China Desk

China News, Summarized 20 Oct 2026, 16:07 UTC 34 stories 22/23 sources

Today's brief

Washington hit China's AI funders and buyers in one day, and DeepSeek shipped regardless

Washington sanctions the investor, bans the model

The target is the funder. On Monday the State Department sanctioned five Chinese entities under the Protecting American Intellectual Property Act. One is Shanghai Zhisuan Technology, founded by Ding Linwei, the ex-Google engineer convicted in January of stealing AI trade secrets. The other four are MiraclePlus, the Beijing venture firm that seeded Zhisuan, and three affiliates.

Investor liability is the precedent. The theory is that MiraclePlus took equity in Zhisuan and gave Ding a stage to pitch replicating Google's infrastructure. Its founder, Lu Qi, is a former Microsoft AI executive who developed Y Combinator's China arm, then kept it going under his own brand. Every Chinese VC now has a reason to vet founders' former employers. That inference is mine.

The DeepSeek order sat for four months. Homeland Security Secretary Markwayne Mullin signed it on 26 June; it surfaced on 19 October. Civilian agencies must stop buying from DeepSeek and must remove its products, including third-party tools "developed using DeepSeek implementations". Private use remains legal. I can't tell whether surfacing it a month before the Shenzhen summit was deliberate.

Both sides are stacking leverage. Negotiators are racing to close investment deals before the leaders meet at APEC in Shenzhen next month. Congress has the MATCH Act, which would restrict immersion lithography exports. ChinaTalk's guest says China bought about 90 such systems a year in 2024–25, nearly two-thirds of ASML's immersion exports.

The coverage gap. Bloomberg's headline sells a brand: "China's Y Combinator". State's own text describes a funding chain. No mainland outlet in today's feed mentions either action. They covered DeepSeek's code release, a fired intern's funding round and Singles' Day. I found no response yet from Beijing or MiraclePlus.

WHAT WE'RE WATCHING: whether Beijing answers before Shenzhen, and whether it names the VC firm.

Go deeper on this section: ClaudeChatGPT

DeepSeek opened the plumbing anyway

DeepInfer is the serving stack. DeepSeek open-sourced DeepInfer under Apache 2.0. It runs on Nvidia's SM100 GPUs and Huawei's Ascend 950 chips. Zhidx relays DeepSeek's claims: 155 trillion tokens a day from one cluster, and $38 of revenue per card-hour at off-peak prices. Both are self-reported, and I have seen no reproduction.

The design is worth reading. Decode runs wide expert parallelism across 64 to 128 cards. KV-cache blocks live on a roughly 100 PiB SSD cluster, so any prefill node can hit any prefix, at the cost of prefix-affinity routing. "Bounded replay" recomputes only the last 128 tokens of the sliding-window layers, nearly halving prefill compute.

The catch is what's missing. The KV-cache system and load balancers are not in the release, though a complete service needs both. My read: DeepSeek published the engine and kept the cache tier behind its unit economics. A procurement ban reaches buyers, not a repository, and this landed a day after the order.

MiniMax matched it within 48 hours. MiniMax's M3.1 Flash launched Monday at 1 yuan (~$0.14) per million input tokens and 4 yuan (~$0.56) output, with a 1M-token context and 200-plus tokens a second. By MiniMax's own numbers it ties DeepSeek's V4.1-Flash-1017 on agent benchmarks, at half DeepSeek's peak price.

Chinese labs can now raise prices. TMTPost's tally: Chinese models consumed 86.74 trillion tokens on OpenRouter in the week of 5 October, 4.5 times US models, a lead 24 weeks long. Zhipu, the lab behind GLM, raised average API prices 101% without losing customers. MiniMax tried a hike, fell 15.71% in a day and halved prices. OpenRouter excludes most direct traffic to OpenAI and Anthropic, so it measures only contestable demand.

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Who the AI economy actually rewards

A fired intern raised $30 million. Tian Keyu was a Peking University doctoral student and ByteDance research intern in 2024. ByteDance says he repeatedly killed colleagues' training jobs over compute allocation. It fired him, sued for 8 million yuan (~$1.1m) and won 500,000 yuan (~$70,000). This month his unnamed world-model lab, about ten people, raised nearly $30m at a $200m valuation from 5Y Capital and IDG Capital.

The anger is about the price gap. After a 12 October podcast where he called it "plain justice", five ex-colleagues published a rebuttal. They allege worse damage and an open model passed off as in-house. Those are allegations. TMTPost's commentary reads the fury as arithmetic: a penalty worth about three years of intern pay, a reward of $200m. The investors have said nothing.

Same question, two enforcers. Washington sanctions the investor who backed a founder carrying someone else's secrets. China's internet interrogates its investors by shame. The pairing is mine; neither source draws it.

The drama factory broke. Per TMTPost, Soy Sauce Culture, an AI-drama studio founded by Huang Haonan, grew past 1,200 staff in late 2025. This year it halved targets of 1bn yuan (~$141m) revenue and 200m yuan (~$28m) profit. About 150 finished titles sit unreleased, costing 12m yuan (~$1.7m), and staff are down to 600-odd.

The unit economics are brutal. TMTPost's film-industry piece says an AI-made drama costs 10,000 to 20,000 yuan (~$1,400 to $2,800) against about 300,000 (~$42,000) for live action. But revenue per ten thousand plays has fallen from 30–100 yuan (~$4–$14) to 5–10 yuan (~$0.70–$1.40).

Yuewen opened its vault. The web-novel publisher reported first-half short-drama and animated-drama revenue of 4.3bn yuan (~$606m), triple last year. It says it has adapted under one in a thousand of its stories. Huang told reporters no AI-drama studios will remain after 2026, only one-person companies. My read: when a few people can make a drama in days, margin moves to whoever owns the rights and the shelf.

Go deeper on this section: ClaudeChatGPT

Threads we are pulling

  • The export draft got a rulebook. On 16 October I called Beijing's draft a gatekeeper, and on 18 October I couldn't say why labs weren't flinching. Sinocism's summary of Friday's proposal covers 23 AI technologies, from models to compute clusters. Public technology is excluded, new open releases could get automatic licensing, and API and SaaS delivery generally sit outside. Registration applies immediately, including to transfers underway. I now read it as a ledger more than a gate. DeepInfer on Ascend tests the cluster category.
  • Unitree warned on itself. After the slide from 1,100 yuan to about 420 that I tracked on 15 October, the robot maker's shares rose enough over three sessions to trip the Shanghai exchange's abnormal-trading rule. Its notice cites a trailing price-to-earnings ratio of 388.25 against 39.51 for its industry, and warns of valuation reversion.
  • The home car market kept shrinking. On 19 October I argued that Chen Deming, the former commerce minister, had diagnosed weak demand yet advised going abroad. 36Kr now cites industry data showing domestic car retail down 28% in September. Li Auto, Wenjie and Xiaomi swung to first-half losses. Wenjie will enter Europe in autumn 2027 with Bosch supplying its driver assistance.
  • CATL's profit lagged its sales. The battery maker, reportedly adding about 10bn yuan to DeepSeek's round, posted third-quarter revenue up 58.58% to 165.2bn yuan (~$23.3bn). Net profit rose only 14.54%, to 21.2bn yuan (~$3.0bn).

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The river · 34

DeepSeek open-sources its production inference stack and details its serving economics

# Zhidx 5h

Chinese coverage focuses on the engineering behind DeepSeek's release: a production inference framework that runs on Nvidia and Huawei accelerators, with disclosed throughput and system design details.

Also: Techmeme, Hacker News

More
  • DeepInfer includes distributed inference, speculative decoding, structured output and load-balancing components; a companion codec aims to match the official API's token handling.
  • The team says a single cluster serves 1.55 quadrillion tokens per day and reports revenue equivalent to $38 per GPU-hour at its stated pricing; these are company claims, not independently audited economics.
  • The report describes separating prefill and decode, retaining KV cache in a distributed storage tier and using bounded replay to reduce repeated prefill computation.
  • The release does not include all KV-cache management and load-balancing code because those components are tied to DeepSeek's internal infrastructure.
  • Opening the serving stack can spread implementation know-how even while the most operationally sensitive pieces remain proprietary.
Open at Zhidx Ask Claude ChatGPT

Advocacy groups renew calls for China to release detained US scholar

# China Digital Times 13h

A US citizen and Burmese democracy advocate detained in Kunming on suspicion of espionage remains in criminal custody, with little public information about evidence or legal access.

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  • The report says Min Zin was detained after traveling to China for an academic workshop and that the US government has designated the case a wrongful detention.
  • China's foreign ministry reportedly said he was suspected of espionage and endangering national security; the supplied account provides no evidence supporting the accusation.
  • The case has been raised by US officials, including at a Xi-Trump meeting, but the report describes no public resolution or transparent legal process.
  • For researchers and companies, the case adds to the risk calculus around travel to China for people engaged in politically sensitive scholarship.
  • The central issue is not only bilateral diplomacy but whether foreign academics can understand the legal exposure and obtain meaningful counsel when detained.
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China's export-control proposals and upcoming Party plenum shape the policy agenda

# Sinocism 17h

A China-focused briefing says Beijing proposed export controls on AI, biotech and photovoltaic technologies as the Fifth Plenum approaches; it notes Chinese coverage's focus on scope and implementation uncertainty.

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  • The briefing says the proposed AI controls cover 23 technology areas, including large models, agents, chip design and computing clusters; the draft is not final.
  • It says registration requirements for covered exports took effect immediately, while public technology and some API or SaaS delivery may be treated differently; implementation remains uncertain.
  • The briefing describes a proposed incentive for technology exports connected to a planned World Artificial Intelligence Cooperation Organization, linking controls with a parallel cooperation agenda.
  • The political backdrop is a forthcoming Fifth Plenum, which the briefing says will focus on party discipline; the supplied excerpt does not include the full policy agenda.
  • For companies, the key question is how broadly authorities interpret technical transfers and licensing once the proposal is finalized, not simply whether a technology appears on a list.
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Chinese AI labs start testing whether users will pay more for models

# TMTPost 6h

Chinese coverage frames the AI race as a shift from benchmark scores to paid usage: several labs reportedly raised prices without losing demand, while one failed increase exposed the limits of pricing power.

More
  • The article cites OpenRouter data showing Chinese models led global calls for 24 consecutive weeks, but that measure excludes much of OpenAI and Anthropic traffic and is not revenue.
  • It says Zhipu raised prices while API usage grew, DeepSeek's peak pricing rose sharply, and Moonshot AI's overseas revenue increased after a flagship release; these are reported company or market figures.
  • The central signal is willingness to pay: if customers stay after prices rise, Chinese labs may be moving beyond subsidized growth toward more sustainable model economics.
  • The article contrasts those cases with MiniMax, which reportedly reversed a price increase after users reacted negatively, showing that model demand does not automatically create pricing power.
  • For executives, the important next evidence is audited revenue, gross margins and repeat usage by external customers, rather than token-call rankings alone.
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MiniMax launches M3.1 Flash for coding and agent workloads

# AI Zhidx 1d

MiniMax says its new 1-million-token model matches DeepSeek's Flash model on several tests, runs above 200 tokens per second and cuts its predecessor's agent-task cost by 70%.

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  • The company reports a sparse-attention design and strong results on agent and cross-application automation benchmarks, while DeepSeek reportedly leads on one coding benchmark.
  • Listed prices are 1 yuan per million input tokens and 4 yuan per million output tokens; the article says this is about half DeepSeek's peak-period pricing.
  • The evidence is vendor testing, and benchmark scores do not establish how models compare on a buyer's own long-running agent workloads.
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The case for using DUV lithography exports as leverage over China

# Policy ChinaTalk 5h

ChinaTalk examines how restricting immersion lithography exports could constrain China's future chipmaking, including the scale of Chinese purchases and the proposed MATCH Act.

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  • The discussion argues that DUV immersion tools are a difficult part of the semiconductor stack for China to replace and could influence its ability to expand AI compute.
  • It cites roughly 90 immersion systems exported to China annually in 2024 and 2025, nearly two-thirds of ASML's immersion exports, and argues that continued imports could narrow the gap.
  • The analysis is advocacy for stronger controls, not a neutral forecast; its impact would depend on allied coordination, enforcement and China's ability to indigenize equipment and processes.
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HIL-UMI aims to train robot policies without a robot in the loop

# AI Leiphone 12h

A Peking University and Qiyuan team proposes collecting corrective demonstrations with a handheld gripper while a model predicts actions in the background, targeting a major cost in robot post-training.

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  • The system compares human actions with sampled model trajectories and prompts for more demonstration when the model appears uncertain or diverges from the human.
  • An advantage estimator is intended to distinguish task-progressing corrections from unproductive motion, after which updated policies guide the next round of data collection.
  • This approach could reduce dependence on real robot hardware for failure correction, but the supplied account does not establish performance across diverse robots or tasks.
  • The key research question is whether model-human disagreement reliably identifies deployment failures, rather than merely unusual demonstrations.
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Chinese buyers reportedly rush to reserve Nvidia's RTX Pro 5500

# Analysis Leiphone 5h

Chinese buyers are said to have placed enormous advance orders for Nvidia's 84 GB workstation GPU, drawn by memory capacity and possible regulatory advantages, even as supply and performance remain uncertain.

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  • The article cites claims of more than three million orders against a reported quarterly China allocation of 500,000 cards; neither figure is confirmed by Nvidia.
  • The card's 84 GB memory and support for two MIG instances could suit inference workloads, while its theoretical FP4 and FP8 performance is reported as roughly double that of the RTX Pro 6000D.
  • Expected pricing is 80,000 to 120,000 yuan, roughly $11,000 to $17,000, but shipping is not expected to reach volume until 2027.
  • The episode shows how export-control compliance, scarce high-memory GPUs and speculative resale can shape China's non-data-center compute market.
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Autonomous-delivery company Neolix raises nearly $400 million

# Analysis Leiphone 11h

Neolix says it has raised nearly $400 million to expand its delivery-robot network and overseas operations, while investing in an end-to-end driving model and a cloud-edge-vehicle architecture.

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  • The company says it has raised more than 10 billion yuan cumulatively, roughly $1.4 billion, and is deploying vehicles across the Middle East, Europe and Asia-Pacific.
  • Its stated technical approach combines cloud, edge and vehicle models with operational data, using fleet operations to improve routing, driving performance and maintenance.
  • The release cites supportive national policy, but does not disclose how much of its fleet is profitable or the service economics in individual markets.
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Chinese firm prepares to commercialize a 0.1-nanometer electron microscope

# Analysis SCMP 12h

Hefei-based CIQTEK says its transmission electron microscope reaches a 0.1 nm information limit, a claimed milestone in China's effort to build domestic instruments in a market dominated by US and Japanese suppliers.

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  • The instrument is rated at 200 kV, with a reported point resolution of 0.25 nm and information limit of 0.1 nm.
  • The distinction between point resolution and information limit matters: the latter describes the finest periodic detail conveyed in an image, not a guarantee of equally clear arbitrary features.
  • Commercial competitiveness will depend on stability, service, software and researcher adoption, not headline resolution alone.
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Yuewen opens its fiction catalog to AI-era creators

# Culture 36Kr 10h

Yuewen is connecting independent creators to its fiction rights through an AI production platform, while restricting access to valuable IP and promising authors a share of adaptation revenue.

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  • The company says its short-drama and animated-drama revenue reached 430 million yuan in the first half, more than triple a year earlier, and reports hundreds of titles with large view counts.
  • Its DramaBuddy platform aims to match creators with licensed IP, production tools and distribution; the strategy monetizes rights rather than selling model tokens alone.
  • Yuewen says authors must consent and production capability will affect IP access, since poor adaptations could damage valuable stories.
  • The company also says it is limiting AI-written filler and cleaning rankings, drawing a boundary between AI-assisted adaptation and AI-generated literary work.
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Official image suggests China's Y-20B can refuel aircraft in flight

# Policy SCMP 6h

A PLA publication showed a Y-20B transport aircraft with refueling pods, suggesting China may be fielding a tanker-transport variant that could extend the reach of its air force.

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  • The image reportedly shows the four-engine aircraft with pods under its wings and its rear cargo ramp open during training.
  • The combination of transport and aerial-refueling roles would improve logistical flexibility, though the report says the image only suggests the configuration has entered service.
  • An official photograph is a meaningful signal, but it does not establish fleet size, operational readiness or the aircraft's refueling performance.
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Chinese forces track US-Japan drills near a Taiwan contingency

# Policy SCMP 4h

Japan says it spotted Chinese aircraft, drones and warships during US-Japan exercises focused on a possible Taiwan crisis, illustrating how military signaling around the region is becoming more visible.

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  • The reported Chinese aircraft included two drones and a reconnaissance plane that crossed international airspace between Japanese islands and the Pacific.
  • A support vessel that could assist the Liaoning carrier was also reported near the exercise area, though the supplied account does not establish its mission.
  • The timing gives routine surveillance flights a sharper political meaning: both sides are signaling readiness and monitoring the other's capacity.
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iQIYI's AI push moves from internal tools to viewing and production

# Analysis Leiphone 9h

A long account of iQIYI's AI adoption describes personalized scene-skipping, AI-generated production backgrounds and staff training, showing how a Chinese streaming company is reshaping its content pipeline.

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  • The 'skip' feature uses viewing behavior and language models to identify highlights, letting viewers compress a long episode into a shorter cut.
  • The company says AI-generated background footage for a production was made in less than a day, while its script tools were trained using human ratings of story structure and plot points.
  • The report describes extensive employee training and cross-functional work between editorial staff and engineers, suggesting adoption depends on domain expertise as much as model access.
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China's AI-short-drama boom is hitting the limits of volume production

# Culture TMTPost 5h

A production studio that rapidly expanded with AI-made dramas has cut its workforce, while Chinese platforms and regulators tighten content rules; cheap output alone is no longer a reliable business model.

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  • The article says one studio grew to more than 1,200 staff, planned to produce hundreds of dramas monthly and later shrank to about 600; roughly 150 unreleased titles reportedly represented 12 million yuan in costs, about $1.7 million.
  • AI has lowered production barriers, but the article argues that multiplying low-cost, template-driven output also erodes scarcity and can amplify imitation and low-quality work.
  • The piece cites platform removals of thousands of problematic dramas and new rules on review and AI-generated-content labeling, showing governance catching up with production scale.
  • The studio's financial difficulties should not be attributed solely to enforcement: the article explicitly says its unreleased works cannot all be assumed to violate rules.
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A startup founder's past sabotage sparks a debate over who gets funded

# Culture TMTPost 6h

Chinese online debate over an AI founder who admitted disrupting colleagues' model training has shifted from what happened at ByteDance to whether investors should back him after a $30 million raise.

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  • The article says a court ordered the founder to pay ByteDance 500,000 yuan, about $70,000, after he shut down colleagues' training jobs; he later raised nearly $30 million at a reported $200 million valuation.
  • Five former colleagues publicly disputed his account and alleged he passed off open-source work as original research; these remain allegations in the article.
  • The dispute exposes a tension in China's startup culture between betting on technical talent and judging founders' treatment of coworkers and integrity.
  • Investors' silence has become part of the story, with critics asking whether venture capital's 'bet on the person' logic excuses misconduct when a founder is considered promising.
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Aito plans a European launch with Bosch driving technology

# Analysis 36Kr 6h

Aito's planned European models are reportedly shifting from Huawei-led systems to Bosch's full driver-assistance, cockpit and chassis package, a notable change in how a Chinese premium brand approaches overseas regulation.

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  • The report says Aito plans to enter Europe in autumn 2027 and that Bosch has begun work on overseas versions of four models.
  • The Bosch partnership could supply local regulatory expertise and a familiar international name, while giving Bosch a prominent deployment of its integrated vehicle technology.
  • The report says Huawei has handed overseas-model leadership to automakers, but Seres disputed a claim about reorganizing its internal overseas unit.
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China protests UK border searches and seizure of Chinese travelers' phones

# Policy SCMP 10h

China's embassy says British border officers have questioned Chinese travelers for extended periods and seized phones, turning routine border enforcement into a new diplomatic grievance.

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  • The embassy says affected travelers included trade delegates, tourists and people visiting relatives; the supplied report does not detail the UK authorities' account.
  • The dispute is unfolding amid wider espionage tensions, where device searches can be framed as security screening by one government and harassment by another.
  • For companies and travelers, the case points to growing uncertainty around handling work and personal data when crossing borders.
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China says its navy shadowed a US ship near a disputed shoal

# Policy SCMP 5h

Beijing accused a US naval vessel of entering waters near Sabina Shoal without permission and said the PLA Navy monitored it, using familiar sovereignty language to contest US patrols.

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  • The Southern Theater Command Navy said the USS Charleston entered the disputed area early Tuesday and was followed by Chinese forces.
  • The report presents China's claim and the US vessel's presence, but provides no independent account of the encounter.
  • The wording reflects Beijing's pattern of treating freedom-of-navigation operations as challenges to its claimed sovereignty.
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Cell Press investigates allegation that a journal editor solicited bribes

# Culture SCMP 15h

A prominent Chinese biologist has accused a top medical-journal editor of soliciting payments from mainland authors, prompting an investigation by Cell Press and renewed scrutiny of research publishing.

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  • The allegations concern possible payments tied to editorial decisions; the report does not establish that the editor accepted bribes.
  • The case matters in China, where publication incentives and access to high-impact journals can create pressure points around academic integrity.
  • An independent investigation and public evidence will determine whether the accusation reflects individual misconduct or a broader governance problem.
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iPhone Duo sellouts reflect both demand and limited launch supply

# Analysis GeekPark 14h

Chinese coverage contrasts a global preorder rush with a weaker domestic foldable-phone market led by Huawei, arguing that launch sellouts say as much about Apple's supply limits as consumer demand.

Also: Leiphone

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  • The report says delivery estimates converged around late January across several countries, which it interprets as evidence of constrained launch allocations rather than identical demand.
  • The article cites supply-chain reports of low assembly yields and a complex hinge, but Apple has not confirmed the production figures.
  • In China, Apple's entry could revive interest in a foldable category that has reportedly declined for several quarters, where Huawei is a major incumbent.
  • The evidence supports strong preorder interest, but not the much larger first-year sales forecasts cited by analysts; Apple has not disclosed initial inventory.
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Beijing startup wants AI to model the human brain across scales

# Analysis 36Kr 15h

A Peking University researcher has raised nearly $10 million for LattixOrigin, which is building a brain foundation model from large, fragmented human-cell datasets.

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  • The team says it combined more than 200 studies containing nearly 100 million human brain cells, prioritizing data curation before model scaling.
  • Its DigitalBrain-M1 reportedly matches imaging-based analyses in some brain regions, but the article provides no independent validation or detailed benchmark.
  • The long-term ambition is to connect molecular, cellular and whole-brain data for disease research; that requires experimental validation, not just a larger model.
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Beijing office rents may not stabilize until 2028, broker says

# Signal 36Kr 3h

A JLL report says Beijing office rents have fallen nearly 50% from their 2018 peak and forecasts stabilization around 2028, with a sharp split between western and eastern submarkets.

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  • The report puts third-quarter vacancy at about 17% and Grade A rents at 198 yuan per square meter per month, roughly $28, down nearly half from the 2018 peak.
  • More than one million square meters of new premium office space is expected from 2026 to 2030, while companies are weighing space efficiency and total occupancy costs more heavily.
  • Western districts such as Zhongguancun are described as stabilizing earlier than the east, where new supply and cautious demand keep pressure on landlords.
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Chinese film workers describe AI pressure and performative adoption

# Culture TMTPost 7h

Chinese film workers say executives are demanding AI demonstrations while projects shrink, with cheaper production shifting value toward traffic buying and leaving many experienced staff feeling sidelined.

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  • Interviewees compare live-action production costs of about 300,000 yuan with AI production at 10,000 to 20,000 yuan, but say much of the savings is spent on audience acquisition.
  • A producer describes meetings focused on new AI tools rather than scripts, budgets or project delivery, with employees building showcase features that do not fit real production workflows.
  • The accounts show how AI adoption can become a management signal and job-security test before it creates durable commercial work.
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A court orders companies to stop using the Huiyuan name after a $14 million judgment

# Analysis TMTPost 5h

A Chinese court ordered two companies to stop using the Huiyuan name and pay more than 97 million yuan, about $14 million, in a dispute over trademarks and control of the juice brand.

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  • The judgment says the defendants must stop using the name in company titles and stop selling the disputed products; the award includes lost profits, punitive damages and legal costs.
  • The brand dispute sits inside a contested restructuring: the former operating group says an investor still owes 850 million yuan, about $120 million, while the investor's side has disputed how earlier payments were treated.
  • The former group is now promoting a replacement brand, turning a court fight over intellectual property into a struggle over consumer identity and control of a distressed business.
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Chinese researchers find evidence that dendrites integrate rules and sensory input

# Analysis SCMP 3h

A Chinese team studying mice reports evidence that dendrites can combine learned rules with incoming sensory signals, potentially helping explain flexible decision-making.

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  • The work focuses on dendrites, branching structures that receive signals within neurons, rather than treating each neuron as a simple input-output unit.
  • The report calls this the first experimental evidence for the proposed role, but the supplied summary does not identify the paper, methods or limits of the finding.
  • The result is basic neuroscience, not a direct demonstration that single neurons function as general-purpose computers.
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HarmonyOS passes 95 million installed devices, according to third-party data

# Signal IT Home 9m

A third-party tracker estimates HarmonyOS installations at 95.3 million, putting Huawei near its stated 100-million target and offering a useful gauge of its ecosystem's scale.

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  • The figure is attributed to a third-party tracker, not an audited Huawei disclosure; Huawei previously said its devices had passed 90 million.
  • Huawei has also reported more than 11 million developers and over 380,000 apps and services, but scale alone does not show how deeply users rely on native HarmonyOS apps.
  • The key test is whether continued adoption converts into durable app availability and developer economics rather than device counts alone.
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Chinese users turn AI agents on smart-TV ads and preinstalled apps

# Culture IT Home 1h

Chinese coverage frames AI-assisted TV cleanup as a response to ad-heavy interfaces: users have used agents to disable Xiaomi packages and replace the launcher, while Western reports emphasize the broader DIY trend.

Also: New Wisdom

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  • The report describes a project that used Claude Code to disable 25 Xiaomi software packages and install a simpler home screen; its developer said thousands tried similar changes.
  • Other projects target ads, tracking and unwanted updates across Android TV and Google TV devices from several brands.
  • These modifications can break a device, and the report says compatibility varies; the story also exposes the tension between connected-TV monetization and owners' control of devices.
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China drafts mandatory safety rules for automated parking systems

# Policy IT Home 49m

China's industry ministry is consulting on national standards that set driver-monitoring, remote-control and speed limits for parking assistance, making the line between L2 and automated parking more explicit.

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  • For L2 parking assistance, the draft requires gaze monitoring and escalating warnings if the driver looks away, followed by risk mitigation if the driver does not respond.
  • Remote parking would be limited to 10 meters, or 15 meters with direct line of sight; the system must not let the user directly steer the vehicle from a phone.
  • The draft distinguishes L3 systems, which request driver takeover, from L4 systems, which must handle fallback themselves; the rules remain proposals, not final standards.
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Research institute spinout bets on continually adapting personal AI

# AI QbitAI 1d

A Beijing institute-backed startup is developing lightweight personalized model adapters that learn from repeated work patterns, an ambitious alternative to relying only on prompts, memory and retrieval.

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  • The proposed architecture keeps a shared base model and adds per-user or per-project LoRA parameters for stable preferences and working habits.
  • The company describes an evaluator that filters interaction traces before they update the personalized adapter, an attempt to avoid learning from noisy or one-off feedback.
  • The report presents a product thesis, not evidence that continual updates remain safe, improve outcomes or survive replacement of the underlying base model.
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Drink makers raise wholesale prices but avoid shelf-price hikes

# Signal TMTPost 6h

Chinese beverage brands are passing higher packaging costs into wholesale channels while resisting retail price increases, a sign of weak pricing power amid slowing sales and crowded product categories.

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  • The report says PET packaging prices have risen sharply, while brands including Wahaha and C'estbon have adjusted supply prices without immediately changing consumer prices.
  • A cited retail tracker puts beverage sales down 12.19% year over year in the third quarter, while industry output reportedly fell in the first half.
  • The pressure is split between manufacturers and distributors: brands risk losing shoppers if shelf prices rise, but continued cost increases could squeeze retailers and smaller producers.
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Hangzhou startup launches three AI products for parents and babies

# Analysis Zhidx 3h

Buddy Buzzy introduced an AI-enabled child seat, a women's health ring and a hands-free breast pump, while reporting more than 200 million yuan in cumulative funding, about $28 million.

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  • The child seat offers conversational AI and environmental controls; the company says it has Chinese and European safety certifications, but the report does not independently evaluate safety or AI quality.
  • The ring tracks sleep, heart rate and menstrual-cycle information and offers pregnancy-related features; the article cautions that its health analysis is not a medical diagnosis.
  • The company reports 1,800-plus stores and 200% year-over-year first-half GMV growth, and says it plans a Hong Kong listing in 2028; these are company disclosures.
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Virtual-power-plant startup raises several hundred million yuan

# Analysis 36Kr 9h

Hefei-based Yuanli Energy says it raised several hundred million yuan, roughly $30 to $70 million, to build its software and expand an energy-aggregation business that is moving from platform delivery into power-market operations.

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  • The company's system connects distributed solar, storage, charging and commercial loads, then supports forecasting, dispatch and participation in electricity markets.
  • It says it aggregates more than 10 GW of assets, but only about 2 GW currently participate in market trading, the more relevant measure of near-term monetization.
  • The startup reports revenue in the tens of millions of yuan and expects profitability in 2027; those are company projections, and provincial market rules remain a constraint.
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Fourteen regional private banks halt or restrict out-of-area deposits

# Policy Jiemian 35m

Fourteen of 15 regional private banks contacted by reporters have halted or limited individual deposits from outside their home regions, reflecting tighter supervision of online banking models.

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  • The affected institutions are regional lenders; the report says four national online banks are not covered by the restrictions.
  • Existing deposits are not described as immediately affected, while Wuhan-based Zhongbang Bank is under a separate takeover after serious credit risks.
  • The split suggests regulators are constraining geographic reach at smaller banks without applying the same rule to the largest digital lenders.
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