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AI in 2025 – A global perspective, with Kai-Fu Lee
Manage episode 458878246 series 2615510
Content provided by EPIIPLUS 1 Ltd / Azeem Azhar and Azeem Azhar. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by EPIIPLUS 1 Ltd / Azeem Azhar and Azeem Azhar or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
Kai-Fu Lee joins me to discuss AI in 2025. Kai-Fu is a storied AI researcher, investor, inventor and entrepreneur based in Taiwan. As one of the leading AI experts based in Asia, I wanted to get his take on this particular market.
Key insights:
- Kai-Fu noted that unlike the singular “ChatGPT moment” that stunned Western audiences, the Chinese market encountered generative AI in a more “incremental and distributed” fashion.
- A particularly fascinating shift is how Chinese enterprises are adopting generative AI. Without the entrenched SaaS layers common in the US, Chinese companies are “rolling their own” solutions. This deep integration might be tougher and messier, but it encourages thorough, domain-specific implementations.
- We reflected on a structural shift in how we think about productivity software. With AI “conceptualizing” the document and the user providing strategic nudges, it’s akin to reversing the traditional creative process.
- We’re moving from a training-centric world to an inference-centric one. Models need to be cheaper, faster and less resource-intensive to run, not just to train. For instance, his team at ZeroOne.ai managed to train a top-tier model on “just” 2,000 H100 GPUs and bring inference costs down to 10 cents per million tokens—a fraction of GPT-4’s early costs.
- In 2025, Kai-Fu predicts, we’ll see fewer “demos” and more “AI-first” applications deploying text, image and video generation tools into real-world workflows.
Connect with us:
201 episodes
Manage episode 458878246 series 2615510
Content provided by EPIIPLUS 1 Ltd / Azeem Azhar and Azeem Azhar. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by EPIIPLUS 1 Ltd / Azeem Azhar and Azeem Azhar or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
Kai-Fu Lee joins me to discuss AI in 2025. Kai-Fu is a storied AI researcher, investor, inventor and entrepreneur based in Taiwan. As one of the leading AI experts based in Asia, I wanted to get his take on this particular market.
Key insights:
- Kai-Fu noted that unlike the singular “ChatGPT moment” that stunned Western audiences, the Chinese market encountered generative AI in a more “incremental and distributed” fashion.
- A particularly fascinating shift is how Chinese enterprises are adopting generative AI. Without the entrenched SaaS layers common in the US, Chinese companies are “rolling their own” solutions. This deep integration might be tougher and messier, but it encourages thorough, domain-specific implementations.
- We reflected on a structural shift in how we think about productivity software. With AI “conceptualizing” the document and the user providing strategic nudges, it’s akin to reversing the traditional creative process.
- We’re moving from a training-centric world to an inference-centric one. Models need to be cheaper, faster and less resource-intensive to run, not just to train. For instance, his team at ZeroOne.ai managed to train a top-tier model on “just” 2,000 H100 GPUs and bring inference costs down to 10 cents per million tokens—a fraction of GPT-4’s early costs.
- In 2025, Kai-Fu predicts, we’ll see fewer “demos” and more “AI-first” applications deploying text, image and video generation tools into real-world workflows.
Connect with us:
201 episodes
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Azeem Azhar's Exponential View


1 AI & the future of media with The Atlantic CEO, Nicholas Thompson 52:14
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Nick Thompson, CEO of The Atlantic, led one of the first major content licensing deals with OpenAI in 2024. In this conversation, he joins Azeem to unpack how AI is transforming media – and what that means for every business navigating the shifting economics of attention, trust, and discovery. We cover: (01:49) Journalism’s four horsemen (5:33) The collapse of search (9:07) Cloudflare’s counterattack (13:56) Is this the search-traffic fix? (17:42) Rise of the sovereign creator (22:57) Do great writers need editors? (26:22) Why conservatives win new media (27:17) How Substack drives discovery (31:08) East Coast vs. West Coast ethics (35:11) How Nick uses AI in writing (42:13) Is AI friend or foe to journalism? (45:32) The Atlantic’s survival plan Nick's links: The Atlantic: https://www.theatlantic.com/ LinkedIn: https://www.linkedin.com/in/nicholasxthompson/ Twitter/X: https://x.com/nxthompson Substack: https://nxthompson.substack.com Azeem's links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar Twitter/X: https://x.com/azeem ---- Produced by supermix.io and EPIIPLUS1 Ltd…
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Azeem Azhar's Exponential View


At the start of the year, I made seven predictions about how 2025 would unfold. Six months in, it's time to mark my own work. From AI capability breakthroughs to autonomous vehicles, climate extremes to workforce transformation, I examine what I got right, what I missed, and why the 2027-2028 period will be when vertical AI hits the real economy in force. In this episode you’ll hear: The AI wall that never came: Ten-million-token models exist, O3 scores 25% on Frontier Math vs GPT-4's 2%, but some models are inconsistent and overthink problems When bots officially out-talk humans: My modeling shows LLMs crossed the threshold of producing more text than humans sometime this summer The Waymo vs Uber SF battle: They've beaten Lyft and expanded to New York, but Tesla's Austin robo-taxi fleet changes the competitive landscape Climate and energy predictions that were "too easy": Record climate extremes, 30% solar growth, and Indonesia's stunning EV jump from 20% to 80% in two years What I completely missed: The AI capex boom, humanoid robots at Figure/BMW/Amazon, and workforce impact with CEOs reporting 20-50% AI assistance Why getting too many predictions right is a problem: I reflect on whether scoring too well means I didn't push boundaries enough in my forecasting The 2027-2028 turbulence ahead: Why four-year-old AI startups challenging incumbents while early adopters reap deep organizational benefits will create economic turbulence Our new show This was originally recorded for “Friday with Azeem Azhar”, a new show that takes place every Friday at 9am PT and 12pm ET. You can tune in through my Substack linked below. The format is experimental and we’d love your feedback, so feel free to comment or email your thoughts to our team at live@exponentialview.co . Azeem’s links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar?originalSubdomain=uk Twitter/X: https://x.com/azeem Timestamps: (00:00) Grading my predictions from January 2025 (01:23) #1: No AI Wall (03:59) #2: Warp-speed deployment (05:16) #3: Bots out-talk humans (06:24) #4: Waymo overtakes Uber in SF (08:31) #5: Climate extremes intensify (09:09) #6: Solar keeps breaking records (10:06) #7: EVs shift up a gear (11:12) The problem with predicting too accurately (12:01) What I missed (12:14) The CapEx boom around AI (13:56) The rise of humanoid robots (14:36) AI's impact on the workforce (18:40) Looking ahead (18:48) Infrastructure first, apps next (19:52) 2027/2028 will be a "period of fireworks" (21:39) When we'll find out if AI is a bubble (23:02) A question for the future Production: Production by supermix.io and EPIIPLUS1 Ltd…
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Azeem Azhar's Exponential View


1 What 72hrs in China taught me about the future (AI, EVs, more) 22:19
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In this episode, I reflect on a whirlwind three-day visit to China - my first in over 20 years. And what I saw was remarkable. The infrastructure puts most of the West to shame. The AI isn't just hype - it's working at serious scale. And the electric vehicles? They're about to steamroll the global auto industry. Here's what really struck me during my whirlwind trip to Beijing and beyond. In this episode you'll hear: Infrastructure built at speed: Beijing's immaculate airport, 300 km/h rail to Tianjin for £17, and pristine expressways that put US infrastructure to shame. Verticalised AI in action: While Chinese labs trail US frontier models and face compute constraints, they're excelling in verticals - profitable robotaxis in Wuhan, healthcare AI analyzing 5.5 billion medical records, and Squirrel AI's $200m education platform that outperforms China's best human teachers. EV cost leadership is set: Chinese electric vehicles are absolutely remarkable. Years of vicious domestic competition have created incredible innovation and cost discipline that will hit European carmakers like a sledgehammer. The air quality transformation: Beijing at 37°C was clean enough for a morning run, thanks to widespread EV adoption. Scale that defies comprehension: Convention centers 100 times the size of Union Square, cities of 20 million people, and AI platforms serving tens of millions of users. Our new show This was originally recorded for “Friday with Azeem Azhar”, a new show that takes place every Friday at 9am PT and 12pm ET. You can tune in through my Substack linked below. The format is experimental and we’d love your feedback, so feel free to comment or email your thoughts to our team at live@exponentialview.co . Azeem’s links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar?originalSubdomain=uk Twitter/X: https://x.com/azeem Timestamps: (00:00) Surprises at the airport (01:21) Immense scale (01:54) 3 areas of interest (02:37) Chinese infrastructure and engineering (03:22) ~180mph train, £17 fare (04:29) Multi-lane expressways built for scale (05:55) Development of AI in china (06:09) China leans into vertical AI (08:12) Apollo robotaxis: unit-cost positive (09:33) Yidu Tech: 5.5B health records (10:35) Squirrel AI outperforms top teachers (14:29) EVs & clean air (16:14) BYD x Octopus: earn by charging (18:30) EV boom improves Beijing air (19:56) Luxury Chinese EV interior (21:08) Closing thoughts Production by supermix.io and EPIIPLUS1 Ltd.…
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Azeem Azhar's Exponential View


1 The problem with Altman’s “gentle singularity,” Apple’s AI missteps, and Google’s fading ad model | Live with Azeem Azhar 29:59
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Broadcasting live from Paris, I tackle three massive technology stories that are reshaping our digital future. From Apple's stunning interface redesign to the collapse of traditional search advertising, and Sam Altman's vision of an AI singularity that's already begun - this episode captures the tectonic shifts happening in tech right now. I cover: (1:32) WWDC 2025: Apple’s AI challenges and new UI (6:06) The decline of Google’s ad model (10:08) Sam Altman’s Gentle Singularity essay (19:37) Live audience Q&A (19:45) Is the singularity really about Altman? (22:13) Is France carrying Europe’s AI dreams? (24:58) Are you seeing promising AI hardware? (27:42) How will AI change software pricing? Our new show This was originally recorded for “Friday with Azeem Azhar”, a new show that takes place every Friday at 9am PT and 12pm ET. You can tune in through my Substack linked below. The format is experimental and we’d love your feedback, so feel free to comment or email your thoughts to our team at live@exponentialview.co . Azeem’s links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar?originalSubdomain=uk Twitter/X: https://x.com/azeem Production by supermix.io and EPIIPLUS1 Ltd.…
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Azeem Azhar's Exponential View


1 OpenAI’s CPO on what’s coming next: Hardware, GPT-5, Jony Ive, agents, more 53:56
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This week, I'm speaking with Kevin Weil, Chief Product Officer at OpenAI, who is steering product development at what might be the world's most important company right now. We talk about: (00:00) Episode trailer (01:37) OpenAI's latest launches (03:43) What it's like being CPO of OpenAI (04:34) How AI will reshape our lives (07:23) How young people use AI differently (09:29) Addressing fears about AI (11:47) Kevin's "Oh sh!t" moment (14:11) Why have so many models within ChatGPT? (18:19) The unpredictability of AI product progress (24:47) Understanding model “evals” (27:21) How important is prompt engineering? (29:18) Defining “AI agent” (37:00) Why OpenAI views coding as a prime target use-case (41:24) The "next model test” for any AI startup (46:06) Jony Ive's role at OpenAI (47:50) OpenAI's hardware vision (50:41) Quickfire questions (52:43) When will we get AGI? Kevin's links: LinkedIn: https://www.linkedin.com/in/kevinweil/ Twitter/X: @kevinweil Azeem's links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar Twitter/X: https://x.com/azeem Our new show: This was originally recorded for "Friday with Azeem Azhar", a new show that takes place every Friday at 9am PT and 12pm ET. You can tune in through Exponential View on Substack. Produced by supermix.io and EPIIPLUS1 Ltd.…
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Azeem Azhar's Exponential View


1 Tyler Cowen on how AI will reorder economies, schools, and spirituality 48:58
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Economist and polymath Tyler Cowen challenges Silicon Valley's optimistic projections about AI-driven economic growth. We explore what could slow AI's economic impact, despite its remarkable capabilities – and where humans find the new normal amidst major shifts. Timestamps: (00:00) Episode trailer (01:47) The problem with Silicon Valley's AI-driven growth projections (06:02) The institutional bottleneck to AI progress (10:49) Markets aren’t pricing in a radical AI future (12:53) Are we heading for a great job displacement? (17:02) Is GDP still worth talking about? (19:11) Who does AI benefit most? (21:11) Will AI cause a human identity crisis? (27:11) The education system’s failure to adapt (35:34) How the Gulf could become a geopolitical powerhouse (39:10) Could AI change religion? (46:46) Closing thoughts Tyler's links: Marginal Revolution Blog: https://marginalrevolution.com/ Twitter/X: https://x.com/tylercowen Azeem's links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar Twitter/X: https://x.com/azeem Our new show This was originally recorded for "Friday with Azeem Azhar", a new show that takes place every Friday at 9am PT and 12pm ET. You can tune in through Exponential View on Substack. Produced by supermix.io and EPIIPLUS1 LTD…
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Azeem Azhar's Exponential View


1 GitHub CEO on what AI means for developer salaries, SaaS, and more 53:45
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Thomas Dohmke, CEO of GitHub, joins Azeem to explore how AI is fundamentally transforming software development. In this episode you'll hear: (01:50) What’s left for developers in the age of AI? (04:54) How GitHub Copilot unlocks flow state (07:09) Three big shifts in how engineers work today (10:47) Is software development art or assembly line? (15:26) Why developers are climbing the abstraction ladder (19:35) Have we already lost control of the code? (23:15) What it’s actually like to work with AI coding agents (39:35) Welcome to the age of ultra-personalized software (45:37) Building the next-generation web Thomas's links: GitHub: https://github.com/ LinkedIn: https://www.linkedin.com/in/ashtom/ Twitter/X: https://x.com/ashtom Azeem's links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar Twitter/X: https://x.com/azeem Our new show This was originally recorded for "Friday with Azeem Azhar", a new show that takes place every Friday at 9am PT and 12pm ET. You can tune in through Exponential View on Substack. Produced by supermix.io and EPIIPLUS1 Ltd…
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Azeem Azhar's Exponential View


1 Inside Box’s AI playbook with founder & CEO Aaron Levie 48:47
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Aaron Levie, CEO & co-founder of Box, joins Azeem Azhar to explore how an “AI-first” mindset is reshaping every layer of Box – from product road-maps to pricing – and what that teaches the rest of us about building faster, smarter organisations. Timestamps: (00:00) Episode trailer (02:04) The "lump of labor fallacy" in sci-fi books (07:37) When individual productivity gains don’t translate to teams (12:32) Box’s Friday AI demos (21:23) How agents might redefine 100 years of management science (26:37) A lesson on AI innovation from the early days of Ford (29:52) Sundar Pichai, Satya Nadella, and Sergey Brin are coding again? (35:16) Pricing in a post-AI agent world (38:43) Cheaper tokens, heavier usage: AI’s margin math (43:02) Solving AI’s verifiability problem (48:24) How Aaron uses AI in his personal life Aaron's links: Box: https://www.box.com/ LinkedIn: https://www.linkedin.com/in/boxaaron/ X/Twitter: https://x.com/levie Azeem’s links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar X/Twitter: https://x.com/azeem This conversation was recorded for “Friday with Azeem Azhar”, live every Friday at 9 am PT / 12 pm ET. Catch it via Exponential View on Substack. Produced by supermix.io and EPIIPLUS1 Ltd…
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Azeem Azhar's Exponential View


1 China’s catching up to US AI… Here’s why it won’t matter 49:17
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Lennart Heim, a researcher and information scientist at RAND Corporation, joins Azeem Azhar to unpack a provocative claim: China is catching up with US AI capabilities, but it doesn't matter. Timestamps: (00:00) Episode trailer (01:19) Lennart’s core thesis (03:26) Why compute matters so much (07:31) The investment split between model R&D and model execution (11:18) How test-time compute impacts costs (16:14) The geopolitics of compute (21:32) Why does the U.S have more compute capacity than China? (25:01) The trade-off between economic needs and national-security needs (31:54) How technology change might shift the battlegrounds (35:33) Dealing with compute and power concentration (48:19) Concluding quick-fire question Lennart's links: Twitter/X: https://twitter.com/ohlennart Personal blog: https://heim.xyz/ Azeem's links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar Twitter/X: https://x.com/azeem This was originally recorded for "Friday with Azeem Azhar", a new show that takes place every Friday at 9am PT and 12pm ET. You can tune in through Exponential View on Substack. Produced by supermix.io and EPIIPLUS1 Ltd…
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Azeem Azhar's Exponential View


1 What does Spain’s blackout mean for the future of clean energy? 41:48
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Greg Jackson, CEO of Octopus Energy, joins Azeem to discuss the Iberian blackout and how we can create a more stable, flexible, and resilient energy grid for the future. This conversation digs into grid technology, market structures, and the real opportunities of the clean energy transition. (00:00) Episode trailer (01:38) What caused the Iberian blackout? (04:55) Managing load in traditional vs renewable grids (11:57) The role of market incentives (18:13) Greg's social experiments within the UK grid (23:49) How the "virtual power plant" is becoming a reality (26:59) The path to completing the renewable energy transition (33:15) Are lobbyists slowing down the transition? (36:26) What does the next 5-10 years look like? (40:42) Why the name "Octopus?" Greg's links: Twitter/X: https://twitter.com/g__j LinkedIn: https://uk.linkedin.com/in/gregsjackson Octopus Energy: https://octopus.energy/ Azeem's links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar Twitter/X: https://x.com/azeem…
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Azeem Azhar's Exponential View


1 The difference between early and late AI adopters 49:30
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Physicist and entrepreneur Steve Hsu, whose startup Superfocus tackles hallucination problems in large language models, joins Azeem to discuss AI agents, hallucination challenges and what happens when technology meets labor markets. They discuss: ( 01:31 ) The deeper shift that Superfocus represents ( 07:00 ) Will models overcome hallucination? ( 10:15 ) AI Agents can replace 80-90% of call center calls ( 12:27 ) What it’s like showing customer support AI to customer support people ( 22:36 ) China's mayors are like mini CEOs ( 30:05 ) What will matter most in the supposed "AI race"? ( 35:58 ) DeepSeek was not part of the Chinese Government ( 38:23 ) How open source will change the future of deployment ( 40:59 ) What the public doesn't understand about AI tail risk ( 48:01 ) How AI plush toys can teach French to 2-year-olds This was originally recorded for "Friday with Azeem Azhar", a new show that takes place every Friday at 9am PT and 12pm ET. You can tune in through Exponential View on Substack. Produced by supermix.io and EPIIPLUS1 Ltd…
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Azeem Azhar's Exponential View


1 Sir Niall Ferguson decodes Trump, China, and the new world order 52:23
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Sir Niall Ferguson, renowned historian and Milbank Family Senior Fellow at the Hoover Institution, joins Azeem Azhar to discuss the evolving relationship between the U.S. and China, Trump's foreign policy doctrine, and what the new global economic and security order might look like. ( 00:00 ) What most analysts are missing about Trump ( 05:43 ) The win-win outcome in Europe–U.S relations ( 11:17 ) How the U.S. is reestablishing deterrence ( 15:50 ) Can the U.S. economy weather the impact of tariffs? ( 23:33 ) Niall's read on China ( 29:29 ) How is China performing in tech? ( 33:35 ) What might happen with Taiwan ( 42:43 ) Predictions for the coming world order Sir Niall Ferguson's links: Substack: Time Machine Books: War of the World , Doom: The Politics of Catastrophe Twitter/X: https://x.com/nfergus Azeem's links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar Twitter/X: https://x.com/azeem Our new show This was originally recorded for "Friday with Azeem Azhar" on 28 March. Produced by supermix.io and EPIIPLUS1 Ltd…
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Azeem Azhar's Exponential View


1 What it’s like on the frontlines of Trump’s tariff’s war 43:19
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In this episode, Azeem Azhar speaks with Ryan Petersen, CEO and founder of logistics platform Flexport, about the current state of global trade amidst escalating tariffs, geopolitical tensions, and technological disruption. Ryan offers unique insights from the frontlines of the US-China trade war and explores how businesses are adapting to a rapidly changing landscape. (00:00) Episode trailer (01:12) Ryan's overall thoughts and predictions (03:40) Why shipping is crucial to your everyday life (08:07) Why tariffs may actually increase global shipping (11:34) Who’s pausing their China shipments? (14:29) The mindset of Flexport customers right now (16:02) Is this the end of globalization? (21:48) The fragility and resiliency of global trade (25:27) The most underrated story in the world (30:25) How tech has changed global trade (36:31) Who will win in the new trade settings? (41:20) What could a U.S-China trade deal look like? Ryan's links: Flexport https://www.flexport.com/ Twitter/X https://x.com/typesfast LinkedIn https://www.linkedin.com/in/rpetersen/ Azeem's links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar Twitter/X: https://x.com/azeem Our new show This was originally recorded for "Friday with Azeem Azhar", a new show that takes place every Friday at 9am PT and 12pm ET. You can tune in through my Substack linked below. The format is experimental and we'd love your feedback, so feel free to comment or email your thoughts to our team at live@exponentialview.co . Produced by supermix.io and EPIIPLUS1 Ltd…
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Azeem Azhar's Exponential View


1 A tour of the tech boom — 5 waves you need to understand 42:28
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Azeem Azhar welcomes Packy McCormick, founder and investor at Not Boring, to discuss the current tech landscape. In this episode you'll hear: (01:50) What Packy got wrong (and right) about Web3 (10:17) The shift to "know thyself and know thyself-nots" (14:28) Europe just woke up (18:46) Bits and atoms are cool again (21:10) London airport shutdown reveals a deeper challenge (23:32) A new kind of home energy infrastructure (29:28) A theory on Eric Schmidt's new CEO role (34:08) What's the role of nuclear in a solar + battery world? (40:33) The coming tech boom Our new show This was originally recorded for "Friday with Azeem Azhar", a new show that takes place every Friday at 9am PT and 12pm ET. You can tune in through my Substack linked below. The format is experimental and we'd love your feedback, so feel free to comment or email your thoughts to our team at live@exponentialview.co. Packy's links: Substack: https://www.notboring.co/ Twitter/X: https://x.com/packyM Azeem's links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar Twitter/X: https://x.com/azeem Produced by supermix.io and EPIIPLUS1 Ltd…
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Azeem Azhar's Exponential View


1 Are we ready for human-level AI by 2030? Anthropic's co-founder answers 52:06
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Anthropic's co-founder and chief scientist Jared Kaplan discusses AI's rapid evolution, the shorter-than-expected timeline to human-level AI, and how Claude's "thinking time" feature represents a new frontier in AI reasoning capabilities. In this episode you'll hear: Why Jared believes human-level AI is now likely to arrive in 2-3 years instead of by 2030 How AI models are developing the ability to handle increasingly complex tasks that would take humans hours or days The importance of constitutional AI and interpretability research as essential guardrails for increasingly powerful systems Our new show This was originally recorded for "Friday with Azeem Azhar", a new show that takes place every Friday at 9am PT and 12pm ET on Exponential View. You can tune in through my Substack linked below. The format is experimental and we'd love your feedback, so feel free to comment or email your thoughts to our team at live@exponentialview.co . Timestamps: (00:00) Episode trailer (01:27) Jared's updated prediction for reaching human-level intelligence (08:12) What will limit scaling laws? (11:13) How long will we wait between model generations? (16:27) Why test-time scaling is a big deal (21:59) There’s no reason why DeepSeek can’t be competitive algorithmically (25:31) Has Anthropic changed their approach to safety vs speed? (30:08) Managing the paradoxes of AI progress (32:21) Can interpretability and monitoring really keep AI safe? (39:43) Are model incentives misaligned with public interests? (42:36) How should we prepare for electricity-level impact? (51:15) What Jared is most excited about in the next 12 months Jared's links: Anthropic: https://www.anthropic.com/ Azeem's links: Substack: https://www.exponentialview.co/ Website: https://www.azeemazhar.com/ LinkedIn: https://www.linkedin.com/in/azhar Twitter/X: https://x.com/azeem Produced by supermix.io…
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