creating psychological safety.
● They discuss theprocess of synthesizing and analyzing new information.
● Brian mentionsthe importance of language and stories in shaping our perception of the world.
● Brian shares asimple reading exercise to highlight the importance of context.
● They discuss thechallenge of getting the attention of leaders in organizations.
● Brian mentionsthe use of active inference AI and rapid feedback in technical skills training.
● They talk aboutthe benefits of using large language models for learning.
● Brian mentionsthe concept of cognitive warfare.
● They discuss theimportance of keeping context rich with data without interpretation.
● Brian emphasizesthe importance of finding new information that changes the way we view theworld.
● Brian emphasizesthe importance of learning about what makes us human
Special thank you to Brian,for being on our show!
You can learn more about The Flow System, AGLX Consulting, and the No Way OutPodcast on their website here.
Check out our other Episodes and watch all the videos in theKnowledge Bank Playlist to learn more about the Spatial Web and ActiveInference AI.
You can also learn more on my blog: https://deniseholt.us
#activeinferenceai #spatialcomputing #artificialintelligence#spatialweb #aigovernance
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