High Capacity — Reading Room

China's AI Strategy and the US-China AI Race

1 tier-5 · 2 tier-4

Chan's central AI argument is that "winning" the race is not about who builds the best frontier model. He reframes the contest around the full stack — including energy — and around diffusion into the real economy, and he resolves the puzzle of why Beijing's policy documents barely mention AGI: China treats AI as a general-purpose technology like electricity, not a winner-take-all existential rupture. These pieces lay out the falsifiable indicators and the full-stack industrial-policy machinery behind that worldview.

Does China care about AGI?

TIER 5 Feb 15, 2026

Chan resolves the puzzle of why Chinese tech leaders talk openly about AGI while Beijing's policy documents barely mention it, arguing China treats AI as a general-purpose technology like electricity rather than a winner-take-all existential rupture. He offers three concrete behavioral indicators (chip-import balancing, no compute centralization, open-source promotion) to test whether Beijing is secretly racing to AGI — an original, falsifiable framework that anchors much of his later writing.

AGIChina AI policyscaling lawsopen sourceBeijing strategy

China's AI industrial policy

TIER 4 Jun 27, 2025

Announces Chan's RAND report 'Full Stack: China's Evolving Industrial Policy for AI,' summarizing how Beijing deploys policy tools across the entire AI stack to build a resilient, world-leading industry by 2030 — focused on hard-tech applications, open source, a national compute network, and state-backed labs rather than the race to AGI. Though framed as a report announcement, the takeaways concisely capture the foundational analysis underpinning much of the newsletter.

AI industrial policyRAND reportcompute networkopen sourceresilience

What I told Congress about the US-China AI race

TIER 4 Apr 22, 2026

Chan's congressional testimony reframes 'winning' the AI race around three definitions — best models (US leads), strongest full stack including energy (China leads on power), and benefiting ordinary Americans — arguing the last matters most and is most neglected. It crystallizes his recurring thesis that model performance is not everything and that China's full-stack, diffusion-first strategy plus its energy advantage are underrated, making it a useful policy-facing summary of his whole framework.

US-China AI raceexport controlsenergydiffusionpolicy testimony

Tech-Industrial Ecosystems and the Manufacturing Edge

1 tier-5 · 2 tier-4

The conceptual heart of Chan's manufacturing analysis: China's strength is not any single industry but interlocking, mutually reinforcing ecosystems — batteries, autos, motors, lidar, robotics — that compound via shared supply, demand, technology, and scale. He coins "industrial coevolution" and "tech-industrial convergence" to explain why Chinese firms become "Swiss Army knives," then grounds the abstraction in two on-the-ground sectors: EVs compressed to consumer-electronics speed, and a robotics know-how flow that has reversed from West-to-China to China-to-West.

China's overlapping tech-industrial ecosystems

TIER 5 Jan 22, 2025

Chan advances an original framework: China's strength lies in interlocking, mutually reinforcing tech-industrial ecosystems—batteries, smartphones, autos, motors, lidar, robotics, AI—that compound via shared supply, demand, technology, and scale, with EVs as the worked example. He introduces 'industrial coevolution' and 'tech-industrial convergence,' explaining why Chinese firms become 'Swiss Army knives'; it's a durable conceptual lens for China's manufacturing edge.

tech-industrial ecosystemsEVsbatteriesindustrial coevolutionconvergence

NEW podcast: China's robotics and industrial automation with Georg Stieler

TIER 4 Jan 5, 2026

The podcast's launch episode with robotics consultant Georg Stieler documents how robotics know-how has flipped from West-to-China to China-to-West, with Chinese makers winning cobots and mobile robots first (90%+ share) before moving up to automotive-grade arms, plus the humanoid/VLA shakeout and China's system-integration and supply-chain edge. It is an on-the-ground expert account of China's robotics rise that grounds Chan's 'physical AI' thesis in industry detail.

roboticsindustrial automationhumanoidsVLA modelssystem integration

Podcast: Chinese EVs are transforming the auto industry

TIER 4 Jan 15, 2026

An hour-long conversation with EV expert Tu Le explaining how Chinese automakers compress development cycles to consumer-electronics speed, vertically integrate (BYD), democratize intelligent driving, and reshape the global auto and battery supply chain via overcapacity, exports, and LFP licensing. It is a rich, concrete primer on why Chinese EVs are not just cheap but technologically ahead, including robotaxi and Level 2/3 autonomy dynamics.

Chinese EVsBYDintelligent drivingovercapacityrobotaxis

China's Industrial-Policy Framework and the Tech Long Game

1 tier-5 · 1 tier-4

Chan's foundational thesis that China's tech success comes not from a master plan but from relentless multi-decade persistence on a stable set of critical technologies. The decade-by-decade reading of the Five-Year Plans supplies the empirical backbone; the Lu Feng translation surfaces the influential Chinese intellectual current — industrial capacity as the precondition for innovation and a strategic asset rivaling dollar hegemony — that drives Beijing's "overcapacity is a fallacy" thinking.

China's technology long game

TIER 5 Mar 20, 2026

A decade-by-decade reading of China's Five-Year Plans (1980s–present) that extracts six durable trends — persistence, evolution, mirroring global trends, energy security, catch-up-to-innovation, and opportunity-to-threat — backed by a public document database. It is the newsletter's deepest original-research piece, arguing China's tech success comes not from a master plan but from relentless multi-decade persistence on a stable set of critical technologies, giving it lasting reference value.

Five-Year Plansindustrial policytech historysemiconductorsindigenous innovation

Chinese industrial maximalism: Lu Feng

TIER 4 Jun 19, 2025

Chan introduces and translates a major interview with Peking University scholar Lu Feng, who argues China needs more, not less, industrial development — industrial capacity is both the precondition for scientific innovation and a strategic asset rivaling dollar hegemony, framing US-China rivalry as 'industrial socialism' versus 'financial capitalism.' It surfaces an influential, rarely-translated Chinese intellectual current and the 'overcapacity is a fallacy' counter-narrative driving Beijing's thinking.

Lu Fengindustrial policyovercapacityfinancializationindustrial socialism

Semiconductors and Huawei

1 tier-5 · 1 tier-4

The chip story Chan tells is one of backfiring controls and alternative innovation paths. Huawei serves as the embodiment of China's entire industrial-policy history — joint ventures, managed competition, the Entity List, and the Mate 60 resurgence — and as the case study for the argument that export controls may have forced the very breakthroughs they meant to prevent. The legacy-chip piece extends this: mature nodes are a strategic base from which latecomers "overtake on the curve."

Huawei the Hydra

TIER 5 May 2, 2025

Using Eva Dou's book House of Huawei, Chan reads Huawei as the embodiment of China's entire industrial-policy history—from telecom 'market for technology' joint ventures and 'managed competition' among national champions, through global expansion and the espionage backlash, to the Entity List, the self-reliance 'Manhattan Project,' and the Mate 60 / HarmonyOS resurgence. It is a reference-grade synthesis arguing that export controls may have backfired by forcing the breakthroughs they meant to prevent, with Huawei as China's champion of national champions.

Huaweiindustrial policysemiconductorsUS-China tech warexport controls

Chinese semiconductors and alternative paths to innovation

TIER 4 Mar 19, 2025

Chan's introduction plus a cross-posted Sinification translation of He Pengyu argue that legacy/mature-process chips—70% of global consumption—are a strategic 'base' from which latecomers innovate in design and packaging and 'overtake on the curve,' citing Japan's CMOS-via-calculators leap over the US in the 1980s. The thesis: US controls focused on advanced chips left a gap China is filling at scale, giving it a reciprocal chokehold over mature chips and a foundation for advancing into high-end nodes.

legacy chipssemiconductorsJapan analogyindustrial policyovertaking on the curve

Export Controls, Economic Coercion, and the US-China Cold War

0 tier-5 · 3 tier-4

Chan's analytical toolkit for reading escalation. He argues the two countries are in a multidimensional cold war, not a trade war, where every coercive tool is a double-edged sword whose real test is the "balance of pain" between integrated economies. China is building a long-term "unified export control system" that deliberately mirrors US tools yet remains blunt and under-resourced — and Beijing, chastened by the first trade war, is likely to play a cautious, damage-control hand.

Beijing braces for impact: What Trump 2.0 might mean for US-China relations

TIER 4 Nov 8, 2024

Written just after Trump's 2024 win, Chan reads the lessons each side took from the first trade war: Trump now embraces tariffs as policy ends in themselves and is undeterred by retaliation, while Beijing learned how lopsided and dangerous the contest is. Against analysts predicting aggressive Chinese retaliation, he bets on a cautious, damage-control posture given China's weak hand and acute exposure to US semiconductor sanctions.

Trump 2.0trade wartariffssemiconductor sanctionsChina retaliation

Double-edged swords in the US-China Cold War

TIER 4 Apr 25, 2025

Chan argues the US and China are in a multidimensional cold war, not a trade war, and that every coercive tool is a double-edged sword whose real test is the 'balance of pain' between the two integrated economies. He offers a quadrant map of asymmetric vs. mutually destructive weapons, a taxonomy of policy goals, and observations on symbolic preemption, timing/sequencing, and a self-reinforcing fear cycle—a useful analytical framework for reading escalation.

US-China cold wartariffsexport controlscritical mineralsescalation

China's emerging export control regime

TIER 4 Oct 18, 2025

Chan argues China's sweeping MOFCOM rare-earth export controls are not just negotiating leverage but part of a long-term build-out of a 'unified export control system' serving geopolitical leverage, technological control, and national security. He shows China deliberately mirrors US tools (FDPR, de minimis, entity lists) yet remains blunt and under-resourced — 'economic nuclear bombs' without precision-guided enforcement — which breeds disruption and distrust.

export controlsrare earthsMOFCOMgeoeconomicseconomic coercion

Supply Chains, Technology Transfer, and Globalization

0 tier-5 · 3 tier-4

How China embeds itself in — and reshapes — global production. Chan frames the overseas-factory wave as a third phase of supply-chain strategy (market access, after resources and Belt-and-Road), steered by "industrial diplomacy" and willing to actively undermine rivals' industrialization. He explains the recurring "Faustian bargain" by which foreign firms build their future Chinese competitors via the IDAR playbook, and argues that even amid decoupling, structural gravity keeps US and China firms recoupling.

China's Faustian bargain for foreign firms

TIER 4 Feb 14, 2025

Building on his US-China Commission testimony, Chan explains why foreign firms repeatedly help build their future Chinese competitors: near-term profits and market access ('market for technology'), low-cost manufacturing, technological hubris, and asset sell-offs, all feeding China's IDAR (introduce-digest-assimilate-re-innovate) playbook. The payoff is a 'one-two punch'—foreigners squeezed out of China, then beaten in third markets—illustrated across autos, solar, telecom, magnets, and SVB.

foreign firmstechnology transferjoint venturesmarket for technologyIDAR

China is trying to reshape global supply chains

TIER 4 Feb 28, 2025

Chan frames China's overseas factory wave as a third phase of supply-chain strategy—after resource access and Belt-and-Road infrastructure, now market access—steered by 'industrial diplomacy' that rewards friendly countries (Hungary, Brazil) and punishes others (Philippines), while withholding key technology to keep China central. He situates this in the Japan/Korea 'flying geese' pattern but notes a sharp difference: China is willing to actively undermine rivals' industrialization, India being the prime case.

supply chainsindustrial diplomacyFDIflying geeseIndia

US-China recoupling in an age of decoupling

TIER 4 Dec 19, 2025

Chan argues that even as governments push to decouple, structural forces (the trade 'gravity model') and complementary capabilities keep pulling US and China firms together, cataloging concrete recouplings across biotech, robotics, robotaxis, batteries, AI models, and chips. The counterintuitive thesis — that new ties keep forming and global progress will increasingly depend on cooperation — is well-evidenced and a useful frame for the chokepoint debate.

decouplingrecouplingsupply chainschokepointsgravity model

AI Agents and Deployment-First Execution

0 tier-5 · 2 tier-4

The applied counterpart to Chan's AI-strategy theme: where agents actually work, and who ships them fastest. He diagnoses the "90% problem" — reliability that is fine for non-binary tasks but fails on all-or-nothing ones — and contrasts Chinese firms' faster, rougher rollout against US caution, then tours the divergent agent and ecosystem strategies of China's big tech and the "four tigers" startups under heavy capital constraints.

Podcast: China's top AI players and their differing AI strategies

TIER 4 Jan 29, 2026

A full podcast with Grace Shao mapping how China's big tech (Alibaba, Tencent, ByteDance) and the 'four tigers' startups pursue divergent AI-agent and ecosystem strategies under heavy capital constraints, plus Singapore's role as a geopolitical gateway (the Manus–Meta deal). It is a detailed, player-by-player industry tour that is hard to find elsewhere in such granular form.

AI agentsChinese big techAI startupsSingaporeManus

AI agents and the 90% problem

TIER 4 Dec 5, 2025

Chan diagnoses why agentic AI underdelivers — reliability around 90% is not good enough for binary all-or-nothing tasks — and introduces a binary-vs-nonbinary task framework plus the labor-augmenting/substituting distinction to predict where agents help. He then contrasts ByteDance's screenshot-driven and Huawei's partner-integration approaches to phone agents, arguing Chinese firms are rolling out faster while US firms stay cautious.

AI agentsreliabilitybinary taskssmartphone agentslabor effects

Trade, the China Shock, and Manufacturing Economics

0 tier-5 · 1 tier-4

A corrective on the economics that frame the whole debate. Chan revisits the famous "China Shock" paper, showing its job losses were a small share of a decades-long, automation-driven structural decline, and dissects why a single sticky number drove an overcorrection against trade — an argument about how research narratives, not just findings, shape policy.

The China Shock revisited

TIER 4 Apr 8, 2025

Chan contextualizes the famous 'China Shock' paper, showing its ~1 million lost manufacturing jobs was a small share (7-12%) of a decades-long, automation-driven structural decline that long predates NAFTA and WTO accession. He attributes the paper's outsized political impact to sociological factors—a fitting narrative, prestigious authors, a memorable number, and the word 'shock'—and warns it fueled an overcorrection against trade.

China Shockmanufacturing jobstradeautomationeconomics of research