Shows
Future Learning Design PodcastLearning with a Thousand Brains - A Conversation with Dr Viviane ClayAfter learning about the amazing work of my guest this week, I had an idea that I wanted to test out. Perhaps our current obsession with Large Language Models is revealing of our historic obsession with a narrow cognitivist view of how human learning happens (and, therefore, how schooling is structured)?!Memorise the largest possible bank of static data and then output plausible propositions, in response to prompts from a teacher or a standardised exam! Obviously that's a bit of an unfair caricature of the industrial schooling system, but also not a million miles from the truth...2025-05-1844 min
Life with MachinesAI Isn’t Intelligent—Here’s What’s Missing | Jeff Hawkins (Ep. 14)In this episode of Life With Machines, Baratunde sits down with Jeff Hawkins—PalmPilot inventor and author of A Thousand Brains: A New Theory of Intelligence—to talk about why today’s AI isn’t actually intelligent. Jeff makes the case that deep learning is just fancy pattern matching, not real thinking, and argues that true intelligence will only emerge once we crack the brain’s code. He lays out a future where AI works more like a human mind and eventually surpasses our intelligence. Fun times. Also BLAIR, the show’s AI co-producer, chimes in with their own thoughts on...2025-03-251h 25
The Jim Rutt ShowEP 281 Jeff Hawkins and Viviane Clay on the Thousand Brains TheoryJim talks with Jeff Hawkins and Viviane Clay about the Thousand Brains Project and Jeff's book A Thousand Brains: A New Theory of Intelligence. They discuss Mountcastle's theory of the neocortex's universal algorithm, cortical columns & their structure, learning modules in AI sensory systems, reprogramming of the neocortex, the 6 layers of cortex, mini-columns & macro-columns, the visual cascade, reference frames as essential for knowledge representation, "voting" for perceptual consensus, how the project differs from deep learning & LLM approaches, James Gibson's concept of affordances, the "Jennifer Aniston neuron" idea, current state of the Monty project, solving fundamental problems vs making impressive demos, avoiding "o...2025-02-051h 32
Gen Z Diplomat“Everything You Know About Thinking Is Wrong” – Dr. Clay on the Thousand Brains TheoryThis is episode 109.Dr. Viviane Clay is a researcher at Numenta. The Thousand Brains Project is a collaborative, open-source initiative that focuses on developing a new type of artificial intelligence based on a sensorimotor framework for intelligence, the Thousand Brains Theory.Connect with Dr. Clay: Website vivianeclay.comNumenta: http://numenta.comLinkedIn: https://www.linkedin.com/in/viviane-kakerbeck/-Info: Spotify: https://sptfy.com/O2uWApple Podcasts: https://apple.co/3qXL37WConnect: Website: https://ayushprakash.com LinkedIn: https://www.linkedin.com/in/prakash-ayush/ Instagram: instagram.com/notayushprakashBooks: AI for Gen Z: https://www.amazon.ca/AI-Gen-Story-Technology-Society/dp/0981182151/2024-12-1150 min
Цифровая реальностьТувалу создает цифровое государство из-за риска уйти под водуВ новом выпуске подкаста:
🔸В Японии Национальный центр по делам потребителей предложил гражданам указывать в завещании имена пользователей и пароли от аккаунтов. Рекомендация появилась после случаев, когда граждане не могли отменить подписки, на которые их близкие подписались перед смертью;
🔸Островное государство Тувалу, столкнувшееся с угрозами, связанными с изменением климата и повышением уровня моря, создаёт цифрового «двойника» своей территории. Правительство стремится сохранить культуру и права 11 000 граждан страны в метавселенной;
🔸Китайская компания обучила конкурента GPT-4 всего на 2000 графических процессорах и потратила 3 миллиона долларов по сравнению с 80–100 миллионами долларов OpenAI;
🔸Разработана ИИ-модель, которая потребляет гораздо меньше энергии и данных, чем существующие системы. Модель Numenta имитирует способность мозга обрабатывать информацию в реальном времени.
Обсудили эти новости с директором Национальной Гильдии Фрилансеров Кириллом Аношиным, начальником отдела по работе с регистраторами и пользователями Координационного центра доменов .RU/.РФ Георгием Георгиевским и руководителем департамента права цифровых технологий и биоправа НИУ ВШЭ Наталией Ковалёвой
Ведущая подкаста — Стася Савельева.
Подписывайтесь нас в Telegram: https://t.me/youthIGrus
И в VK: https://vk.com/cctldyouth2024-12-0341 min
CDFAM Computational Design SymposiumRealizing Differentiable Physics in Digital EngineeringRecorded at CDFAM Computational Design Symposium, NYC 2024Presentation AbstractIn the context of traditional and advanced industrial settings, the adoption of Scientific Machine Learning (SciML) requires operating in digital-physical environments governed by large-scale, three-dimensional, multi-modal data streams that are confounded with noise, sparsity, irregularities and other complexities that are common with machines and sensors interacting with the real, physical world. Digital engineering domains—that is CAD, CAM, CFD, and so on—and advanced manufacturing settings provide exemplary environments to separate tried & tested SciML from unreliable “AI” and game engines. This talk elaborates on such digital-physical environm...2024-11-0719 min
The TrajectoryJeff Hawkins - Building a Knowledge-Preserving AGI to Live Beyond Us (Worthy Successor, Episode 5)This is an interview with Jeff Hawkins, Founder of Numenta and author of “A Thousand Brains."This is the fifth installment of our "Worthy Successor" series - where we explore the kinds of posthuman intelligences that deserve to steer the future beyond humanity.Watch this episode on The Trajectory YouTube channel:https://youtu.be/pfqsbT0cW0o This episode referred to the following other essays and resources:-- A Worthy Successor - The Purpose of AGI: https://danfaggella.com/worthyRead Jeff's episode highlight: danfaggella.com/hawkins1...2024-10-111h 14
Stewart SquaredEpisode #3: San Francisco: The Empire at Its Peak or on the Brink?Welcome to the Stewart Squared podcast with the two Stewart Alsops! In this episode, Stewart Alsop II and Stewart Alsop III discuss the complexities of San Francisco’s tech scene, the future of AI, and the evolution of tech infrastructure. They explore how San Francisco’s self-perception contrasts with a broader sense of national decline, draw parallels between historical empires and modern society, and debate the real impact of AI beyond the current hype. The conversation also touches on the concept of "federation of devices," the bubble-like behavior in the AI industry, and the influence of figures like Elon Musk...2024-08-1541 min
Podcast DevExpertDesarrollo de Software, Sostenibilidad y Green Computing, con Elena Guidi | Ep. 13📩 No te pierdas ningún contenido exclusivo 👉 https://devexpert.io/newsletter
¿Te has parado alguna vez a pensar el impacto medioambiental que puede tener tu código? En este episodio Elena Guidi nos comparte mucha información sobre sostenibilidad y la relación con el desarrollo software.
00:00 Intro
01:29 ¿Quién es Elena Guidi? Trayectoria y estudios
04:26 ¿Cómo llegaste a estudiar ingeniería informática? - Sostenibilidad
09:48 ¿Cómo llegas al punto ecológico?
13:13 Divulgación - Green computing
18:48 ¿Qué acciones se pueden...2024-05-021h 13
Heads Talk200 - A Celebration - Heads Talk 200th EpisodeLet us know your thoughts. Send us a Text Message. Follow me to see #HeadsTalk Podcast Audiograms every Monday on LinkedInEpisode Title:- 🇬🇧Heads Talk 200th Episode🇨🇭Sample Memorable lines...Another milestone and a special week on Heads Talk today. Episode Number 2️⃣0️⃣0️⃣ . How better to celebrate than to have a sample of the guests and some of the memorable lines on the show. Look out for some familiar faces. What a ride! Here’s to the next 200. 🙏🙏Today’s Audiogram Listings in appearance order⚪️ Stephanie Boyce - EP: 116, 177th President The L...2024-03-2004 min
The Pulse of AINumenta Is Making Artificial Intelligence Better With NeurosciencePulse of AI Podcast Season 6 Episode 140 On this podcast, one of the last episodes of season 6, I am joined by Subutai Ahmad, CEO of Numenta. Numenta is in many ways a uniquely Silicon Valley company. It was founded by tech luminaries and has spent the last 17 years doing deep neuroscience research with the goal of better understanding the brain so that those principles could be applied to AI. This work underpins and acts as a platform for their products, the first of which was just recently released. Follow me on x @thepulseofai and go to o...2024-02-2344 min
Crazy WisdomFrom Early Apple to AI: Donna Dubinsky's Tech OdysseyThis is a new series of Crazy Wisdom where I invited my dad Stewart Alsop II to bring people from his past as a tech journalist and uncover the best stories from the 1980s, 90s and early 2000s about the personal computing revolution and apply them to the AI revolution currently happening. Our first guest Donna Dubinsky talks about her career experiences at Apple, handheld innovator Handspring, her work as the CEO of Palm (of the Palm Pilot handheld mobile device), and current AI work at Numenta. She and Stewart Alsop II both go deep on how...2024-01-291h 13
The NTM Growth Marketing PodcastThe NTM Growth Marketing Podcast #68 "Advancing Deep Learning and AI with Christy Maver""You have to be in constant motion and that’s a clear advantage of being at a startup." - Christy Maver Christy brings more than two decades of technology marketing and communications experience to Numenta while holding a BA in Economics from Princeton University. Previously, she launched analytics programs for the Retail and Healthcare industries as the Global Product Marketing Director of Analytics at Actian. Christy held a number of software marketing roles during her 13 years at IBM, where she managed user groups, produced live demos and developed big data video tutorials. She was also one of th...2023-11-0636 minThe NTM Growth Marketing PodcastThe NTM Growth Marketing Podcast #68 "Advancing Deep Learning and AI with Christy Maver""You have to be in constant motion and that’s a clear advantage of being at a startup." - Christy Maver Christy brings more than two decades of technology marketing and communications experience to Numenta while holding a BA in Economics from Princeton University. Previously, she launched analytics programs for the Retail and Healthcare industries as the Global Product Marketing Director of Analytics at Actian. Christy held a number of software marketing roles during her 13 years at IBM, where she managed user groups, produced live demos and developed big data video tutorials. She was also one of th...2023-11-0636 min
Artificial PulseArtificial Pulse - September 12, 2023Scientists Are Beginning to Learn the...
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Cancer patient digital twins and AI t...
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MLPerf 3.1 adds large language model ...
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As Senate tackles AI regulation, ever...
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Unistellar’s AI telescope lets you vi...
Source: https://go.shr.lc/45OQAgq
Numenta launches br...2023-09-1248 min
Crazy WisdomUncharted Territory: Unlocking the Full Potential of AI Through Neuroscience with Subutai AhmadShow Notes for Crazy Wisdom Podcast Episode with Subutai Ahmad Introduction The episode features Subutai Ahmad, the CEO of Numenta and a pioneering figure in both neuroscience and artificial intelligence (AI). The discussion navigates the complex relationship between the human brain's architecture and contemporary AI models like deep learning systems. Topics range from the historical evolution of these disciplines to the cutting-edge research that could shape their future. Historical Perspective The initial inspiration for artificial neural networks came from our rudimentary understanding of how neurons and connections work, going back to the 1940s. Donald Hebb significantly influenced...2023-08-2853 min
Today in TechCompanies begin exploring the AI multiverse | Ep. 70With the costs of large language models and generative AI platforms coming down, companies are beginning to explore highly focused systems that can answer questions to specific, niche topics. We explore the pros and cons of this approach with Lawrence Spracklen, senior technical advisor at Numenta.2023-08-0829 min
Heads Talk152 - Subutai Ahmad CEO: Neurotech Series - Numenta, Future of Intelligent ComputingLet us know your thoughts. Send us a Text Message. Follow me to see #HeadsTalk Podcast Audiograms every Monday on LinkedIn. Episode Title:- 🇺🇸Future of Intelligent Computing🇺🇸What better way to conclude this #HTNeurotechSeries 2023 on Heads Talk than to end as we began - with Numenta. Today, I have Subutai Ahmad, CEO Numenta to talk about all things to do with Intelligent Computing. Subutai has previously served as Vice President Engineering at Yes Video, Inc. where he helped grow the company from a 3-person start-up to a Leader in...2023-06-1137 min
The ValmyJeff Hawkins (Thousand Brains Theory) Podcast: Machine Learning Street Talk (MLST) Episode: #59 - Jeff Hawkins (Thousand Brains Theory)Release date: 2021-09-03Get Podcast Transcript →powered by Listen411 - fast audio-to-text and summarizationPatreon: https://www.patreon.com/mlst
The ultimate goal of neuroscience is to learn how the human brain gives rise to human intelligence and what it means to be intelligent. Understanding how the brain works is considered one of humanity’s greatest challenges.
Jeff Hawkins thinks that the reality we perceive is a kind of simulation, a hallucination, a confa...2023-06-072h 34
Working ScientistUnlocking the mysteries of the brain’s neocortexefJf Hawkins’ 2021 book A Thousand Brains: A New Theory of Intelligence, focuses on the neocortex and how it helps us to understand the world around us, before examining the future of artificial intelligence, based on what we already know about the brain.In this final episode of Tales from the Synapse, a 12-part podcast series about neuroscience, Hawkins describes how his book finishes on a philosophical note, by covering the future of humanity in an age of intelligent machines.Hawkins is chief scientist at Numenta, a research company he started 17 years ago in Redwo...2023-05-0326 min
Daily Crypto NewsProtecting Your I.D. & I.P. from A.I. w/ Identity.comToday in Daily Web 3 News: Phillip Shoemaker, Executive Director, Identity.com - Phillip Shoemaker brings over 20 years of experience in the mobile space to Identity.com. He helped build the Apple App Store including building the review operations team to over 300 people, writing the guidelines with Steve Jobs, and testifying with global government authorities. Most recently, Phillip has served as an advisor and investor for multiple blockchain startups. Prior to Apple, Phillip was the head of Developer Relations at Numenta, a company focused on understanding the brain and developing deep learning AI technology to solve real-world problems. At Numenta...2023-04-1821 min
Heads Talk131 - Jeff Hawkins Scientist: Neurotech Series - Numenta, Brain Power: A Theory on IntelligenceLet us know your thoughts. Send us a Text Message. Follow me to see #HeadsTalk Podcast Audiograms every Monday on LinkedIn. Episode Title:- 🇺🇸Brain Power: A Theory on Intelligence🇺🇸This conversation is a great way to kickstart this #HTNeurotechSeries on Heads Talk. One of the leading Neuroscientists in the field, Jeff Hawkins is the co-founder and Chief Scientist of Numenta. He is also the inventor of the PalmPilot. Do you remember how ubiquitous they were?Jeff is the architect of many computing products. In fact, he is often cre...2023-01-1545 min
The AutoML PodcastActive Dendrites: Brain-inspired multi-task learningToday we’re speaking with three researchers: Karan Grewal, Abhi Iyer and Akash Velu, about multi-task learning and how their new brain-inspired approach can help tackle it.We’ll be discussing what a task is, what exactly we mean by multi-task systems, distances between tasks, the difference between continual learning and multi-task learning, catastrophic forgetting, catastrophic interference and their causes, various approaches out there like context-dependent gating and synaptic intelligence, the role of scale, and sparsity, we’ll cover some basics of the brain like dendrites, proximal and distal dendrites, apical and basal dendrites, how active dendrites can he...2022-08-231h 08
Experiment ExchangeHow Numenta Builds Neural Networks Inspired by Sparsity in the Human BrainOur brains only use about 30-40 watts of power, yet are more powerful than neural networks which take extensive amounts of energy to run. So what can we learn from the brain to help us build better neural networks? Join Michael McCourt as he interviews Subutai Ahmad, VP of Research at Numenta, about his latest work.In this episode, they discuss sparsity, bioinspiration, and how Numenta is using SigOpt to help them build better neural networks and save on training costs.1:31 - Background on Numenta2:31 - Bioinspiration3:47 - Numenta's three research areas4:06...2022-06-2124 min
Yannic Kilcher Videos (Audio Only)Active Dendrites avoid catastrophic forgetting - Interview with the Authors#multitasklearning #biology #neuralnetworks
This is an interview with the paper's authors: Abhiram Iyer, Karan Grewal, and Akash Velu!
Paper Review Video: https://youtu.be/O_dJ31T01i8
Check out Zak's course on Graph Neural Networks (discount with this link): https://www.graphneuralnets.com/p/int...
Catastrophic forgetting is a big problem in mutli-task and continual learning. Gradients of different objectives tend to conflict, and new tasks tend to override past knowledge. In biological neural networks, each neuron carries a complex network...2022-03-2156 minYannic Kilcher Videos (Audio Only)Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments (Review)#multitasklearning #biology #neuralnetworks
Catastrophic forgetting is a big problem in mutli-task and continual learning. Gradients of different objectives tend to conflict, and new tasks tend to override past knowledge. In biological neural networks, each neuron carries a complex network of dendrites that mitigate such forgetting by recognizing the context of an input signal. This paper introduces Active Dendrites, which carries over the principle of context-sensitive gating by dendrites into the deep learning world. Various experiments show the benefit in combatting catastrophic forgetting, while preserving sparsity and limited parameter counts.
...2022-03-211h 05
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)100x Improvements in Deep Learning Performance with Sparsity, w/ Subutai AhmadToday we’re joined by Subutai Ahmad, VP of research at Numenta. While we’ve had numerous conversations about the biological inspirations of deep learning models with folks working at the intersection of deep learning and neuroscience, we dig into uncharted territory with Subutai. We set the stage by digging into some of fundamental ideas behind Numenta’s research and the present landscape of neuroscience, before exploring our first big topic of the podcast: the cortical column. Cortical columns are a group of neurons in the cortex of the brain which have nearly identical receptive fields; we discuss the behavi...2022-03-0750 min
Anyway.FM 设计杂谈№142: 一部手机和另一部手机先跟大家道个歉，《2021，我也就跟你谈谈》专题的下半部分还没剪完，并且一时半会儿剪不完，所以我们临时先录了一期关于两部「手机」的故事，一部是 Leon 新购入的 Google Pixel 6，另一个其实是最近我们在时报里也推荐过的一部纪录片~这部叫做《Springboard》的纪录片介绍了在 iPhone 之前，Palm 的创始团队在第一次离开 Palm 之后创造了两部智能掌上设备的故事，片子很短，内容很爽，看完还想看~# 内容提要04:58 · 先说说这部 Google Pixel 6 上的 Android 12 吧16:30 · 硬件方面……好像没啥好聊的……19:21 · 瑕不掩瑜，这部纪录片还是很棒的！# 参考链接上一期节目《2021，我也就跟你谈谈（上）》 1:59Google Pixel 6 手机 3:45纪录片《Springboard: the secret history of the first real smartphone》 3:45我台的 Palm 专题 4:12「精灵球」配色版本的 Pixel 6 6:02Leon 提到的那个下拉动效 7:35Material You 的官方文档 8:46曾经的过渡版本 Windows ── Windows Me 9:45Android 12 11:16Android 12 某空界面中的插画 14:18早期的 Nexus 手机 16:19当年让 Leon 大失所望的坚果 R2 套装 18:01《Springboard》发布在了 YouTube 上 19:51Palm 创始人之一 Jeff Hawkins 23:02片中受访者、Palm 和 Handspring 的重要人物 Peter Skillman 24:28同为设计师的 Rob Haitani 的 LinkedIn 24:39Palm 的另外一位创始人 Donna Dubinsky 25:18在 Handspring 负责市场营销的创始人 Ed Colligan 25:28Jeff 和 Donna 后来创立的神经科学和人工智能公司 Numenta 25:47Visor 掌上 PDA 27:09早期的 Treo 27:14片中那个乔布斯和 Hawkins 对未来的想象的对比图 27:39更正，片中提到，上图里画的移动设备是 PalmPilot 28:291979 年乔布斯拜访施乐公司事件 30:59现存的、和之前没啥关系的、由三星前员工创立的 Palm 公司 32:47# 会员计划在本台官网(Anyway.FM) 注册会员即可 14 天试用 X 轴播放器和催更功能~ 开启独特的播客互动体验，Pro 会员更可加入听众群参与节目讨(hua)论(shui)~ This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit rsspnrquqo2xpanywayfm.substack.com2021-12-2139 min
Anyway.FM 设计杂谈№142: 一部手机和另一部手机先跟大家道个歉，《2021，我也就跟你谈谈》专题的下半部分还没剪完，并且一时半会儿剪不完，所以我们临时先录了一期关于两部「手机」的故事，一部是 Leon 新购入的 Google Pixel 6，另一个其实是最近我们在时报里也推荐过的一部纪录片~这部叫做《Springboard》的纪录片介绍了在 iPhone 之前，Palm 的创始团队在第一次离开 Palm 之后创造了两部智能掌上设备的故事，片子很短，内容很爽，看完还想看~# 内容提要04:58 · 先说说这部 Google Pixel 6 上的 Android 12 吧16:30 · 硬件方面……好像没啥好聊的……19:21 · 瑕不掩瑜，这部纪录片还是很棒的！# 参考链接上一期节目《2021，我也就跟你谈谈（上）》 1:59Google Pixel 6 手机 3:45纪录片《Springboard: the secret history of the first real smartphone》 3:45我台的 Palm 专题 4:12「精灵球」配色版本的 Pixel 6 6:02Leon 提到的那个下拉动效 7:35Material You 的官方文档 8:46曾经的过渡版本 Windows ── Windows Me 9:45Android 12 11:16Android 12 某空界面中的插画 14:18早期的 Nexus 手机 16:19当年让 Leon 大失所望的坚果 R2 套装 18:01《Springboard》发布在了 YouTube 上 19:51Palm 创始人之一 Jeff Hawkins 23:02片中受访者、Palm 和 Handspring 的重要人物 Peter Skillman 24:28同为设计师的 Rob Haitani 的 LinkedIn 24:39Palm 的另外一位创始人 Donna Dubinsky 25:18在 Handspring 负责市场营销的创始人 Ed Colligan 25:28Jeff 和 Donna 后来创立的神经科学和人工智能公司 Numenta 25:47Visor 掌上 PDA 27:09早期的 Treo 27:14片中那个乔布斯和 Hawkins 对未来的想象的对比图 27:39更正，片中提到，上图里画的移动设备是 PalmPilot 28:291979 年乔布斯拜访施乐公司事件 30:59现存的、和之前没啥关系的、由三星前员工创立的 Palm 公司 32:47# 关注我们如果你觉得我们的内容更新太慢不够听，欢迎访问我们的官网 https://Anyway.FM，每周不定期更新设计相关资讯的网摘 Anyway.Now 等着你~ 也欢迎关注我们的 Twitter 账号：@AnwFM2021-12-2139 min
The Nonlinear Library: LessWrong Top PostsJeff Hawkins on neuromorphic AGI within 20 years by Steven ByrnesWelcome to The Nonlinear Library, where we use Text-to-Speech software to convert the best writing from the Rationalist and EA communities into audio.
This is: Jeff Hawkins on neuromorphic AGI within 20 years, published by Steven Byrnes on the LessWrong.
I just listened to AI podcast: Jeff Hawkins on the Thousand Brain Theory of Intelligence, and read some of the related papers. Jeff Hawkins is a theoretical neuroscientist; you may have heard of his 2004 book On Intelligence. Earlier, he had an illustrious career in EECS, including inventing the Palm Pilot. He now runs the company Numenta, which is dedicated to understanding...2021-12-1220 minThe Nonlinear Library: LessWrong Top PostsJeff Hawkins on neuromorphic AGI within 20 years by Steven ByrnesWelcome to The Nonlinear Library, where we use Text-to-Speech software to convert the best writing from the Rationalist and EA communities into audio.This is: Jeff Hawkins on neuromorphic AGI within 20 years, published by Steven Byrnes on the LessWrong.I just listened to AI podcast: Jeff Hawkins on the Thousand Brain Theory of Intelligence, and read some of the related papers. Jeff Hawkins is a theoretical neuroscientist; you may have heard of his 2004 book On Intelligence. Earlier, he had an illustrious career in EECS, including inventing the Palm Pilot. He now runs the company Numenta, which is dedicated to understanding...2021-12-1220 min
Angel Invest BostonGil Syswerda - AI and the Future - How to profit from AGI taking all the marblesSal' Syndicate: Click to Join Artificial General Intelligence (AGI) is the whole ball game. Whoever gets it first will rule. Who’s ahead and how to bet on them; this is only part of the excellent second chat with AI wiz Gil Syswerda. Highlights: Sal Daher Introduces Second Installment of Interview – AI and the Future Sponsors: Purdue University entrepreneurship, and Peter Fasse, patent attorney at Fish & Richardson “History is full of financial firms devising algorithms that work great in the past and don't work in the future.” “...our back testing showed on average 15% returns per year...2021-11-171h 21
Indian GenesJeff Hawkins A Thousand BrainsJeffrey Hawkins speaks exclusively to Indian Genes, he is the American founder of Palm Computing and Handspring where he invented the PalmPilot and Treo, respectively. He has since turned to work on neuroscience full-time, founding the Redwood Center for Theoretical Neuroscience (formerly the Redwood Neuroscience Institute) in 2002 and Numenta in 2005. Hawkins is currently Chief Scientist at Numenta, where he leads a team in efforts to reverse-engineer the neocortex and enable machine intelligence technology based on brain theory. Hawkins is the author of On Intelligence which explains his memory-prediction framework theory of the brain. In March 2021, he released his second book, A Thousand B...2021-09-041h 35
Machine Learning Street Talk (MLST)#59 - Jeff Hawkins (Thousand Brains Theory)Patreon: https://www.patreon.com/mlst
The ultimate goal of neuroscience is to learn how the human brain gives rise to human intelligence and what it means to be intelligent. Understanding how the brain works is considered one of humanity’s greatest challenges.
Jeff Hawkins thinks that the reality we perceive is a kind of simulation, a hallucination, a confabulation. He thinks that our brains are a model reality based on thousands of information streams originating from the sensors in our body. Critically - Hawkins doesn’t think there is just one model but rather; thousa...2021-09-032h 34
FINOS Open Source in Finance PodcastDebunking Common Fears About Open Source | Danese CooperIn this episode of the podcast Danese Cooper, Founder & Chair of InnerSource Commons, and long time open source veteran discusses Debunking Common Fears about Open Source (a great segway into our Open Source Strategy Forums upcoming in London and New York in October and November - that deal with open source in the regulated industry of financial services).
How can a regulated-industry business get ready for Open Source? That’s really a multi-layered question because of special requirements created by those regulations. The process of developing Open Source readiness through an internal InnerSource practice has been a foc...2021-09-0334 min
Chatter#183 - Jeff Hawkins On The Human Mind And The Thousand Brain Theory Of Intelligence #AIJeff Hawkins is the founder of Redwood Center for Theoretical Neuroscience in 2002 and Numenta in 2005. In his 2004 book titled On Intelligence, and in his research before and after, he and his team have worked to reverse-engineer the neocortex and propose artificial intelligence architectures, approaches, and ideas that are inspired by the human brain.
His previous book, On Intelligence, was an impressive scientific journey into intelligence as a memory-prediction system for experiences and therefore vastly different than a computer. He compared a human brain’s neuron to two machine neurons: a traditional neural network neuron and his version of a more so...2021-08-311h 01
Lex Fridman Podcast#208 – Jeff Hawkins: The Thousand Brains Theory of IntelligenceJeff Hawkins is a neuroscientist and cofounder of Numenta, a neuroscience research company. Please support this podcast by checking out our sponsors:
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EPISO...2021-08-082h 25
Making Sense with Sam Harris - Subscriber Content#255 - The Future of IntelligenceIn this episode of the podcast, Sam Harris speaks with Jeff Hawkins about the nature of intelligence. They discuss how the neocortex creates models of the world, the role of prediction in sensory-motor experience, cortical columns, reference frames, thought as movement in conceptual space, the future of artificial intelligence, AI risk, the “alignment problem,” the distinction between reason and emotion, the “illusory truth effect,” bad outcomes vs existential risk, and other topics. Jeff Hawkins is a scientist whose life-long interest in neuroscience led to the co-founding and creation of Numenta, a team of scientists and engineers applying neuroscience principles to machine...2021-07-091h 36
Data Science at HomeTrue Machine Intelligence just like the human brain (Ep. 155)In this episode I have a really interesting conversation with Karan Grewal, member of the research staff at Numenta where he investigates how biological principles of intelligence can be translated into silicon.
We speak about the thousand brains theory and why neural networks forget.
References
Main paper on the Thousand Brains Theory: https://www.frontiersin.org/articles/10.3389/fncir.2018.00121/full
Blog post on Thousand Brains Theory: https://numenta.com/blog/2019/01/16/the-thousand-brains-theory-of-intelligence/
GLOM paper by Geoff Hinton: https://arxiv.org/pdf/2102.12627.pdf
Why neural networks forget? https://numenta.com/blog/2021/02/04/why-neural-networks-forget-and-lessons-from-the-brain
2021-06-0433 min
Guy Kawasaki's Remarkable PeopleJeff Hawkins: Computer Architect, Neuroscientist, and AuthorJoin Guy Kawasaki on this week's Remarkable People podcast with guest Jeff Hawkins. Jeff a Silicon Valley veteran often credited with starting the entire handheld computing industry. He is a serial entrepreneur, scientist, engineer, and inventor. He also founded two mobile computing companies, Palm and Handspring, and is the architect of many computing products such as the PalmPilot and Treo smartphone. Jeff is the cofounder of Numenta, a research company focused on brain theory and AI. Previously, he founded the Redwood Neuroscience Institute, a scientific institute focused on understanding the neocortex. The Redwood Institute is located at U.C. Berkeley...2021-05-2649 min
Brain Science with Ginger Campbell, MD: Neuroscience for EveryoneJeff Hawkins, author of "A Thousand Brains: A New Theory of Intelligence"Jeff Hawkins has spent nearly twenty years on a quest to discover how the brain's cortex generates intelligence. In this episode he talks about his new book A Thousand Brains: A New Theory of Intelligence, which describes some of his most recent research in a way that is accessible to readers of all backgrounds. Links and References: A Thousand Brains: A New Theory of Intelligence by Jeff Hawkins Detailed References on Numenta website Please visit http://brainsciencepodcast.com for additonal references and episode transcripts. Please Visit Our Sponsors TextExpander at textexpander.com/podcast 2021-04-231h 03
The Michael Shermer Show169. Jeff Hawkins — A Thousand Brains: A New Theory of IntelligenceMichael Shermer speaks with Jeff Hawkins, cofounder of Numenta: a neuroscience research company, about his new book A Thousand Brains: A New Theory of Intelligence in which Hawkins explains how simple cells in the brain create intelligence by using maplike structures to build hundreds of thousands of models of everything we know. Listen to this in-depth dialogue about the discoveries that allow Hawkins to answer important questions about how we perceive the world, why we have a sense of self, and the origin of high-level thought.2021-04-031h 47
Yale Founder Series#8 - Donna Dubinsky on 40 years of Impact in Tech, Building Great Teams, and Working with Steve Jobs + Audience Q&ADonna is a serial entrepreneur best known for her work as CEO of Palm Computing and then Handspring, pioneers of the first successful handheld computers and smartphones. Previously, Donna spent 10 years in a multitude of sales, sales support, and logistics functions—both at Apple and at Claris, an Apple software subsidiary. In 2005, she founded machine intelligence neuroscience company Numenta with her long-time business partner, Jeff Hawkins. She is still the acting CEO of Numenta today. Donna earned a B.A. from Yale University, and an M.B.A. from Harvard Business School. In addition to chairing Numenta’s boa...2021-03-2753 min
Raising HealthThe Theory of a Thousand BrainsIn this episode, we talk with Jeff Hawkins—an entrepreneur and scientist, known for inventing some of the earliest handheld computers, the Palm and the Treo, who then turned his career to neuroscience and founded the Redwood Center for Theoretical Neuroscience in 2002 and Numenta in 2005—about a new theory about how the cells in our brain work to create intelligence. What exactly is happening in the neocortex as our brains process and interpret information and sensory input—like sight, smell, touch, or language, or math—to create a perception of and to navigate through the world around us? 2021-03-1239 min
Numenta On IntelligenceA Thousand Brains by Jeff Hawkins - Part Three: Human IntelligenceIn this final episode in the series, Jeff Hawkins, author of A Thousand Brains, talks with Christy Maver, VP of Marketing at Numenta, about the last section of his new book, Part Three: Human Intelligence. Jeff briefly discusses each chapter in this section, from why people create false beliefs to estate planning for humanity. They conclude with Jeff’s final thoughts about the book. #athousandbrainsOrder A Thousand Brains here: https://www.amazon.com/Thousand-Brains-New-Theory-Intelligence/dp/1541675819/2021-02-2019 min
Numenta On IntelligenceA Thousand Brains by Jeff Hawkins - Part Two: Machine IntelligenceIn this third episode in the series, Author Jeff Hawkins talks to VP Marketing Christy Maver about Part 2 of his new book, A Thousand Brains. Part Two: Machine Intelligence, covers how a new understanding of the brain can point the way to truly intelligent AI. Jeff talks about why today’s AI is not intelligent, what we can do to change that, and why we need not fear it. #athousandbrainsOrder A Thousand Brains here: https://www.amazon.com/Thousand-Brains-New-Theory-Intelligence/dp/1541675819/2021-02-1915 min
Numenta On IntelligenceA Thousand Brains by Jeff Hawkins - Part One: A New Understanding of the BrainIn this episode, author Jeff Hawkins talks to Numenta VP of Marketing Christy Maver about Part One of his new book A Thousand Brains. Part One: A New Understanding of the Brain unpacks the primary principles behind his groundbreaking Thousand Brains Theory of Intelligence. He highlights two of the key discoveries that led to the theory’s creation and how this powerful new framework lets us look at some of neuroscience’s problems with a new lens. #athousandbrainsOrder A Thousand Brains here: https://www.amazon.com/Thousand-Brains-New-Theory-Intelligence/dp/1541675819/2021-02-1913 min
Numenta On IntelligenceA Thousand Brains by Jeff Hawkins - IntroductionA Thousand Brains: A new theory of intelligence by Jeff Hawkins tackles one of life’s greatest mysteries: what is intelligence and how does the brain create it? In this episode, Jeff talks to Numenta VP of Marketing Christy Maver about the book, offering a preview of what readers can expect, why he wrote the book, and what each of the book’s three sections cover. (Part 1: A New Understanding of the Brain, Part 2: Machine Intelligence, and Part 3: Human Intelligence.) #athousandbrainsOrder A Thousand Brains here: https://www.amazon.com/Thousand-Brains-New-Theory-Intelligence/dp/1541675819/2021-02-1908 min
Machine Learning EngineeredManaging Data Science Teams and Hiring Machine Learning Engineers with Hari Narayanan (YC Stealth Startup)Hari Narayanan is the co-founder of a YC-backed stealth startup. He was previously a Principal Engineer at Yahoo, a Director in Workday's Machine Learning organization, and holds an M.S. from Georgia Tech. Every Thursday I send out the most useful things I’ve learned, curated specifically for the busy machine learning engineer. Sign up here: https://cyou.ai/newsletter (https://cyou.ai/newsletter)
Follow Charlie on Twitter: https://twitter.com/CharlieYouAI (https://twitter.com/CharlieYouAI)
Subscribe to ML Engineered: https://mlengineered.com/listen (https://mlengineered.com/listen)
Comments? Questions? Submit them here: http://bit.ly/mle-survey (http://bit.ly/ml...2021-02-091h 15
Big Picture ScienceSupercomputer Showdown (rebroadcast)Do you have a hard-to-answer question? The Summit, Sierra, Trinity, Frontier, and Aurora supercomputers are built to tackle it. Summit tops the petaflop heap – at least for now. But Frontier and Aurora are catching up as they take aim at a new performance benchmark called exascale. So why do we need all this processing power? From climate modeling to personalized medicine, find out why the super-est computers are necessary to answer our biggest questions. But is the dark horse candidate, quantum computing, destined to leave classical computing in the dust?Guests:
Katherine Riley - Director...2021-01-1854 min
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)Common Sense as an Algorithmic Framework with Dileep George - #430Today we’re joined by Dileep George, Founder and the CTO of Vicarious. Dileep, who was also a co-founder of Numenta, works at the intersection of AI research and neuroscience, and famously pioneered the hierarchical temporal memory. In our conversation, we explore the importance of mimicking the brain when looking to achieve artificial general intelligence, the nuance of “language understanding” and how all the tasks that fall underneath it are all interconnected, with or without language. We also discuss his work with Recursive Cortical Networks, Schema Networks, and what’s next on the path towards AGI!2020-11-2347 min
Just Go Grind#209: Brentt Baltimore, Principal at Greycroft, a Full Lifecycle Investor, on His Journey Into VC, Becoming a Kauffman Fellow, BLCK VC, What Startup Founders Need to Know About Raising Capital, Equity Splits, and Scaling Brentt Baltimore is a Principal at Greycroft. Based in the Los Angeles office, Brentt focuses on investment opportunities in enterprise software. He has led Greycroft’s investments in Mapped, Agni, Craft, and Smrt. Brentt is a Kauffman Fellow and a member of Class 25. Prior to joining Greycroft, Brentt led business development at Operator Inc., a venture stage company in the conversational commerce space and worked on technology commercialization at Numenta Inc., a machine intelligence research company. Brentt was also an Associate at Detroit Venture Partners. He began his career in investment banking at Cre...2020-10-2049 min
Machine Learning Podcast#008 ML Григорий Сапунов. Перспективы появления Искусственного Интеллекта общего назначенияВ гостях Григорий Сапунов - кандидат технических наук, CTO компании Intento, а в прошлом - руководитель команды разработки Яндекс-новостей. Обсудили с Григорием возможные направления, из которых может (или не может) возникнуть искусственный интеллект общего назначения. Поговорили про эволюционный подход, про развитие капсульных сетей, авто-ML, проблемы софта и железа в современном машинном обучении. Получилось насыщенно и интересно!
Ссылки выпуска:
Компания intento, в которой Григорий является со-основателем и техническим директором (https://inten.to/)
Сайт компании Numenta, занимающейся машинным интеллектом (https://numenta.com/)
Небольшая статья на Хабре про капсульные нейронные сети Хинтона (https://habr.com/ru/post/417223/)
Статья "The Hardware Lottery", рекомендованная Григорием к прочтению (https://arxiv.org/pdf/2009.06489.pdf)
Группа CyberBiology, посвященная эволюционным вычислениям (https://vk.com/cyberbiology)
Канал Григория в телеграме "gonzo-обзоры ML статей" (https://t.me/gonzo_ML)
Буду благодарен за обратную связь!
Оставляйте ваши комментарии там, где можно. Например, в Apple Podcasts. Они помогут сделать подкаст лучше! Напишите что вам было понятно, что не очень, какие темы раскрыть, каких гостей пригласить, ну, и вообще в какую сторону катить этот подкаст :)
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Со мной также можно связаться по электронной почте: kms101@yandex.ru
Music by Audionautix.com2020-10-181h 04Lex Fridman Podcast#115 – Dileep George: Brain-Inspired AIDileep George is a researcher at the intersection of neuroscience and artificial intelligence, co-founder of Vicarious, formerly co-founder of Numenta. From the early work on Hierarchical temporal memory to Recursive Cortical Networks to today, Dileep’s always sought to engineer intelligence that is closely inspired by the human brain.
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If you would like to get more information about this podcast go to https://lexfridm...2020-08-152h 10
Numenta On IntelligenceEpisode 14: Interview with Florian Fiebig on Hebbian Learning NetworksMatt Taylor interviews Florian Fiebig, PhD, a Visiting Scientist at Numenta. 2019-12-0357 min
Big Picture ScienceSupercomputer ShowdownDo you have a hard-to-answer question? The Summit, Sierra, Trinity, Frontier, and Aurora supercomputers are built to tackle it. Summit tops the petaflop heap – at least for now. But Frontier and Aurora are catching up as they take aim at a new performance benchmark called exascale. So why do we need all this processing power? From climate modeling to personalized medicine, find out why the super-est computers are necessary to answer our biggest questions. But is the dark horse candidate, quantum computing, destined to leave classical computing in the dust?Guests:
Katherine Riley - Director...2019-11-0454 min
Friday Coffee Meet Up PodcastEpisode 104: The Tech Venture World TodayBrentt's presentation will briefly discuss the alternative assets returns landscape, focusing on market trends within the venture capital asset class and how those trends have affected the early stage fundraising process. Brentt will suggest strategies that may be valuable to early stage Founders as they navigate the current environment, as well as, highlight common reasons why VC don’t invest and talk to common pitch related issues that Founders should be aware of.
Biography: Brentt Baltimore
Based in the Greycroft Los Angeles office, Brentt Baltimore's responsibilities include sourcing, evaluating, and executing venture stage investment opportunities.
Prior to joining Greycroft, Brentt le...2019-10-2000 minNumenta On IntelligenceEpisode 13: Subutai Ahmad on Applying HTM Ideas to Deep LearningWe're back! After a summer hiatus, we are back with a new episode. Host Matt Taylor talks to Numenta VP of Research Subutai Ahmad about the effort he has been leading in applying Numenta research and HTM principles to deep learning systems. This episode is also available as a video. 2019-10-1728 min
No Bull: Life-Changing Conversations with Bill CampbellBill Campbell: The Right People for the Next Generation (with Donna Dubinsky)Donna Dubinsky, ex-Apple executive and CEO of Numenta, joins Paul Martino and Randy
Komisar again to discuss how Bill ran the board of Columbia University, why he escaped from
an Apple cruise on a helicopter, and the time he agreed to stop swearing. Donna offers her take
on who taught Bill.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.2019-08-0621 minLex Fridman PodcastJeff Hawkins: Thousand Brains Theory of IntelligenceJeff Hawkins is the founder of Redwood Center for Theoretical Neuroscience in 2002 and Numenta in 2005. In his 2004 book titled On Intelligence, and in his research before and after, he and his team have worked to reverse-engineer the neocortex and propose artificial intelligence architectures, approaches, and ideas that are inspired by the human brain. These ideas include Hierarchical Temporal Memory (HTM) from 2004 and The Thousand Brains Theory of Intelligence from 2017. If you would like to get more information about this podcast go to https://lexfridman.com/ai or connect with @lexfridman on Twitter, LinkedIn, Facebook, Medium, or YouTube where you...2019-07-012h 09Numenta On IntelligenceEpisode 12: Conversation with Jeff Hawkins - On Defining IntelligenceIn this episode, host Matt Taylor asks Numenta co-founder Jeff Hawkins to define intelligence. Jeff outlines 3 components of intelligence, and revisits them through the lens of the Thousand Brains theory of Intelligence. According to Jeff, "The bottom line is that Intelligence is only as good as the model that you build." 2019-05-2246 minNumenta On IntelligenceEpisode 11: Conversation with Subutai Ahmad – On COSYNEHost Matt Taylor interviews Numenta VP Research Subutai Ahmad about his experience at this year's COSYNE conference. They discuss: What COSYNE is all aboutWhy Numenta attendsWhat Numenta presentedThen Matt dives into the content and asks Subutai about the difference between tonic and burst modeshow cells in the cortex control modes in the thalamuswhy would cortex control modes of thalamushow TC cells detect precise sparse codes from L6what the thalamus is providing in the FF input to L6the hypotheses suggested by the poster2019-05-0922 minNumenta On IntelligenceEpisode 10: Conversation with Jeff Hawkins – On the ThalamusIn this episode, Matt Taylor, Numenta Open Source Community Manager, interviews Numenta Co-founder Jeff Hawkins about some of his latest research ideas. In particular, they discuss the thalamus. 2019-04-1028 minNumenta On IntelligenceEpisode 9: Interview with a Neuroscientist - Konrad Kording Part 2Dr. Konrad Kording is a professor at University of Pennsylvania, known for his contributions to the fields of motor control, neural data methods, and computational neuroscience. He runs the Kording Lab, or K-Lab, which focused on computational neuroscience early on and now focuses on causality in data science applications. His lab has made an impact across many fields over time, including Bayesian brains, causal effects in human behavior, and uncertainty in the brain. In this episode, Matt Taylor interviews Dr. Kording over Skype about motor representations in the brain, intentionality, time-warping in neurons, and causality. A video...2019-02-2326 minNumenta On IntelligenceEpisode 8: Interview with a Neuroscientist - Konrad Kording Part 1Dr. Konrad Kording is a professor at University of Pennsylvania, known for his contributions to the fields of motor control, neural data methods, and computational neuroscience. He runs the Kording Lab, or K-Lab, which focused on computational neuroscience early on and now focuses on causality in data science applications. His lab has made an impact across many fields over time, including Bayesian brains, causal effects in human behavior, and uncertainty in the brain. In this episode, Matt Taylor interviews Dr. Kording over Skype to discuss illusions of perception, how uncertainty might be represented in the brain, and...2019-01-2424 minNumenta On IntelligenceEpisode 7: Conversation with Numenta CEO Donna DubinskyAfter a couple episodes of deep neuroscience, co-host Christy Maver takes us back to the business side of things in an interview with Numenta CEO Donna Dubinsky. They discuss the challenge of navigating a dual mission, why she believes it’s important even for non-neuroscientists to understand how the brain works, and where she believes the company is going. 2018-12-3121 minNumenta On IntelligenceEpisode 6: Interview with a Neuroscientist - Dr. Blake RichardsBlake Richards is Assistant Professor and Associate Fellow of the Canadian Institute for Advanced Research (CIFAR). Author of the papers, “Toward deep learning with segregated dendrites” and “The Persistence and Transience of Memory,” Blake answers questions about how deep learning models can incorporate segregated dendrites, whether loss functions pertain to the neocortex and what it means to identify as a theoretical neuroscientist.2018-11-2845 min
Skydeck | Harvard Business SchoolDon’t Be Afraid of AI - Donna DubinskyIf tech pioneer and Numenta CEO Donna Dubinsky doesn’t fear the Terminator, neither should we2018-11-2615 minHarvard UniversityDon’t Be Afraid of AI - Donna DubinskyIf tech pioneer and Numenta CEO Donna Dubinsky doesn’t fear the Terminator, neither should we2018-11-2615 minNumenta On IntelligenceEpisode 5: Interview with a Neuroscientist - Alex VaughanAlex Vaughan is a scientist and entrepreneur, founder of MapNeuro, Inc. He’s been working at Zador Lab on groundbreaking new ways of tracking neurons and mapping them. In this episode, Alex talks about the molecules in your brain and how they control you. he describes how viruses are used as a delivery mechanism for brain mapping barcodes. You’ll also find out how your brain is like a subway.It’s not easy to map the brain, but we’re starting to understand how, thanks to many fields of science contributing to our current technological toolset. Listen i...2018-10-2437 min