#11: Why we need AI guardrails - Liran hason

The Deep View: Conversations

Player FM - Internet Radio Done Right

اضافه شده در thirty-seven هفته پیش

محتوای ارائه شده توسط The Deep View. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط The Deep View یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

<div class="span index">1</div> <span><a class="" data-remote="true" data-type="html" href="/series/the-head-start-embracing-the-journey">The Head Start: Embracing the Journey</a></span>

1
The Head Start: Embracing the Journey

لغو اشتراک

13 روز پیش13d ago

لغو اشتراک

ماهیانه

We’ve all had a moment where we arrived at the grocery store and can’t remember passing any of the stoplights along the way. We’re halfway down an aisle and scrambling to remember what we even needed. Our mind is in overdrive trying to sort through our ever-growing to-do list. We’ve been there when just making it through the next task is hard. But the normal stresses of life aren’t the only thing YOU have to deal with. Nora McInerny hosts The Head Start: Embracing the Journey, a new podcast from iHeartRadio and AbbVie, a space to share open and honest conversations acknowledging the struggles we all face, while leaning into the hope and optimism we all share. We’ll hear from doctors, experts, and everyday people who will be sharing their experiences, migraine coping strategies, and major wins, all while building a community of support around an invisible disease that makes every day uncertain: Chronic Migraine. Click here for Product Information, including Boxed Warning and Medication Guide, or visit https://bit.ly/3BlbaHG

حدود یک سال پیش 48:09

MP3•خانه قسمت

I sat down with Liran Hason, the VP of AI at Coralogix, to talk AI guardrails: what they look like, how they work and why we need them.

Episode links:

AI has been around for decades: https://www.weforum.org/stories/2024/10/history-of-ai-artificial-intelligence/
Deterministic VS probabilistic AI: https://towardsdatascience.com/deterministic-vs-probabilistic-deep-learning-5325769dc758/
AI in the enterprise: https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/superagency-in-the-workplace-empowering-people-to-unlock-ais-full-potential-at-work
Air Canada lawsuit: https://www.forbes.com/sites/marisagarcia/2024/02/19/what-air-canada-lost-in-remarkable-lying-ai-chatbot-case/
Character AI sued: https://www.thedeepview.co/p/character-ai-sued-for-mental-health-decline-in-teenage-users-allegedly-encouraged-user-to-murder-his
AI trade runs out of steam: https://www.thedeepview.co/p/nvidia-beats-expectations-but-wall-street-wanted-more

Outline

0:00 – Intro

1:57 – AI guardrails … in 2019
4:51 – How consumers view guardrails in AI

11:03 – Tempered excitement in the enterprise

13:05 – Why do we need guardrails

17:59 – The role of regulation

24:07 – Why don’t developers guardrail their systems?

28:30 – Detecting hallucinations with guardrail models

34:11 – Guardrailing AGI

41:33 – Is the AI revolution slowing?

44:18 – How guardrails enable a positive outcome

Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here! (https://www.thedeepview.co/subscribe)

Connect with us on X, TikTok and Instagram.

Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.

22 قسمت

#Science #Tech #Deep View #Artificial Intelligence

#11: Why we need AI guardrails - Liran hason

The Deep View: Conversations

published حدود یک سال پیش

اشتراک گذاری

MP3•خانه قسمت

I sat down with Liran Hason, the VP of AI at Coralogix, to talk AI guardrails: what they look like, how they work and why we need them.

Episode links:

AI has been around for decades: https://www.weforum.org/stories/2024/10/history-of-ai-artificial-intelligence/
Deterministic VS probabilistic AI: https://towardsdatascience.com/deterministic-vs-probabilistic-deep-learning-5325769dc758/
AI in the enterprise: https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/superagency-in-the-workplace-empowering-people-to-unlock-ais-full-potential-at-work
Air Canada lawsuit: https://www.forbes.com/sites/marisagarcia/2024/02/19/what-air-canada-lost-in-remarkable-lying-ai-chatbot-case/
Character AI sued: https://www.thedeepview.co/p/character-ai-sued-for-mental-health-decline-in-teenage-users-allegedly-encouraged-user-to-murder-his
AI trade runs out of steam: https://www.thedeepview.co/p/nvidia-beats-expectations-but-wall-street-wanted-more

Outline

0:00 – Intro

1:57 – AI guardrails … in 2019
4:51 – How consumers view guardrails in AI

11:03 – Tempered excitement in the enterprise

13:05 – Why do we need guardrails

17:59 – The role of regulation

24:07 – Why don’t developers guardrail their systems?

28:30 – Detecting hallucinations with guardrail models

34:11 – Guardrailing AGI

41:33 – Is the AI revolution slowing?

44:18 – How guardrails enable a positive outcome

Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here! (https://www.thedeepview.co/subscribe)

Connect with us on X, TikTok and Instagram.

22 قسمت

#Science #Tech #Deep View #Artificial Intelligence

همه قسمت ها

1
#22: AI in Healthcare: Trust, Adoption & the "Last Mile" - Pelu Tran 1:02:45

۷ روز پیش1:02:45

1:02:45

In this episode of The Deep View Conversations, we dive into the complex intersection of artificial intelligence and healthcare with Pelu Tran, co-founder and CEO of Ferrum Health. Pelu shares his deeply personal motivation behind founding Ferrum, why AI adoption in healthcare is slow, and how Ferrum aims to solve the “last mile” problem of bringing AI into clinical practice. We explore everything from trust in algorithms, systemic challenges, and outdated infrastructure to the ethical implications of AI in medicine and the risk of over-efficiency. If you’re curious about the real-world application of AI in hospitals and how to bridge the gap between innovation and implementation, this is a must-listen. Outline: 00:00 – Intro: AI and healthcare — promise vs. reality 01:00 – Meet Pelu Tran, CEO of Ferrum Health 03:10 – A personal tragedy leads to a mission: Ferrum’s origin 07:00 – The real reason AI adoption is slow in hospitals 10:00 – Infrastructure, security & why hospitals still use fax machines 13:30 – What Ferrum Health actually does 16:10 – Why FDA clearance isn’t enough for AI trust 19:00 – Ferrum’s approach: Validating models with AI itself 22:30 – AI performance drift & automated monitoring 25:00 – Diagnostic tools, LLMs, and AI's current limitations 28:40 – The illusion of language fluency and AI “hallucinations” 31:00 – Burnout, administrative burden & where AI helps 34:30 – Will AI speed things up or make hospitals worse? 38:00 – Hospital incentives & risks of productivity pressure 41:10 – AI replacing admin, not doctors (yet) 44:10 – Communicating AI performance to clinicians 47:30 – Measuring outcomes, not just accuracy 50:00 – Trust, governance, and safe deployment 53:15 – Why flexibility is key for AI in healthcare 56:00 – The future: Safe disruption vs. blind disruption 59:00 – Will AI replace doctors? Why not anytime soon 1:01:00 – Final thoughts: AI’s promise and pitfalls Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here! (https://www.thedeepview.co/subscribe) Connect with us on X, TikTok and Instagram. Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations we break it all down, cutting through the hype to make clear what's important and why you should care.…

1
#21: ZeroEyes: The AI Weapon Detection System Protecting Public Safety - Sam Alaimo 52:46

13 روز پیش52:46

52:46

In this gripping episode, we dive into the life-saving mission behind ZeroEyes , a pioneering company using artificial intelligence to detect visible weapons before shots are fired. The Deep View Team sits down with co-founder and Chief Revenue Officer Sam Alaimo , a former Navy SEAL, to explore how a tragic school shooting and military discipline inspired a groundbreaking solution to one of America’s most pressing issues: gun violence.…

1
#20: The origins of artificial intelligence - Aaron Andalman 55:34

۵ weeks پیش55:34

55:34

I sat down with Dr. Aaron Andalman, the Chief Science Officer and co-founder of Cognitiv. Andalman holds a PhD in neuroscience, and so today, we’re breaking down the gaps, connections and inspirations between AI and neuroscience; all the things we’ve learned and the many things we still don’t know. Episode links: The giant squid: https://medium.com/the-quantastic-journal/from-squids-to-ai-how-neuroscience-and-physics-sparked-a-technological-revolution-06d8c291717c Neuroscience and AI: https://neuroscience.stanford.edu/news/neuroscience-and-ai-what-artificial-intelligence-teaches-us-about-brain-and-vice-versa The specter of AGI: https://www.thedeepview.co/p/how-big-tech-is-using-the-ai-race-and-the-specter-of-agi-to-cement-its-power-agi-openai-google Scale it up: https://www.thedeepview.co/p/progress-predictions-2025-robots-avs-and-technical-advancements Animal intelligence: https://www.discovermagazine.com/planet-earth/how-intelligence-is-measured-in-the-animal-kingdom Outline 0:00 – Intro 1:45 – The roots of AI 7:12 – The different types of intelligence 12:05 – Neural networks VS artificial neural networks 19:19 – Efficiency in intelligence 23:51 – Why pursue AGI at all? 28:44 – Reinforcement learning in machines VS animals 35:25 – Advancements in one, advancements in the other 43:46 – Being curious in the age of AI Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here ! (https://www.thedeepview.co/subscribe) Connect with us on X , TikTok and Instagram . Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#19: Programmable plants - Brad Zamft 1:00:08

۶ weeks پیش1:00:08

1:00:08

I sat down with Brad Zamft, the co-founder and CEO of Heritable Agriculture, to take a deep dive into all the science (both biology and computer science) behind the effort to program plants, why it’s needed and what impacts it might have. Episode links: Heritable Agriculture: https://heritable.ag/ Heritable goes after indoor strawberries: https://heritable.ag/heritable-strawberries The sustainability threat of farming: https://vlsci.com/blog/top-issues-in-agriculture-2024/ ; https://www.epa.gov/climateimpacts/climate-change-impacts-agriculture-and-food-supply The risks of monoculture and monocropping: https://foodrevolution.org/blog/monocropping-monoculture/ The promise of regenerative agriculture: https://theclimatecenter.org/our-work/research/report-the-promise-of-regenerative-agriculture/ Farming resiliency in the face of climate change: https://sustainability.mit.edu/article/making-agriculture-more-resilient-climate-change Outline 0:00 – Intro 2:18 – Brad’s journey to Heritable Agriculture 9:29 – Why we need programmable plants 14:23 – Challenges of biology 19:38 – Validating the models 22:14 – How does this all physically work? 31:05 – The challenge of adjusting 2 billion years of evolutionary success 34:48 – The risks of AI cracking plant DNA 39:50 – Regenerative Agriculture and tuning for resiliency in the face of climate change 47:53 – How farmers view the approach 51:59 – Tree adjustments 56:28 – The future outlook Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here ! (https://www.thedeepview.co/subscribe) Connect with us on X , TikTok and Instagram . Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#18: What Trump's tariffs mean for AI - Nada Sanders 44:54

۷ weeks پیش44:54

44:54

I sat down with Dr. Nada Sanders, a distinguished professor of supply chain management at Northeastern University, to better understand the impact that tariffs and a trade war could have on the business and field of AI. Episode Links: The semiconductor pipeline: https://datacenterpost.com/ais-hardware-hunger-the-global-semiconductor-supply-chain-under-pressure/ The latest on the tariffs and trade war: https://www.bbc.com/news/articles/c62z54gwd22o Nvidia’s US push: https://www.thedeepview.co/p/nvidia-to-produce-500-billion-worth-of-supercomputers-in-the-u-s-for-the-first-time Apple’s US push: https://www.apple.com/newsroom/2025/02/apple-will-spend-more-than-500-billion-usd-in-the-us-over-the-next-four-years/ Outline: 0:00 – Intro 4:09 – The vulnerability of the AI supply chain 19:13 – Is it realistic to bring production back to the US? 27:31 – Innovation could plateau 34:04 – The challenge of navigating uncertainty, even if the tariffs come off Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here ! (https://www.thedeepview.co/subscribe) Connect with us on X , TikTok and Instagram . Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#17: AI, compliance and utopia: Can tech actually make the world better? - Eric Sydell 58:54

۷ weeks پیش58:54

58:54

I sat down with Dr. Eric Sydell, the founder and CEO of Vero AI, to break down the challenges of oversight, governance and compliance — and the techno-utopia on the horizon — and the ways in which AI can help, hurt, and generally, disrupt everything. Episode links: Ethan Molick: https://www.linkedin.com/posts/emollick_if-ai-development-stopped-this-week-we-would-activity-7272747981752176640-nTKX/ What even is AI: https://www.ibm.com/think/topics/artificial-intelligence Sam Altman says we must regulate AI: https://www.thedeepview.co/p/paris-ai-summit-the-smoke-and-mirrors-of-governance EU AI Act: https://www.europarl.europa.eu/topics/en/article/20230601STO93804/eu-ai-act-first-regulation-on-artificial-intelligence Challenge of AI regulation: https://www.thedeepview.co/p/report-the-misguided-race-to-regulation Nurses and AI: https://www.thedeepview.co/p/current-harms-and-the-real-world-impacts-of-algorithmic-decision-making Preslav Nakov fact-checking LLMs: https://aclanthology.org/2024.findings-acl.558/ Outline 0:00 – Intro 2:28 – AI for compliance 4:43 – Overcoming reliability problems 10:16 – Toys VS tools 15:54 – Keeping up with the rate of ‘progress’ 22:03 – The challenge of regulation: 28:55 – Balancing AI with the bottom line 34:38 – The problem with ‘Abundance’ 43:11 – How to get the good without all the bad 51:17 – Running to and running from technology 55:02 – Looking for optimism Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here ! (https://www.thedeepview.co/subscribe) Connect with us on X , TikTok and Instagram . Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#16: AI & Quantum: Sandbox AQ's technological revolution - Stefan Leichenauer 1:00:26

۸ weeks پیش1:00:26

1:00:26

I sat down with Dr. Stefan Leichenauer, SandboxAQ's VP of Engineering, to break down the ways in which he’s bringing the two technologies together. Check out our breakdown of quantum computing: https://youtu.be/-umrjwGFTRw Episode links: Quantum sensing: https://www.baesystems.com/en-us/definition/what-is-quantum-sensing Sandbox LQMs: https://www.sandboxaq.com/ Quantum computers: https://www.ibm.com/think/topics/quantum-computing Sandbox drug discovery: https://www.sandboxaq.com/solutions/aqbiosim Sandbox materials generation: https://www.sandboxaq.com/post/building-better-batteries-with-lqms Outline 0:00 – Intro 1:36 – How does Sandbox leverage Quantum? 4:35 – What makes a sensor a Quantum sensor? 8:00 – What would a Quantum computer need to do to be ready for use? 11:30 – What reliable Quantum computers mean for Sandbox and AI 15:18 – Sandbox’s Large Quantitative Models 27:52 – Specialist systems VS generalist systems 35:41 – Black Boxes and LQMS 37:45 – LQMs and hallucination 41:50 – LQMs and drug discovery 50:00 – The cost associated with LQMs 53:37 – LQMs and materials generation 56:55 – Future outlook Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here ! (https://www.thedeepview.co/subscribe) Connect with us on X , TikTok and Instagram . Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#15: Tools, not gods: IBM VP on AI, neuroscience and the nature of intelligence - David Cox 50:19

۹ weeks پیش50:19

50:19

At HumanX, I sat down with Dr. David Cox — the VP for AI models at IBM Research and the IBM Director of the MIT-IBM Watson AI Lab — to dissect those complex, nuanced differences between biological brains and the artificial neural networks behind LLMs, and how it all relates to the pursuit of AGI. Episode links: Neural networks: https://www.ibm.com/think/topics/neural-networks Convolutional neural networks: https://www.geeksforgeeks.org/introduction-convolution-neural-network/ Everything we know about the human brain: https://ny.pbslearningmedia.org/resource/stn15.sci.neuro.colbrain/what-we-still-dont-know-about-the-brain/ MIT Flywire diagram: https://www.nature.com/immersive/d42859-024-00053-4/index.html Language and thought are not the same thing:https://mcgovern.mit.edu/2019/05/02/ask-the-brain-can-we-think-without-language/ Decoding internal monologues: https://pmc.ncbi.nlm.nih.gov/articles/PMC7252628/ Anthropic’s anthropomorphization: https://www.thedeepview.co/p/the-public-health-crisis-of-ai AGI and existential risk: https://www.thedeepview.co/p/the-nobel-prize-and-the-mainstreaming-of-ai-s-x-risk#4 Outline 0:00 — Intro 2:07 — What is intelligence? 4:36 — How AI boosts our understanding of the brain 8:09 — The differences between neurons and artificial neurons 12:13 — How much do we know — and not know — about biological brains 15:49 — LLMs and the illusion of intelligence 20:07 — Language vs Thought 23:37 — Should we train models not to use the first person? 28:04 — The pursuit of AGI 34:26 — IBM’s model approach 35:49 — AGI is a distraction 40:02 — How big a deal is AI? 45:26 — The risk of the AI brain drain Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here ! (https://www.thedeepview.co/subscribe) Connect with us on X , TikTok and Instagram . Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#14: The five taboos that Silicon Valley broke - Igor Jablokov 51:50

10 weeks پیش51:50

51:50

I sat down with Igor Jablokov, the founder and chairman of Pryon, to talk about the ways in which the field of AI has grown and changed, and where it might go from here. Igor worked as a program director at IBM, developing an early iteration of IBM Watson, before he struck out on his own. His first startup, Yap, was later acquired by Amazon, where it evolved into Alexa. Episode Links: Self-driving progress: https://www.thedeepview.co/p/progress-predictions-2025-robots-avs-and-technical-advancements Reuters copyright lawsuit: https://www.thedeepview.co/p/study-most-people-can-t-identify-deepfakes Musk v Altman: https://www.entrepreneur.com/business-news/musk-v-altman-billionaires-attorneys-face-off-in-court/486647 Chatbots, mental health and Character AI: https://www.thedeepview.co/p/i-downloaded-character-ai-it-s-profoundly-disturbing The AI bubble: https://www.thedeepview.co/p/what-the-trade-war-might-mean-for-ai The power struggle of AGI: https://www.thedeepview.co/p/how-big-tech-is-using-the-ai-race-and-the-specter-of-agi-to-cement-its-power-agi-openai-google AI in the enterprise: https://www.thedeepview.co/p/humanx-ai-s-inflection-point-conference-artifcial-intelligence Outline: 0:00 – Intro 2:15 – How the AI field has changed 7:43 – The five taboos Silicon Valley broke 12:11 – The ‘adulting’ of AI 15:27 – How big of a deal might AI be? 17:52 – The hyperscalers won’t get to AGI 21:42 – Digital god and ‘synthetic slaves’ 25:19 – X-Risk and the safety debate 32:53 – Brute-forcing intelligence 37:59 – Cracking AI in the enterprise 44:50 – The bubble 48:15 – AI is an orchestra Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here ! (https://www.thedeepview.co/subscribe) Connect with us on X , TikTok and Instagram . Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#13: The climate impact of AI - Shaolei Ren 50:28

11 weeks پیش50:28

50:28

I sat down with Shaolei Ren, an associate professor of Electrical and Computer Engineering at the University of California, Riverside, to break down his recent research into the water consumption, electricity consumption and public health impact of the data centers being used to power generative AI. Episode Links: The water consumption of GenAI: https://arxiv.org/pdf/2304.03271 The public health crisis of GenAI: https://arxiv.org/pdf/2412.06288 Water consumption VS water use: https://www.wri.org/insights/whats-difference-between-water-use-and-water-consumption Pepsi Co’s water consumption: https://www.pepsico.com/our-impact/esg-topics-a-z/water#approach Google and Microsoft’s water consumption: https://www.thedeepview.co/p/google-emissions-are-spiking-due-to-increased-energy-demands-of-ai Elon Musk’s Memphis data center: https://www.thedeepview.co/p/the-public-health-crisis-of-artificial-intelligence Outline: 0:00 – Intro 1:27 – The water consumption of AI 7:30 – The difference between water ‘consumption’ and water ‘use’ 16:15 – The impact of reasoning models 18:03 – A solution to AI’s water problem 19:58 – The public health cost of AI 27:55 – Addressing the problem 33:52 – The dichotomy of the AI industry 42:37 – A cost-benefit analysis 48:49 – Looking ahead Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here ! Connect with us on X , TikTok and Instagram . Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#12: Director of Microsoft Research talks AI for Science - Chris Bishop 50:48

12 weeks پیش50:48

50:48

I sat down with Dr. Chris Bishop, a Microsoft technical fellow and the director of Microsoft Research AI for Science, to sink into the details of what AI is actually unlocking for science, and what kind of AI is doing it. Episode Links: 5th paradigm of scientific discovery: https://cacm.acm.org/opinion/the-5th-paradigm-ai-driven-scientific-discovery/ Microsoft Aurora: https://www.microsoft.com/en-us/research/blog/introducing-aurora-the-first-large-scale-foundation-model-of-the-atmosphere/ The environmental cost of AI: https://www.thedeepview.co/p/the-public-health-crisis-of-artificial-intelligence MatterGen: https://www.thedeepview.co/p/report-ai-is-everywhere-already-even-if-we-don-t-know-it The dubious nature of AGI: https://www.thedeepview.co/p/the-nobel-prize-and-the-mainstreaming-of-ai-s-x-risk Outline: 0:00 – Intro 2:13 – The importance of domain expertise in AI 5:17 – The promise of AI for science 12:47 – Project Aurora and climate modeling 15:27 – The cost-benefit analysis of AI 18:43 – Weather prediction models VS ChatGPT 21:36 – AI to shield against engineering disasters 24:36 – How does Microsoft decide which applications to pursue 27:32 – Microsoft Research’s main areas of focus 33:24 – MatterGen and material generation 39:24 – How the wet lab is changing 42:19 – Is AGI a worthwhile pursuit for scientific advancement? 47:43 – Technological optimism and the way forward Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here ! Connect with us on X , TikTok and Instagram . Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#11: Why we need AI guardrails - Liran hason 48:09

13 weeks پیش48:09

48:09

I sat down with Liran Hason, the VP of AI at Coralogix, to talk AI guardrails: what they look like, how they work and why we need them. Episode links: AI has been around for decades: https://www.weforum.org/stories/2024/10/history-of-ai-artificial-intelligence/ Deterministic VS probabilistic AI: https://towardsdatascience.com/deterministic-vs-probabilistic-deep-learning-5325769dc758/ AI in the enterprise: https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/superagency-in-the-workplace-empowering-people-to-unlock-ais-full-potential-at-work Air Canada lawsuit: https://www.forbes.com/sites/marisagarcia/2024/02/19/what-air-canada-lost-in-remarkable-lying-ai-chatbot-case/ Character AI sued: https://www.thedeepview.co/p/character-ai-sued-for-mental-health-decline-in-teenage-users-allegedly-encouraged-user-to-murder-his AI trade runs out of steam: https://www.thedeepview.co/p/nvidia-beats-expectations-but-wall-street-wanted-more Outline 0:00 – Intro 1:57 – AI guardrails … in 2019 4:51 – How consumers view guardrails in AI 11:03 – Tempered excitement in the enterprise 13:05 – Why do we need guardrails 17:59 – The role of regulation 24:07 – Why don’t developers guardrail their systems? 28:30 – Detecting hallucinations with guardrail models 34:11 – Guardrailing AGI 41:33 – Is the AI revolution slowing? 44:18 – How guardrails enable a positive outcome Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here ! (https://www.thedeepview.co/subscribe) Connect with us on X , TikTok and Instagram . Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#10: The state of AI with IBM's Chief Scientist - Ruchir Puri 51:06

14 weeks پیش51:06

51:06

I sat down with Dr. Ruchir Puri, the chief scientist of IBM Research, for a wide-ranging discussion on the state of AI today. We talk about everything from AGI and X-risk to reliability in language models, the viability of agents and the pending economic impact of the technology. Episode Links: Artificial general intelligence: https://www.thedeepview.co/p/the-nobel-prize-and-the-mainstreaming-of-ai-s-x-risk Microsoft and OpenAI’s AGI definition: https://www.theinformation.com/articles/microsoft-and-openais-secret-agi-definition?rc=sbfmgm AI agents: https://www.thedeepview.co/p/prog-predictions-series-draft-ef9c081b34af8540 AI and job loss: https://www.thedeepview.co/p/chatgpt-s-impact-on-the-labor-market-openai-generative-ai-artificial-intelligence-job-loss-report-st Technological revolution: https://www.thedeepview.co/p/south-korea-stakes-a-claim-in-the-ai-race The Free Press article mentioned at 38:29: https://www.thefp.com/p/freddie-de-boer-is-ai-the-greatest-invention-or-overhyped Outline: 0:00 – Intro 3:16 – The pace of improvement 8:56 – Unraveling ‘AGI’ 14:47 – The inflection point of AI agents 21:54 – Thinking about reliability 26:14 – The economic implications of AI 32:37 – Is AI like the Industrial Revolution? 38:29 – How useful is AI, actually? 43:57 – Existential risk Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here ! Connect with us on X , TikTok and Instagram . Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#9: A different kind of artificial companionship - Dor Skuler 48:06

15 weeks پیش48:06

48:06

I sat down with Dor Skuler, the founder and CEO of Intuition Robotics, to talk about the advent of digital companionship. Episode Links: Intuition robotics: https://www.intuitionrobotics.com/ The loneliness epidemic: https://www.gse.harvard.edu/ideas/usable-knowledge/24/10/what-causing-our-epidemic-loneliness-and-how-can-we-fix-it Social determinants of health: https://www.cdc.gov/public-health-gateway/php/about/social-determinants-of-health.html Fine-tuning AI models: https://www.ibm.com/think/topics/fine-tuning Cybersecurity and AI: https://www.gartner.com/en/cybersecurity/topics/cybersecurity-and-ai Character AI and anthropomorphization: https://www.thedeepview.co/p/character-ai-sued-for-mental-health-decline-in-teenage-users-allegedly-encouraged-user-to-murder-his Outline: 0:00 — Intro 3:05 — Why Dor started Intuition Robotics 7:22 — The importance of a targeted demographic 11:00 — Solving for loneliness 15:30 — How ElliQ works, technically 28:35 — ElliQ and data privacy 35:11 — The ethics of artificial companionship 40:22 — Humanity and AI companionship Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here (https://www.thedeepview.co/subscribe). Connect with us on X, TikTok and Instagram. Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

1
#8: The ethics of artificial intelligence - Irina Raicu 1:17:20

16 weeks پیش1:17:20

1:17:20

We sat down with Irina Raicu, the director of the Internet Ethics Program at the Markkula Center for Applied Ethics at Santa Clara University. And today, we’re breaking down the ethics of artificial intelligence, those moral, philosophical challenges that are already resulting from the deployment of generative AI technologies. Episode Links: AI is using social media data: https://www.cnn.com/2024/09/23/tech/social-media-ai-data-opt-out/index.html Musical.ly’s FTC fine: https://apnews.com/article/lifestyle-technology-business-data-privacy-parenting-eafed6bfd7d241549e097e38e8088873 X trains AI on your tweets: https://www.cnet.com/tech/services-and-software/x-is-using-your-tweets-to-train-its-ai-heres-how-to-disable-that/ ChatGPT’s impact on the labor market: https://www.thedeepview.co/p/chatgpt-s-impact-on-the-labor-market-openai-generative-ai-artificial-intelligence-job-loss-report-st Human creativity persists in the era of generative AI: https://www.thestreet.com/technology/human-creativity-persists-era-of-generative-artificial-intelligence Character AI: https://www.thedeepview.co/p/i-downloaded-character-ai-it-s-profoundly-disturbing The AI mirror: https://ssir.org/books/reviews/entry/the-ai-mirror-shannon-vallor Digital necromancy: https://www.thedeepview.co/p/elevenlabs-latest-release-highlights-the-issue-of-digital-necromancy Hello Barbie: https://www.scu.edu/ethics/internet-ethics-blog/speaking-ill-of-the-discontinued/ Dickens on Big Data: https://www.vox.com/2014/5/1/11626330/for-these-times-dickens-on-big-data The public health crisis of AI: https://www.thedeepview.co/p/the-public-health-crisis-of-artificial-intelligence AI and sustainability: https://www.thestreet.com/technology/heres-what-ai-for-sustainability-actually-looks-like-ibm-machine-learning-executives Outline: 0:00 – Intro 1:52 – Irina’s journey into ethics 4:42 – The link between social media and AI 9:57 – Why should people care about data privacy 15:27 – The impact of automation on society 20:00 – What happens to the generation who grows up with AI? 26:24 – What AI might mean for loneliness? 32:06 – Grief and digital immortality 39:06 – The issue of anthropomorphization 44:19 – The lifecycle of data 47:34 – We track everything, all the time 53:47 – Is AI anti-human? 59:03 – Skepticism in AI 1:00 – Tech solutionism & its impacts 1:12 – Regulation and twisted incentives Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here (https://www.thedeepview.co/subscribe). Connect with us on X, TikTok and Instagram. Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.…

به Player FM خوش آمدید!

Player FM در سراسر وب را برای یافتن پادکست های با کیفیت اسکن می کند تا همین الان لذت ببرید. این بهترین برنامه ی پادکست است که در اندروید، آیفون و وب کار می کند. ثبت نام کنید تا اشتراک های شما در بین دستگاه های مختلف همگام سازی شود.

به بیش از 500 موضوع گوش کنید

Amazon Basics Multipurpose Copy Printer Paper, 8.5 x 11 inches, 20 lb, 1 Ream, 500 Sheets, 92 Bright, White

Mini Mic Pro Wireless Microphone for iPhone, iPad, Android, Lavalier Microphone for Video Recording - 2 Pack iPhone Mic Crystal Clear Recording with USB-C for Podcast, ASMR

$25 PlayStation Store Gift Card [Digital Code]

پادکست هایی که ارزش شنیدن دارند

The Deep View: Conversations « » #11: Why we need AI guardrails - Liran hason

#11: Why we need AI guardrails - Liran hason

پادکست هایی که ارزش شنیدن دارند

به Player FM خوش آمدید!

TurboTax Deluxe 2024 Tax Software, Federal & State Tax Return [PC/MAC Download]

The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

Mighty Patch™ Original patch from Hero Cosmetics - Hydrocolloid Acne Pimple Patch for Covering Zits and Blemishes in Face and Skin, Vegan-friendly and Not Tested on Animals (36 Count)

3-Pack 8" Heavy Duty Scissors with Ultra Sharp Blades and Comfort Grip Handles - For Office, Home, School, Sewing, and Crafts

The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

راهنمای مرجع سریع

The Deep View: Conversations « »
#11: Why we need AI guardrails - Liran hason