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Take a whirlwind tour inside the mind of a neurosymbolic machine intelligence as it's observing the room and constructing a real-time knowledge graph to model & connect the people, objects, and activities that it sees and hears! More than a year in the making, I was gratified to get...

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Arto Bendiken

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35,714 просмотров • 8 месяцев назад •via X (Twitter)

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My ASIMOV talk and demo last night at our #OpenSourceAIWeek event in SF: Take a whirlwind tour inside the hybrid multimodal memory of a neurosymbolic machine intelligence as it's observing the room and constructing a real-time knowledge graph to represent & connect the people, objects, and activities that it sees and hears!
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My ASIMOV talk and demo last night at our #OpenSourceAIWeek event in SF: Take a whirlwind tour inside the hybrid multimodal memory of a neurosymbolic machine intelligence as it's observing the room and constructing a real-time knowledge graph to represent & connect the people, objects, and activities that it sees and hears!

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My ASIMOV update on the NEAR Town Hall last night: what we've been up to the last months, including our journey in the dAGIhouse accelerator, the beta launch of ASIMOV Platform, and a preview demo of our upcoming personal intelligence layer product. Thanks PTR.NEAR for the invite and kudos to the NEARWEEK team for all the great work you do!
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My ASIMOV update on the NEAR Town Hall last night: what we've been up to the last months, including our journey in the dAGIhouse accelerator, the beta launch of ASIMOV Platform, and a preview demo of our upcoming personal intelligence layer product. Thanks PTR.NEAR for the invite and kudos to the NEARWEEK team for all the great work you do!

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Deni Avdija received loud ovations inside Intuit Dome last night from Blazers fans and Israelis who came out to support: “I'm focused on the game a lot, but it, it... It gives me goosebumps every time I see how many fans are behidn the bench and cheering and loving and shouting my name. It's the best thing ever, you know. Especially in the holiday when we're away from home, being here and seeing all of the State of Israel, the Jewish people of L.A. being behind me, it means a lot to me and it makes me play better… I never get used to it. It's always amazing for me and I'm very grateful to have this fanbase.”
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Deni Avdija received loud ovations inside Intuit Dome last night from Blazers fans and Israelis who came out to support: “I'm focused on the game a lot, but it, it... It gives me goosebumps every time I see how many fans are behidn the bench and cheering and loving and shouting my name. It's the best thing ever, you know. Especially in the holiday when we're away from home, being here and seeing all of the State of Israel, the Jewish people of L.A. being behind me, it means a lot to me and it makes me play better… I never get used to it. It's always amazing for me and I'm very grateful to have this fanbase.”

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Marc Andreessen says raw intelligence might be the worst qualification for leadership — and it changes everything about how we should think about AI. "If the leader is more than one standard deviation of IQ away from the followers, it's a real problem." Andreessen points to the US military, one of the earliest and most rigorous adopters of IQ testing, as the source of this insight. They slot people into specialties and leadership roles based on IQ scores. And over the years, they kept seeing the same pattern. A leader who is significantly less intelligent than their people struggles to model how those people think. That part is intuitive. But the reverse turns out to be equally true. "It's actually very hard for very smart people to model the internal thought processes of even moderately smart people." A leader who is two standard deviations above the norm of the organisation they're running also loses theory of mind, that ability to hold an accurate model of what's happening inside someone else's head. The gap is too wide in both directions. Andreessen then takes this to its logical conclusion: "If you had a person or a machine that had a thousand IQ or something like it, its understanding of reality would be so alien to the people or the things that it was managing that it wouldn't even be able to connect in any sort of realistic way." An AI that vastly outthinks every human in the room isn't positioned to lead those humans. It's positioned to be completely incomprehensible to them. Leadership has never really been an intelligence problem. It's a connection problem. And no amount of raw intelligence closes that gap — past a certain point, it only widens it. The world will not be run by the smartest thing in the room for a long time. Maybe ever.
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Marc Andreessen says raw intelligence might be the worst qualification for leadership — and it changes everything about how we should think about AI. "If the leader is more than one standard deviation of IQ away from the followers, it's a real problem." Andreessen points to the US military, one of the earliest and most rigorous adopters of IQ testing, as the source of this insight. They slot people into specialties and leadership roles based on IQ scores. And over the years, they kept seeing the same pattern. A leader who is significantly less intelligent than their people struggles to model how those people think. That part is intuitive. But the reverse turns out to be equally true. "It's actually very hard for very smart people to model the internal thought processes of even moderately smart people." A leader who is two standard deviations above the norm of the organisation they're running also loses theory of mind, that ability to hold an accurate model of what's happening inside someone else's head. The gap is too wide in both directions. Andreessen then takes this to its logical conclusion: "If you had a person or a machine that had a thousand IQ or something like it, its understanding of reality would be so alien to the people or the things that it was managing that it wouldn't even be able to connect in any sort of realistic way." An AI that vastly outthinks every human in the room isn't positioned to lead those humans. It's positioned to be completely incomprehensible to them. Leadership has never really been an intelligence problem. It's a connection problem. And no amount of raw intelligence closes that gap — past a certain point, it only widens it. The world will not be run by the smartest thing in the room for a long time. Maybe ever.

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ELON MUSK: "I have seen more and more people who were convinced of the woke ideology see the light. Not everyone, but more and more are seeing the light. There was a friend of mine who was living in the San Francisco Bay area and they tried to trans his daughter to the point where the school sent the police to his house to take his daughter away from him. He managed to talk the police out of taking his daughter away from him that day. That night he got on a plane to Texas. A year after being in a school in greater Austin area, she went back to normal."
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ELON MUSK: "I have seen more and more people who were convinced of the woke ideology see the light. Not everyone, but more and more are seeing the light. There was a friend of mine who was living in the San Francisco Bay area and they tried to trans his daughter to the point where the school sent the police to his house to take his daughter away from him. He managed to talk the police out of taking his daughter away from him that day. That night he got on a plane to Texas. A year after being in a school in greater Austin area, she went back to normal."

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Shot at Gavin Newsom? Zohran Mamdani? San Francisco Mayor Daniel Lurie on the 'CBS Evening News': "I was born and raised in San Francisco. I saw our city hitting in the wrong direction, and I saw politicians focused on things other than San Francisco and what was next for them, and for me, this is the job that I have. It's the only job I want in politics. I've never been in elected office before, and the people of San Francisco deserve a mayor focused on them every single day, and that's what they are getting."
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Shot at Gavin Newsom? Zohran Mamdani? San Francisco Mayor Daniel Lurie on the 'CBS Evening News': "I was born and raised in San Francisco. I saw our city hitting in the wrong direction, and I saw politicians focused on things other than San Francisco and what was next for them, and for me, this is the job that I have. It's the only job I want in politics. I've never been in elected office before, and the people of San Francisco deserve a mayor focused on them every single day, and that's what they are getting."

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“It’s funny how it works. I didn’t play great football the first few years of my career, and then I came here to San Francisco, and I learned a ton. And I think because of that year in San Francisco, I was able to learn a ton. Learn from Brock (Purdy) and coach Shanahan.” Sam Darnold on how his year with the 49ers helped him

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Elon Musk on the woke ideology: More and more people are seeing the light. “I've seen more and more people who were convinced of the woke ideology see the light. Not everyone, but more and more are seeing the light and it tends to happen when something happens that really directly affects them. A friend of mine who was living in the San Francisco Bay Area and they tried to trans his daughter to the point where the school sent the police to his house to take his daughter away from him. That's going to radicalize you. That's going to shake you out of your belief structure. The school and the state of California conspired to turn his daughter against him and make her take life altering drugs that would have sterilized her irreversibly. He managed to talk the police out of taking his daughter away from him that day. And that night he got on a plane to Texas. And you know, a year after just being in a school in like greater Austin area, she went back to normal. Meaning it wasn't real.” From: The Joe Rogan Experience, October 31, 2025
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Asked by Todd Lewis on what is the biggest challenge in putting together the new PGA Tour schedule, Tiger Woods said this: "I think it's trying to serve literally everyone, from the player side of it, from our media partners, from all of our title sponsors, from the local communities or even changing venues and going to bigger markets. It's what do we need to do from a competitive model to make our tour the best product it can possibly be each and every year and still have room for development. How do we do all of that at the same time."

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Sharing a few moments from our GoMining GoClub event in Miami — a night we’ll remember for a long time. We brought together an incredible group of builders, partners, and ecosystem leaders for an evening that felt full of purpose. From the first conversations on board, the energy was right: open, thoughtful, and genuinely fun. It was one of those nights where people could step away from the usual pace, take in the Miami views, and connect in a more natural way. Events like this matter because they create space for real conversations. Ideas move faster when people are in the same room, and that was exactly the feeling throughout the night. We’re grateful to everyone who joined us, shared their time, and made the event what it was. A few highlights from the evening below. 📷 #UnlockBitcoin #ConsensusGM #GoBTCpay

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We’re doing things differently in San Francisco when it comes to homelessness. And we’re seeing results. - Nearly 1,000 fewer people are sleeping on our streets compared to 2024—a major sign that our strategy is working. - Unsheltered homelessness in San Francisco is now at its lowest level in 15 years. - The number of people in tents is down 85%. These numbers come from the 2026 Point in Time Count. The takeaway is clear: More people are coming inside to get shelter and treatment, and we are moving in the right direction.
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We’re doing things differently in San Francisco when it comes to homelessness. And we’re seeing results. - Nearly 1,000 fewer people are sleeping on our streets compared to 2024—a major sign that our strategy is working. - Unsheltered homelessness in San Francisco is now at its lowest level in 15 years. - The number of people in tents is down 85%. These numbers come from the 2026 Point in Time Count. The takeaway is clear: More people are coming inside to get shelter and treatment, and we are moving in the right direction.

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Lifelong Democrats have had enough “I'm a lifelong Democrat. I worked for President Obama. I've never voted for a Republican in my life. But I feel radicalized about what's happening on our streets. It's absolutely insane to see the street conditions in San Francisco To see what families and children and working professionals have to deal with every single day in our city. And it's because a couple of far left Democrats have become radicalized and empowered themselves to take advantage of our compassion and our leniency to prioritize the rights of a couple people over the rights of the rest of the city. It is not compassionate in San Francisco to not hold people accountable for their actions. That is exactly what is happening. That is the state of our homelessness and addiction policy in San Francisco and in California, and it has to change.”

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It was party time at the Farmers Dog! 🎉💃🕺 “We shut the pub for a night and took some time to celebrate with the 170 wonderful people who make it all happen at The Dog, in the kitchens, the pub, Hops&Chops and the diddlysquat.farmshop - in the tent as well as in the prep kitchen and the team from the car parks and alongside some of our friends from hawkstone who we rely on to keep our many bars flowing ..we couldn’t more grateful to this wonderful team for making a visit to The Dog so special..” #backbritishfarmingdrinkhawkstone

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Raila Odinga: I have addressed the nation and the President is part of the nation and it applies to him as much as it applies to the other people. I am not partisan in any way, this is a proposal that is coming to me and from my party ODM. This is our stand as a party #SabaSaba

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Madonna on yoga: "The whole thing about yoga is that you could just sit in a lotus position and you're doing yoga. You could just take a walk on a beach and you're doing yoga. It starts with your state of mind. And you get into a meditative state, and basically the asanas or the poses are just something to do while you're meditating. "It's taught me how to be a lot more flexible — and I don't mean just physically, I mean emotionally. I mean just in terms of how I look at the world, how I look at other people, how I am with other people. And I've learned to be not only easier on myself, but also on other people in terms of my expectations. "And it gives me a certain kind of centredness and serenity that I don't think I had before. I mean, it gives me so much, and the more I talk about it, the more trivial it sounds. It's been a great influence."
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Madonna on yoga: "The whole thing about yoga is that you could just sit in a lotus position and you're doing yoga. You could just take a walk on a beach and you're doing yoga. It starts with your state of mind. And you get into a meditative state, and basically the asanas or the poses are just something to do while you're meditating. "It's taught me how to be a lot more flexible — and I don't mean just physically, I mean emotionally. I mean just in terms of how I look at the world, how I look at other people, how I am with other people. And I've learned to be not only easier on myself, but also on other people in terms of my expectations. "And it gives me a certain kind of centredness and serenity that I don't think I had before. I mean, it gives me so much, and the more I talk about it, the more trivial it sounds. It's been a great influence."

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A Talk About AI That Will Blow Your Mind. It Did In 1998 When I Attended The Talk. I just found this video from 1998 when I attended this talk by Rupert Sheldrake, Terence McKenna and Ralph Abraham at the University of California, Santa Cruz to explore how machine intelligence might evolve in relation to our own. I never thought I would see this again and it had a great influence on me in the AI I was building in that era and on to today. But ai just found a copy. I certainly did not run around with a VHS recorder so I am blown away that this exists. Now you can see what I saw. At that time, the internet was still young, and artificial intelligence belonged mostly to science fiction. Yet many of the questions we raised then have become part of daily life. In this conversation, it was explored whether intelligence is best understood as logic and computation, or as something embodied, participatory, and alive. Can the mind be reduced to code, or does life itself depend on forms of knowing that no algorithm can contain? AI now outpace us in speed, reach, and memory. Yet the deeper mystery is not how far they can go, but what they reveal about mind and ourselves. Will AI reproduce the limitations of our mechanistic worldview, or might it help us rediscover dimensions of mind that transcend machinery altogether? It's striking how near we now are to the possibilities we once only speculated about. Quantum computing, self-learning systems, large language models very much as Terence describes—and the looming prospect of superintelligence—have moved from the margins to the mainstream. But the heart of the conversation remains just as relevant today, if not more so: what is consciousness, and how might we participate in its unfolding evolution?
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A Talk About AI That Will Blow Your Mind. It Did In 1998 When I Attended The Talk. I just found this video from 1998 when I attended this talk by Rupert Sheldrake, Terence McKenna and Ralph Abraham at the University of California, Santa Cruz to explore how machine intelligence might evolve in relation to our own. I never thought I would see this again and it had a great influence on me in the AI I was building in that era and on to today. But ai just found a copy. I certainly did not run around with a VHS recorder so I am blown away that this exists. Now you can see what I saw. At that time, the internet was still young, and artificial intelligence belonged mostly to science fiction. Yet many of the questions we raised then have become part of daily life. In this conversation, it was explored whether intelligence is best understood as logic and computation, or as something embodied, participatory, and alive. Can the mind be reduced to code, or does life itself depend on forms of knowing that no algorithm can contain? AI now outpace us in speed, reach, and memory. Yet the deeper mystery is not how far they can go, but what they reveal about mind and ourselves. Will AI reproduce the limitations of our mechanistic worldview, or might it help us rediscover dimensions of mind that transcend machinery altogether? It's striking how near we now are to the possibilities we once only speculated about. Quantum computing, self-learning systems, large language models very much as Terence describes—and the looming prospect of superintelligence—have moved from the margins to the mainstream. But the heart of the conversation remains just as relevant today, if not more so: what is consciousness, and how might we participate in its unfolding evolution?

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Emanuel NUKES the Democratic Party: “They weren’t very good in the family room, not very good in the kitchen. The only room we were good in was the bathroom, and that was the smallest room in the house. It’s nuts.” “[The DNC] invited a bunch of culture wars into our kids’ schools, and we LOST that war… Up in San Francisco, they were arguing and voted to take Abraham Lincoln’s name off of a high school… They lost the plot… and they lost the American people in that plot.” “The one thing the American people want from us is when their backs are up against the wall, they want us to show up and help them, not argue about l*tinx as a term, not argue about defunding police… or more importantly, letting the border get out of control.” Bill Maher: “This sounds exactly like the sh*t I’ve been saying for years.”
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Emanuel NUKES the Democratic Party: “They weren’t very good in the family room, not very good in the kitchen. The only room we were good in was the bathroom, and that was the smallest room in the house. It’s nuts.” “[The DNC] invited a bunch of culture wars into our kids’ schools, and we LOST that war… Up in San Francisco, they were arguing and voted to take Abraham Lincoln’s name off of a high school… They lost the plot… and they lost the American people in that plot.” “The one thing the American people want from us is when their backs are up against the wall, they want us to show up and help them, not argue about l*tinx as a term, not argue about defunding police… or more importantly, letting the border get out of control.” Bill Maher: “This sounds exactly like the sh*t I’ve been saying for years.”

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