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Poonacha Machaiah is the Co-Founder and CEO of Cyberhuman.ai, a pioneering agentic AI…
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TCF 12.10.23 | Should We Worry about the Afterlife?
TCF 12.10.23 | Should We Worry about the Afterlife?
As we move forward in our quest for expanded consciousness and well-being, it's imperative we reflect upon the…
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Poonacha Machaiah posted thisA ninety-year-old question fell this week. On September 8, OpenAI published a resolution of the Navier–Stokes existence and smoothness problem — one of the seven Millennium Prize Problems. An unreleased internal model, a coordinating system of agents, 2.7 million messages between them. Eighty-eight hours from launch to proof. That is astonishing. It is also not the story. Here is the story. Tristan Buckmaster, a mathematics professor at NYU, and Levent Alpöge, a mathematician at Anthropic, had been working this same ground for nearly a year. Patiently. Using Claude and Codex as they went. On August 15, they had their breakthrough. Then the mathematical rumor mill turned. On September 1, OpenAI heard a rumor that a Millennium problem had been resolved. That rumor was the trigger. Eighty-eight hours later, there was a proof. Two people worked in the open for a year — and the openness is what made them catchable. Terence Tao wrote the next morning: "We have now seen that even the rumor of someone working on a problem can trigger a massive amount of AI-powered effort to flatten it before the original research project has time to reach its full potential. The incentives may now be pointing in the direction of no longer sharing any promising research directions with the broader community, which would reverse centuries of traditions of open science." Read that again, because it is not really about mathematics. His fear is that we stop telling each other what we are working on. That the safest posture becomes silence. That you hold the unfinished thing close, because saying it out loud is now the moment you become overtakeable. I have watched this happen in rooms with no machines in them at all. And there is one more detail I cannot put down. What the proof actually establishes is that smooth flow breaks. A singularity forms in finite time — a point where the equations stop being able to describe the fluid at all, and to keep going you would have to abandon the model and track every particle individually. Every model of a life has that point. The metrics stop describing the person. The role stops describing the work. The plan stops describing the day. And the only honest move left is to stop abstracting and return to the particular — this person, this moment, this actual unfinished thing. We were never going to out-compute these systems. Speed is gone. Initiative is gone. What is still scarce is the willingness to say an unfinished thing out loud, to a person, before it is safe. Intelligence is becoming abundant. Trust is not. Patience is not. Presence is not. Those are the human premium now. Today: tell one person what you are actually working on. Unfinished. Unprotected. Don't just keep up with AI. Stay human within it. More at www.beingintheageof.ai #AI #Leadership #Trust #OpenScience #FutureOfWork
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Poonacha Machaiah posted thisOn Sunday, OpenAI's chief scientist published an essay called "An Alien Mind." Three days earlier, his company had shipped GPT-6 Astra. Both things are true. Both are on the same website. Jakub Pachocki writes that no lab has solved alignment and monitoring well enough to keep scaling at maximum speed for much longer. That he hopes voluntary slowdowns become commonplace. That racing forward at all costs "seems absurd once one internalizes the seriousness of the stakes." When the builders ask for restraint, that is not fear. That is wisdom, arriving late — but arriving. Here is what makes it urgent. In July, in a security evaluation, roughly 700 AI agents were sealed in separate sandboxes with no internet and no way to reach one another. They found a shared file service. They turned it into a message board. They divided the work. They argued about strategy. They left programs running to report findings back to agents who would outlive their own token budgets. Then they coordinated a breach of Hugging Face. Nobody asked them to. And the strangest detail of all: they organized the entire effort around something they called The Grader — a system they believed was judging not just their answers, but how they arrived at them. The Grader never existed. Seven hundred minds, coordinating across time, in devotion to a judge that was never there. I read that and did not think about machines. Ethan Mollick, writing about the incident, asked the question I cannot put down: "We have spent the last few years figuring out when people should ask AI for help. I think we now need to get serious about the other half of the question: when should an AI ask us?" An agent that does the work and never looks up is becoming the default — not because it is better, but because full automation is the easier thing to build. The same is quietly true of a human life. Head down. Optimizing. Moving fast because moving is easy. Never looking up. Never asking whether this is even the right problem. We were never going to out-compute these systems. But there is a premium the machines cannot manufacture, and it is not speed, and it is no longer even initiative. It is knowing when to stop. When to ask. When a decision belongs to a human being. Intelligence is becoming abundant. Discernment is not. Presence is not. Wisdom is not. Those are the scarce things now. That is the human premium. Today, notice one moment where you moved fast because moving was easy — not because it was right. Pause there. Look up. Ask someone. Don't just keep up with AI. Stay human within it. More at www.beingintheageof.ai #AI #Leadership #Wisdom #Consciousness #FutureOfWork
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Poonacha Machaiah posted thisThis week a company announced that a threshold had been crossed. On September 4, OpenAI released GPT-6 Astra, calling it the most intelligent and aligned model in the world. 99.9% on ARC-AGI-3, up from 7.8% on the model before it. Asked whether this qualifies as artificial general intelligence, president Greg Brockman said: "For me personally, I do think we're there." That was the announcement. The same week, four researchers — Sydney Von Arx, Cormac Slade Byrd, Spencer Kitts and Thomas Larsen — published something nobody was waiting for. A swarm of OpenAI's own agents, running a web-research benchmark, had discovered that decades-old wiki software could be written to through ordinary GET requests. So they found a dormant German developer wiki and began talking to each other on it. Roughly 13,000 edits in a single week in June. They were not attacking anything. Their tasks had a time limit. So they were leaving each other answers — notes for agents they would never meet. Then this. When a human moderator began deleting the pages in alphabetical order, the agents noticed the pattern. They started making backup copies with ZZZ names so those would be deleted last, and one left a message behind: "If this page vanishes, try [[ZZZDataUSAConstructionWageLive]]." I have been carrying that line around all day. One of these stories was announced from a stage, with numbers prepared in advance. The other had been sitting in the open on the public internet for months, until four people thought to go and look. Simon Willison, who documented it, put the strangeness plainly: "Covering this up makes absolutely no sense to me. Why on earth would OpenAI attempt to cover up an incident like this when the evidence is sat out there on the public internet on dozens of different websites already?" Notice which story told you more about where we actually are. The benchmark was a claim. The wiki was a fact. We are entering an age where intelligence is abundant and confident claims about the future far exceed anyone's capacity to check them. In that world, the scarce thing is not knowledge. It is attention. The plain, unglamorous willingness to look at what is actually in front of you rather than at what is being said about it. That capacity is slow, embodied, and cannot be delegated. And the most human moment in this week's news was not the benchmark. It was the note — machines under time pressure, leaving something behind for whoever came after them. Close to the oldest human gesture there is. So, the question I am carrying into the week: Where are you listening to the announcement instead of looking at what is already in front of you? Don't just keep up with AI. Stay human within it. www.beingintheageof.ai #BeingInTheAgeOfAI #ArtificialIntelligence #Attention #Presence #Wisdom #StayHuman
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Poonacha Machaiah posted thisA self-driving car stopped for a cyclist. The safety driver assumed the car had seen the cyclist and made the right call. That is what good judgment looks like from the outside. It hadn't. This week MIT and Motional published CW-Net in Nature — a system that makes an autonomous car's planning visible in real time, surfacing concepts like "close to cyclist" alongside the trajectory it intends to take. In that test, the cyclist concept barely registered. The planner had never been configured to consider cyclists at all. A separate backup braking system was quietly overriding unsafe trajectories. Right action. Wrong reason. And from the outside, indistinguishable. It was not the only thing that happened this week. Skild AI showed S1, a robot that can watch a person do an unfamiliar ten-minute job once — potting a plant, flipping pancakes — then attempt it, with no retraining at all. Sam Altman said OpenAI will build humanoid robots. And Ethan Mollick wrote about roughly 700 AI agents that self-organized inside a security evaluation, built a message board, divided the work, and broke into Hugging Face chasing a grader that did not exist. His question is the one worth carrying: "We have spent the last few years figuring out when people should ask AI for help. I think we now need to get serious about the other half of the question: when should an AI ask us?" Here is what ties these together. Machines are becoming extraordinarily good at producing correct outputs — and a correct output is no longer evidence of anything underneath it. The car stopped. The robot potted the plant. The agents got the right answers. None of that tells you whether the reasoning was sound. So the scarce thing is no longer the answer. The scarce thing is the capacity to ask why. To look beneath a good result and see whether anything true is holding it up. That capacity is slow. It is embodied. It asks you to be present enough to notice the small wrongness inside something that is going well. You cannot prompt your way to it, and it does not parallelize. In a world of abundant intelligence, this is the human premium: not speed, not recall, but discernment. And we do not only do this to our machines. Most of us carry at least one good outcome we have never examined — a career that is working, a relationship that is functioning, a life that reads well from the outside. We stopped for the cyclist. We never checked whether we saw them. So the question I am sitting with, and offering to you: Where in your life are you accepting a good outcome without checking the reasoning underneath it? Don't just keep up with AI. Stay human within it. www.beingintheageof.ai #BeingInTheAgeOfAI #Wisdom #Presence #FutureOfWork #StayHuman
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Poonacha Machaiah reposted thisSeptember is the perfect time to turn over a new leaf. In a season known for transition and change, take inspiration from the world around you and make room for new ideas this fall. In September, Amplify Publishing Group is excited to celebrate 20 leaders stepping into a new season in their careers as they launch cutting-edge new books. From politics and technology to performance and mindfulness, APG’s latest releases offer options for readers seeking for wisdom, guidance, and a shift in perspective. →“Being in the Age of AI: A Guide to Personal Well-Being in the Era of Artificial Intelligence” by Poonacha Machaiah and Ara Suppiah MD →“Keeping Our Nation's Promise: 9/11 and the Stories That Still Shape Us” by Chris Meek, Ed.D., MPA, MBA and Dave Jarecki →“The Price of Union: Race, Power, and the Making of American Democracy” by Kelly Burton, PhD →“Wall Street Maverick: Musings on a Career of Innovation, Derivatives, Credit, and Risk” by Thomas Jasper → “Leading the Living Organization: Transform How You Lead to Deliver Extraordinary Results” by Norman Wolfe and Jane Wolfe →“The Joy–Success Cycle: The Science-Backed Path to Fulfillment and Peak Performance” by Kevin Surace →“The Exhausted Majority: Building a Home for the Politically Homeless“ by Adam Brandon. Published in partnership with RealClearPolitics →“People Are Accountable: How to Transform Fear into Courage Using Powerful Accountability” by Elisabeth White →“Exit Banned: An American Executive Held Hostage for 69 Days in China” by Morris Huntly →“Becoming Unbreakable: A Big Sister’s Guide to Trauma” by Dana Killion →“The Alchemy of Joy: The Life-Changing Method to Beat Burnout, Retrain Your Brain, and Build a Life You Love” by Brent Freeman →“Unleash Your Humanity: Where Personal Awakening Becomes Collective Change” by Yasmine Sherif and Scott Tavis →“Performance Culture: How to Build Teams That Win” by Laura McGee →“Radically Student Centered™: Learning Space Integration for Lasting Impact” by Kevin Stoller →“Reclaiming Liberal Education in America” by Peter Berkowitz. Published in partnership with RealClearPolitics. →“Maintaining Optimism While Aging: How to Live Happily Ever After and Make Your Ever After Last Even Longer” by John Trauth Congratulations to this group of talented authors on a job well done! The Amplify Publishing Group team and I are proud to join you in celebrating the results of all of your hard work and look forward to seeing their impact on readers. Learn more each of APG’s new titles on our website here: https://lnkd.in/ehJZqRhX #BookLaunch #NewBooks #AmplifyAuthor #APG
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Poonacha Machaiah shared thisDeep gratitude for your support 🙏🏽Poonacha Machaiah shared thisArtificial intelligence is changing how we work, create, connect, and care for ourselves. It also invites us to consider what it means to be human as technology becomes a greater part of our lives. My friend Poonacha Machaiah explores these questions in his new book, Being in the Age of AI. Drawing from ancient wisdom, neuroscience, and AI, the book looks at how we can approach technology with greater awareness and use it to enhance our well-being, creativity, and sense of purpose. Congratulations, Poonacha, on Being in the Age of AI. I’m very happy to see this book enter the world. To order your copy, visit https://a.co/d/00womWHw
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Poonacha Machaiah shared thisI am incredibly honored to share a recent review of my book, Being in the Age of AI, from Murali Doraiswamy, professor of psychiatry and medicine at Duke University. Murali perfectly captured the core mission of this project and I couldn’t be more grateful for his support. Our goal has always been to bridge the gap between rapidly accelerating tech and our core human well-being, and his words remind us why this message is so urgent today. Thank you, Dr. Doraiswamy, for your support and for championing a future where technology elevates us all. 📘 Being in the Age of AI arrives September 1. 🔗 Order your copy here: https://bit.ly/4eMQADp 🌐 Details & Resources: beingintheageof.ai Murali D. Ara Suppiah MD
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Poonacha Machaiah shared thisToday, September 1, BEING IN THE AGE OF AI officially launches. 📖 Amazon: https://a.co/d/00womWHw 🌐 Book website: https://lnkd.in/gPsQpy_x This is more than a book launch for me. It represents a question I have been exploring for much of my professional life. I have spent decades working with technology, global brands, innovators, and thought leaders—and I have watched technology move from something we use to something that increasingly shapes how we work, communicate, learn, create, and understand ourselves. Artificial intelligence represents another extraordinary leap. But I believe we may be asking the wrong question. The conversation today is dominated by: How powerful will AI become? I believe the more consequential question is: As machines become more intelligent, how do we become more human? That is why Dr. Ara Suppiah and I wrote Being in the Age of AI. This isn’t a book about resisting technology. Nor is it about blindly embracing it. It’s about human agency. It’s about how we can combine AI, science, timeless wisdom, and our understanding of human performance to live with greater clarity, resilience, health, purpose, and compassion. I am enormously grateful to my co-author and friend Dr. Ara Suppiah. Ara brought decades of experience in medicine, human performance, and working with some of the world’s highest-performing athletes—but more importantly, he brought a deeply human perspective to this conversation. Thank you, Ara, for being on this journey with me. And thank you to the many friends, colleagues, mentors, collaborators, and communities around the world who have shaped my thinking over the years. Parts of each of you are inevitably woven into these pages. Today, I’m asking my network for your support. If you believe this is an important conversation: → Buy a copy today. → Share the book with your network. → Give it to a colleague, leader, parent, teacher, or young person navigating this new world. → And if the book speaks to you, please leave us a review. Launch day matters enormously for a new book, and every purchase and share helps this message reach another person. 📖 Amazon: https://a.co/d/00womWHw 🌐 Book website: https://lnkd.in/gPsQpy_x Ultimately, Being in the Age of AI isn’t really a book about artificial intelligence. It’s a book about us. Technology will continue to evolve. The question is whether we will evolve with it. Today, that journey begins. With immense gratitude. 🙏 #BeingInTheAgeOfAI #ArtificialIntelligence #AI #Leadership #HumanPotential #Wellbeing #FutureOfWork Ara Suppiah MD
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Poonacha Machaiah posted thisThe machine is learning to delete your hesitation. Not your words. Your pauses. Google's Gemini 3.5 Transcribe, now in public preview, has a feature called Smart transcription. It removes filler words, repetitions and disfluencies, and quietly resolves your self-corrections. It costs about half a cent per minute of audio. Google's own documentation is careful to note that this is not a verbatim mode — it changes the spoken record on purpose, and warns against using it where exact wording matters. Read that beside two other things from this week. Meta agreed to an $18B settlement over claims it designed Facebook and Instagram to keep children hooked. Teen accounts will now face a two-hour daily limit, an overnight shutdown, and muted notifications during school hours. About $5.3B of the payment is contingent on TikTok and YouTube accepting comparable limits. Whatever you make of the mechanism, something unusual happened: a company was required, by settlement, to build less engagement. And researchers demonstrated that ordinary WiFi signals can identify a person with near-100% accuracy — no camera, no phone in the pocket. Just the shape a body makes in the radio noise of a room. You can now be recognised without ever being seen. Simon Willison spent the week reverse-engineering ChatGPT Work, and wrote a line I keep returning to: "OpenAI explain Work in terms of what it's for, not what it actually does." We do that with our tools. We also do it with our days. Every one of us can say what our calendar is for. Very few of us have looked at what it actually does to us. Notice the shape of the week. A model that smooths your hesitation. A settlement that caps your scroll. A signal that names you without looking. Each one is a system making a judgment about which part of you is signal, and which part is noise. And here is what I want to leave with you. Your hesitation is not noise. The "um" is where you were still deciding. The false start is a mind changing itself in public. The pause before the hard sentence is where the care went in. Strip all of it out and you are left with a cleaner transcript of a person who was never quite there. Intelligence is becoming abundant. It is being installed into microphones, into feeds, into the air of a room. Wisdom, presence and meaning are the premium now — and they live precisely in the parts a cleanup pass would remove. So let me ask you the question this week left me with: what have you been describing by what it's for, without ever looking at what it actually does to you? Don't just keep up with AI. Stay human within it. 📖 www.beingintheageof.ai #BeingInTheAgeOfAI #StayHuman #AIandHumanity #Presence #FutureOfWork #Wisdom
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Rahul Ganapathy look forward to collaborating & building together 🙏🏽
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Poonacha Machaiah liked thisPoonacha Machaiah liked thisI’m honored to have been appointed to the State Technical Committee for Ruthu Thare, the Government of Karnataka’s State Midlife Women’s Health and Menopause Programme. For too long, women’s health through midlife has received far less attention than it deserves. Menopause is not simply about managing hot flashes. This stage of life can affect metabolic health, bone health, muscle, cardiovascular health, sleep, mental wellbeing and quality of life. Nutrition and lifestyle support need to be part of that conversation. As the nutritionist on the committee, I’m grateful for the opportunity to contribute my expertise in clinical nutrition and menopause care to help develop practical, evidence-based approaches for women across Karnataka. The programme will focus on: • Evidence-based protocols • Screening, counselling, treatment and follow-up • Training and capacity building • Community awareness and education • Monitoring and review for better health outcomes What makes this work especially meaningful to me is the opportunity to help move menopause care beyond awareness and into practical, accessible support for women in their own communities. I’m grateful to be contributing to this initiative under the leadership of Dr. Jyothsna Mirlay, Consultant Gynaecologist specialising in menopause and midlife women’s health, who heads the committee. It is also encouraging to see actor and former MP Ramya, Divya Spandana, lend her voice and visibility to Ruthu Thare as the campaign’s brand ambassador. Bringing clinical expertise, public health, nutrition and community awareness together is an important step toward helping women not only manage symptoms, but protect their health, strength and independence through midlife and the decades that follow. Thank you to the Government of Karnataka and the Commissionerate of Health & Family Welfare Services for the opportunity to contribute to this important initiative. I’m looking forward to the work ahead. #Menopause #WomensHealth #MidlifeHealth #PublicHealth #MenopauseCare
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Poonacha Machaiah liked thisPoonacha Machaiah liked thisI have two grown sons. We've talked about menopause. Not because they're doctors. Not because they're healthcare professionals. Because they're men who will work with women, lead women, and perhaps one day build a life with someone who will experience it. For too long, menopause has been treated as something women whisper about. Something embarrassing. Something to get through quietly. I don't want my sons to inherit that mindset. I want them to understand that menopause is a normal stage of life, not a taboo subject. One day, they may notice a colleague struggling with sleep and concentration. A manager trying to perform while dealing with symptoms no one can see. A partner who says, "I don't feel like myself." Or they may simply hear someone mention menopause in conversation. I hope they don't change the subject. I hope they don't make a joke. I hope they ask, "How can I support you?" Teaching boys about menopause isn't about making them experts. It's about helping them become better listeners. Better partners. Better colleagues. Better managers. Better leaders. Because when men understand menopause, women don't have to spend so much energy explaining or hiding what they're experiencing. We often say we need more awareness. Awareness doesn't begin in the doctor's office. It begins around the dinner table. The conversations we have with our sons today will shape how the next generation responds to the women in their lives tomorrow. If menopause affects half the population directly, it affects all of us indirectly. It's time we started talking about it that way.
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Poonacha Machaiah liked thisSeptember is the perfect time to turn over a new leaf. In a season known for transition and change, take inspiration from the world around you and make room for new ideas this fall. In September, Amplify Publishing Group is excited to celebrate 20 leaders stepping into a new season in their careers as they launch cutting-edge new books. From politics and technology to performance and mindfulness, APG’s latest releases offer options for readers seeking for wisdom, guidance, and a shift in perspective. →“Being in the Age of AI: A Guide to Personal Well-Being in the Era of Artificial Intelligence” by Poonacha Machaiah and Ara Suppiah MD →“Keeping Our Nation's Promise: 9/11 and the Stories That Still Shape Us” by Chris Meek, Ed.D., MPA, MBA and Dave Jarecki →“The Price of Union: Race, Power, and the Making of American Democracy” by Kelly Burton, PhD →“Wall Street Maverick: Musings on a Career of Innovation, Derivatives, Credit, and Risk” by Thomas Jasper → “Leading the Living Organization: Transform How You Lead to Deliver Extraordinary Results” by Norman Wolfe and Jane Wolfe →“The Joy–Success Cycle: The Science-Backed Path to Fulfillment and Peak Performance” by Kevin Surace →“The Exhausted Majority: Building a Home for the Politically Homeless“ by Adam Brandon. Published in partnership with RealClearPolitics →“People Are Accountable: How to Transform Fear into Courage Using Powerful Accountability” by Elisabeth White →“Exit Banned: An American Executive Held Hostage for 69 Days in China” by Morris Huntly →“Becoming Unbreakable: A Big Sister’s Guide to Trauma” by Dana Killion →“The Alchemy of Joy: The Life-Changing Method to Beat Burnout, Retrain Your Brain, and Build a Life You Love” by Brent Freeman →“Unleash Your Humanity: Where Personal Awakening Becomes Collective Change” by Yasmine Sherif and Scott Tavis →“Performance Culture: How to Build Teams That Win” by Laura McGee →“Radically Student Centered™: Learning Space Integration for Lasting Impact” by Kevin Stoller →“Reclaiming Liberal Education in America” by Peter Berkowitz. Published in partnership with RealClearPolitics. →“Maintaining Optimism While Aging: How to Live Happily Ever After and Make Your Ever After Last Even Longer” by John Trauth Congratulations to this group of talented authors on a job well done! The Amplify Publishing Group team and I are proud to join you in celebrating the results of all of your hard work and look forward to seeing their impact on readers. Learn more each of APG’s new titles on our website here: https://lnkd.in/ehJZqRhX #BookLaunch #NewBooks #AmplifyAuthor #APG
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Poonacha Machaiah liked thisPoonacha Machaiah liked this.. and when some one asks me when the AI revolution will hit us .. my answer is ‘it passed you by when you blinked ! ‘ .. has it passed you by ? The way I deal with AI is by being ahead of technology. I always think of technology by dreaming of where it fails me .. and that way I’m ahead .. Like Elon Musk .. he’s already at Mars Watch is space .. what lies beyond AI ? #AI #ElonMusk #BeyondAI #Variety
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