Topic
The Africa China technology corridor, from inside it
This corridor is usually reported as trade statistics or as geopolitics. Seen from Shenzhen it is more specific: handsets and their default software, network equipment and the engineers trained on it, open model weights, payment rails, and people moving in both directions.
50 pieces
Teardowns
7- China-Available LLM APIs From Mainland Networks: The Real Map Three gates decide what you can call from a mainland connection: the network, the account and the payment rail. Only one is a firewall, and it is the one that matters least.
- Do Chinese AI Models Work for African Languages? The Answer Has Never Been Published Qwen3 claims 119 languages. Open the actual list and Swahili is the only Niger-Congo entry. Yoruba appears in the technical report once, as the language they left out of the evaluation.
- Tool calling reliability: DeepSeek, Qwen, Kimi open weights and what to check before you build Four separate properties hide inside the phrase "tool calling works". Here is what each of the three Chinese open-weight families actually documents, where the calls break and how to test it yourself.
- What Kimi, DeepSeek, Qwen and Doubao actually cost from Shenzhen Benchmark parity is not workflow parity. The four Chinese frontier models are genuinely competitive on price and quality, and the reasons a Western team still cannot use them are not technical.
- Do LLMs Work in Yoruba, Hausa and Igbo? What the Published Numbers Actually Say One of Nigeria's three major languages appears in the vendors' own published scores. The other two do not. Here is what the model cards, the African benchmarks and the tokenisers actually document.
- Where to Rent GPUs in Africa: What Is Actually Plugged In For anything larger than a fine-tune, one country on the continent has rentable modern GPUs. What is actually plugged in, what is only announced and what either costs to use.
- What Actually Moves Through the Africa China Technology Corridor Trade numbers are the worst lens. From Shenzhen, six flows explain more: handsets and their preinstall slate, vendor certifications, open model weights, payment rails, components and people.
Essays
33- China's University Major Cuts Are AI Policy, and Nigeria Should Read the Fine Print China's education ministry revoked or suspended 12,200 undergraduate programme slots in five years and added 10,200. The number everyone repeated is real. What it means has been reported wrong.
- What Happens When AI Gets Cheap, Seen From Shenzhen and Lagos Generic reasoning costs $0.05 per million tokens. The premium moved to what nobody wrote down: how one mould behaves, what a Lagos trader really charges, what a supplier means by 差不多.
- LLM API Pricing in Dollars, Revenue in Naira Token prices are set in dollars while African revenue is set in naira, and tokenizers charge some African languages nine times more tokens for the same sentence. That maths decides viability, not mode
- Remote Work Brain Drain and the Engineer Who Never Left An engineer who stays in Lagos and works for a foreign employer is present but economically absent. The country keeps the person and loses the tax base, the mentorship and the firm never built.
- Is AI a Bubble? Yes, and the Chips Will Still Be Running Hyperscaler capex reached roughly $745bn for 2026 while the two largest labs run at about $105bn combined. The bubble is real. The compute will outlive it. An engineer's read from Shenzhen.
- Chinese Open Source AI Models Are a Business Plan, Not a Gift The weights are real and the licences are real, and they say different things. Read the Chinese announcement next to the English one and the gift starts to look like a distribution strategy.
- Harvey's Chinese base model and the repricing of vertical SaaS The wrapper layer is gone. What survives is proprietary data, workflow depth, regulatory position and distribution, and the proof sits in Harvey's post-training run and a 180 million euro EU tender.
- Made in China Quality: What the Label Actually Predicts in 2026 The label used to mean cheap and derivative. In batteries, solar, drones, robots and open-weight models it now marks the frontier. The perception lag is worth money to anyone testing on evidence.
- China Humanoid Robots Shipped 19,100 Units in Six Months. The Reducers Matter More. An ageing workforce and an explicit industrial policy point the same direction. Beneath the humanoid demos sits a component supply chain that quietly changed hands: reducers, sensors, actuators.
- The clause in China's 2017 AI plan that nobody translated Chinese labs release open weights because a 2017 State Council plan told them to export standards rather than products, and because downloaded weights cannot be switched off by anyone.
- China's African loan book is shrinking. Its models are free. Chinese firms built much of Africa's power and telecom. Now the AI models are Chinese and free, and free is a more durable form of influence than any loan.
- The detector is scoring your English, not your honesty AI writing detectors measure how predictable your prose is, which is a proxy for native fluency rather than for cheating. A watermark can prove a model was involved, never who wrote what.
- Code generation is nearly free. The software engineering skills AI cannot replace are not. Producing a function was never the scarce skill. Deciding what should exist, what breaks it and what the system costs in three years is the work, and none of that got cheaper when generation did.
- The Four Levels of AI Fluency and Why Level Three Never Arrives on Its Own Most organisations are staffed entirely at level one and are surprised when level three does not happen by itself. The four levels of AI fluency are separated by what you own when it breaks.
- AI Regulation Comparison 2026: Four Regimes, One Shipping Product Four regimes, four instruments: a product safety file in Brussels, a court docket in Washington, a filing number in Beijing and a review date in Addis. The artefacts converge. The triggers do not.
- AI model availability by region is now set by lawyers, not benchmarks Which AI models you may use is settled by export licences, regulatory filings, data residency rules and licence territory clauses. Capability is not a gate anywhere in that chain.
- The seniors of 2034 are not being hired this year Judgment is manufactured in the boring ninety percent of junior work. Shut the intake now and the shortage lands in the mid-2030s, when nothing can fix it quickly.
- Agentic AI in Production: 95 Percent on SWE-bench, 21 Percent on Real Work Frontier models resolve about 95 percent of SWE-bench Verified and 20.6 percent of OSWorld 2.0. The gap is not noise. Step count, not task difficulty, is what still breaks agents in production.
- AI in the Global South Is Priced in Dollars and Written in English The AI risks that dominate the global conversation are the ones that bite hardest in rich countries. From Lagos and Shenzhen the salient questions are language, price, labour and state capacity.
- Robot Safety Standards Are Written Before Any Law Arrives Robot governance is settled in ISO committees, insurer-funded biomechanics labs and tender documents, years before any parliament votes. In July 2026 the EU moved its own deadline to wait for the stan
- Technology as Soft Power Arrives Through the Side Door Influence is rarely won by broadcasting. It is won by becoming infrastructure: the handset default, the network the engineers trained on, the standards seat, the freely licensed model weights.
- How 3 billion yuan of bubble tea manufactured AI adoption in China China's mass AI adoption was manufactured by firms owning payments, delivery and a super-app, not by consumer curiosity. Subsidy bought usage. Whether it bought habit is a separate question.
- Wheel-Legged Robots: Buying Two Locomotion Modes, Paying for Three Wheels are cheap per metre. Legs handle discontinuity. The hybrid tries to buy both and pays in actuators, distal mass and a switching problem. An engineer's account of when that trade is worth it.
- AI for Small Business: Six Boring Wins and Three Ways to Waste Money The AI wins for a small business are boring: quoting, document extraction, translation for China trade. The waste is predictable: platforms bought before anyone defined the process.
- Shenzhen Hardware Manufacturing Is No Longer Cheap. It Is Still Four Days. Shenzhen stopped being cheap years ago. What it still sells is density: an iteration loop that runs in four days because the mould shop, the fab and the assembler are all inside an hour's drive.
- Digital Transformation in Manufacturing Is Three Different Projects Digitisation, digitalisation and digital transformation describe three different amounts of work. Most plants claim the third while doing the first, and that gap explains the disappointment.
- Tencent QClaw Put OpenClaw on a Million Machines in Ten Days Tencent QClaw's real move is distribution, not intelligence: an MIT-licensed runtime Tencent did not write, wrapped into a three-minute consumer install that executes on the user's own machine.
- Seven China technology milestones that mattered and what each one cost Seven inflection points, from the 2008 Beijing-Tianjin line to DeepSeek R1, read for what each revealed about how decisions get made in China and who paid the bill. Triumph and dismissal both miss.
- AI Detection in Education Cannot Work as Policy The argument about AI in education is being run as a cheating story. That is the least interesting version of it. Assessment was always measuring a proxy, and the proxy is what broke.
- AI in Supply Chain: The Dull Wins and the Forecasting Trap Forecasting gets the budget and moves the least. The gains that hold up in cross-border sourcing are duller: reading documents, watching lead times drift and shrinking the exception queue.
- Open weights do not come with a cluster America's AI advantage was never producing the most talent, it was being the place talent had to go. DeepSeek showed that gravity can shift, and a downloadable model does not hand Africa a cluster.
- The African Innovation Paradox: Why Copying Won't Work How Artificial Intelligence Restructures Development Theory for Emerging Economies
- The notebook goes in the bin every December Informal trade, smallholder yields and African-language speech mostly never become records. That missing measurement, not missing engineers, is what limits what can be built.
Projects
7- Presenting technical work in a second language changes the preparation Second place at Tencent's OpenClaw hackathon in Shenzhen, pitched and defended in Mandarin. What changes about preparation, and what reading Chinese sources first-hand actually buys.
- Mentoring at the Global Youth AI Hackathon Mentored young builders at the Tencent-organised Global Youth AI Hackathon in Shenzhen, working on scoping, harness design and the difference between a demo and a system.
- How to Start a Tech Community in a City Where You Are Foreign The mechanics nobody writes down: why first meetings fail as coordination problems, why narrow definitions travel further than broad ones and what the Greater Bay Area gives an African engineer.
- Volunteer Organisation Succession Planning Starts With a Membership Record Volunteer bodies decay when the rules live in one person's head. The order that prevents it: membership record and constitution first, programmes last, with a gate between every step.
- The China Africa Trade Platform I Built That Nobody Paid For I spent roughly two years building a China Africa trade platform and never sent a single invoice. The corridor problem was real. My method for testing it was not.
- Your sourcing agent is paid to make the order bigger Sourcing agents are paid a percentage of what you spend, so every good procurement decision costs them money. What engineer-led, fee-based buyer representation actually involves instead.
- Teaching Scratch Programming to Secondary School Kids in Nigeria A volunteer-led initiative that introduced Scratch programming to secondary school students in Lagos, Nigeria, empowering young minds with foundational coding skills and building a generation of future-ready digital creators."
Tools
3- Doubao / 豆包 review ByteDance’s AI chatbot and productivity assistant, one of China’s most popular AI apps with deep integration across ByteDance’s ecosystem including Feishu (Lark).
- Manus review General AI agent from Butterfly Effect, the Wuhan and Beijing team now based in Singapore. Runs long multi-step tasks in a cloud VM. Blocked from mainland China since 2025.
- Lovart review Design agent from LiblibAI (哩布哩布) that plans an entire deliverable set from one brief then builds it on an editable canvas. Ships as 星流 Agent inside mainland China.