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Differentiated Understanding

Differentiated Understanding

Grace Shao 29 episodes Latest Jun 1, 2026

Each episode features a guest with a unique perspective on a critical issue, phenomenon, or business trend, helping listeners see things differently. The podcast is hosted by Grace Shao and is associated with the Substack publication aiproem.substack.com.

Episodes

Where does Europe fit in the so-called China-US AI race? Jun 8, 2026 4175 Joining me today is Alex Lu, who offers a unique perspective. Alex works at the intersection of three very different AI worlds: China, Europe, and enterprise transformation. Having spent more than a decade in France and now advising European companies on AI adoption (often Chinese models), he offers a perspective that is often missing from the broader AI conversation, which is typically framed as
China’s internet ecosystem, manufacturing base, batteries, EVs, robotics, and semiconductor becoming an AI-enabled industrial system Jun 1, 2026 3028 In this episode of Differentiated Understanding, I spoke with THE TP Huang, an independent China tech analyst known for his work on fintech, EVs, batteries, AI, semiconductors, and the broader China industrial ecosystem.The conversation traces China’s technology evolution from the early internet era to the present. TP argues that China’s internet ecosystem was shaped by a combination of censorship
The reasons to open-source and the future of AI bootstrapping with Tiezhen Wang May 25, 2026 3783 Joining me today is Tiezhen Wang (Tom), formerly of Hugging Face, where he worked with researchers in China, Australia, South Korea, Japan and across APAC, to help make open-source models more discoverable, usable, and visible to the global developer community. In this conversation, Tiezhen explains why Hugging Face became the GitHub for models and why open source is not just a distribution mechan
Nathan Lambert Reflects on China’s AI Labs: DeepSeek, Open Models, and the 'Race' with the U.S. May 19, 2026 3792 Joining me today is Nathan Lambert, author of Interconnects AI and a post-training lead at the Allen Institute for AI. Nathan recently returned from a major tour of China’s leading AI labs, where he met with researchers and teams building some of the most impressive open models in the world.In this conversation, we discuss what Nathan saw on the ground: how Chinese AI labs differ from their U.S. c
AI x education, a contentious but unavoidable future. Designing tech for children with Dex's Reni Cao May 18, 2026 3657 I spoke with Reni Cao, the CEO and co-founder of Dex. Dex Camera is a language-learning camera for kids. Reni is a dad, a former product lead at YouTube, and on a mission to build technology that does good for kids and gives digital autonomy back to parents. We dive into his personal story from his high school days that drives his passion for AI, and why he believes the current education system is
There's more to Korea than just chips. TheVentures CIO on the country's AI stack May 11, 2026 3254 In this episode, I spoke to a leading South Korea VC, TheVentures’ CIO Ethan Cho. He argues that South Korea’s low fertility rate and aging population put pressure on Korea to be one of the world’s fastest adopters of AI technology, similar to its rapid embrace of high-speed internet in the early 2000s. While not a leader in foundational LLMs like the US or China, Korea’s strength lies in applicat
Assembled co-founder John Wang on building a AI native support system for enterprises May 4, 2026 2596 In this episode, I sit down with John Wang, the co-founder of Assembled, to explore how AI is revolutionizing customer support. Having transitioned from a Stripe engineer to an AI startup founder, John shares his unique insights into the evolution of support tools. We delve into how these tools have shifted from being mere cost centers to becoming strategic assets that enhance customer experiences
Matt Sheehan on China’s AI Policies: Employment, Anxiety, Safety, and State Priorities Apr 27, 2026 3674 Today, I’m joined by Matt Sheehan who writes this insightful newsletter. Matt is a senior fellow in the Asia Program at the Carnegie Endowment for International Peace. He researches China’s AI ecosystem, Chinese tech policy, and how technology shapes the country’s political economy.Matt lived and worked in China from 2010 to 2016 and later led China tech research at the Paulson Institute’s MacroPo
Tencent's QClaw goes global, aims to serve the average consumer user, with PM Shuyu Zhang Apr 21, 2026 2725 Amid Anthropic’s success with coding products, many AI labs and companies have also tried to lean into that vertical. OpenAI has stepped back from courting consumers and shut down its video model division, Sora. Alibaba, meanwhile, has more recently begun releasing closed-weight proprietary models and is reportedly pushing the Qwen team to find clearer paths to monetization. The Chinese tech giant
Sovereign AI, Open Source, and the Gulf’s Big Bet with Interconnected Kevin Xu Jan 14, 2026 3521 Every panel on AI and geopolitics seems to default to the same cliché: “the US–China race.” In this episode of Differential Understanding, I wanted to sit with someone who has actually lived inside DC, Silicon Valley, and the US–China tech corridor, and ask whether that framing still makes sense.My guest is Kevin Xu, founder of Interconnected Capital – a global hedge fund focused on the picks and
EVs taking on AI OS and the Delivery War. The Chinese Tech Winners Beyond BAT with Alan Zhang Jan 6, 2026 2969 In this episode, I sit down with Alan Zhang (Principal & Portfolio Manager at Ox Capital Management) to map China’s tech landscape through an investor’s lens. We break down how Alibaba, Tencent, and ByteDance are approaching AI, and why the “AI OS” is the real endgame. Finally, we analyze what’s changing in China’s consumer internet, EV ecosystem, and embodied AI pipeline. We also unpack China’s d
Z.ai/ Zhipu: one of the first major LLM start-ups to go public. Competition with giants and aims for AGI Dec 29, 2025 3066 In this episode, I sit down with Zixuan Li, who leads the chat API and global partnerships at Z.ai, one of China’s leading LLM labs (one of the four tigers) and now one of the first to head toward an IPO. Z.ai started as THUDM, a Tsinghua data-mining lab best known in open-source circles for GLM and CogVideo, and has since grown into a model-as-a-service platform powering millions of devices and t

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