#11: Why we need AI guardrails - Liran hason

The Deep View: Conversations

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Biscuits & Jam

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Encore: Jessica B. Harris Believes in a Welcome Table 42:14

לפני 19 ימים42:14

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רשימות

לייק

אהבתי

42:14

Episode Description: Jessica B. Harris may have been born and raised in New York City, but she has Tennessee roots through her father and has spent much of her life split between homes in the Northeast and the South – specifically New Orleans. For more than fifty years, she has been a college professor, a writer, and a lecturer, and her many books have earned her a reputation as an authority on food of the African Diaspora, as well as a lifetime achievement award from the James Beard Foundation. A few years back, Netflix adapted her book, High on the Hog: A Culinary Journey from Africa to America , into a 4 part docuseries. And I’m very proud to say that she’s a longtime contributor to Southern Living with a regular column called The Welcome Table. This episode was recorded in the Southern Living Birmingham studios, and Sid and Jessica talked about her mother’s signature mac and cheese, the cast-iron skillet she’d be sure to save if ever her house were on fire, and her dear friend, the late New Orleans chef Leah Chase. For more info visit: southernliving.com/biscuitsandjam Biscuits & Jam is produced by : Sid Evans - Editor-in-Chief, Southern Living Krissy Tiglias - GM, Southern Living Lottie Leymarie - Executive Producer Michael Onufrak - Audio Engineer/Producer Jeremiah McVay - Producer Learn more about your ad choices. Visit podcastchoices.com/adchoices…

לפני שנה 48:09

MP3•בית הפרקים

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.

23 פרקים

#Science #Tech #Deep View #Artificial Intelligence

#11: Why we need AI guardrails - Liran hason

The Deep View: Conversations

published לפני שנה

שתפו

MP3•בית הפרקים

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.

23 פרקים

#Science #Tech #Deep View #Artificial Intelligence

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The Deep View: Conversations

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#23: Reclaiming Truth in the Age of Algorithms - Brinleigh Murphy-Reuter 59:13

לפני 4 ימים59:13

59:13

In this episode of The Deep View Conversations , we dive into the chaotic world of social media, misinformation, and the growing need for scientific credibility with Brinleigh Murphy Reuter — founder of the Harvard-incubated nonprofit, Science to People. Brinleigh unpacks why it’s become so hard to find accurate health and science information online, and how her organization is using generative AI to fix the broken flow of facts between researchers, influencers, and everyday users. We explore everything from the overwhelming noise of algorithm-driven content and the dangers of viral misinformation, to how AI can empower creators with reliable, vetted science. If you’re curious about how tech, trust, and truth collide in the age of TikTok and ChatGPT, this is an episode you won’t want to miss. 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.…

The Deep View: Conversations

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

לפני 20 ימים1:02:45

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.…

The Deep View: Conversations

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

לפני 26 ימים52:46

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.…

The Deep View: Conversations

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

לפני 7 weeks55:34

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.…

The Deep View: Conversations

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

לפני 8 weeks1:00:08

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.…

The Deep View: Conversations

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

לפני 9 weeks44:54

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.…

The Deep View: Conversations

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

לפני 9 weeks58:54

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.…

The Deep View: Conversations

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

לפני 10 weeks1:00:26

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.…

The Deep View: Conversations

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

לפני 11 weeks50:19

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.…

The Deep View: Conversations

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

לפני 12 weeks51:50

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.…

The Deep View: Conversations

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

לפני 13 weeks50:28

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.…

The Deep View: Conversations

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

לפני 14 weeks50:48

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.…

The Deep View: Conversations

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

לפני 15 weeks48:09

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.…

The Deep View: Conversations

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

לפני 16 weeks51:06

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.…

The Deep View: Conversations

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

לפני 17 weeks48:06

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.…

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#11: Why we need AI guardrails - Liran hason