Beijing agreed to halve a forecast, which is much cheaper than halving a shipment
A halving measured against a prediction
The number finally arrived, and it is about the future. After two days with commerce minister Wang Wentao in Beijing, EU trade and economic security commissioner Maroš Šefčovič said the understanding on hybrid and plug-in hybrid exports opens the prospect of cutting Chinese shipments by more than half over four years — 700,000 fewer vehicles next year alone and up to €14bn trimmed, per SCMP.
Half of what, though. Šefčovič's own phrasing is half of the pace the EU predicts. Chinese hybrid and PHEV exports to Europe run around 50,000 a month, so four years at today's rate is roughly 2.4 million cars; halving that gives 1.2 million, not "millions". The baseline is a growth curve nobody has published, as Initium's anatomy of the deal lays out.
The curve exists because of a tariff gap. Since October 2024 Chinese battery-electric cars have faced combined duties up to 45.3% in the EU while plug-in hybrids pay the ordinary 10%. Monthly hybrid exports went from about 3,800 in October 2024 to some 50,000 by July 2026. Brussels calls that circumvention; Chinese makers call it product-market fit.
What Beijing banked is nearer-term. Sixteen consensus points, faster rare-earth and magnet licensing — Europe sources about 98% of its permanent magnets from China, and the October 2025 controls are suspended only to 10 November 2026 — advance notification of export controls, and roughly €225m of tariff relief for European exporters. Next round: March 2027.
And Brussels keeps the knife out. The goods deficit was about €360bn in 2025 and already €234bn through July; François Chimits, who runs the Europe programme at Institut Montaigne, expects it to pass €400bn and calls it a second China shock. A December toolbox is drafted: emergency import powers triggerable in 24 hours, three-supplier rules for critical sectors, a solidarity fund. Leaders meet Thursday.
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The clean room got demolished in six days
REA is the loudest thing on GitHub. Reverse Engineer Anything, an MIT-licensed TypeScript project from a developer going by morluto, went from under 10,000 stars on 6 October to over 110,000 by today. It wires Ghidra, IDA, Hopper and JADX into coding agents over MCP, so one sentence gets you a decompiled answer with evidence, per GeekPark's long read.
Practitioners are unimpressed, and right. Elias Bachaalany, co-author of Practical Reverse Engineering and once at IDA's maker Hex-Rays, answered the hype wave with the word "hype". Duncan Ogilvie, who wrote the IDA Pro MCP plugin and the x64dbg debugger, says he cleared this year's Flare-On malware-analysis contest in about an hour. Virtualising packers still hold; server-side logic is untouchable.
The new thing is who is holding the tool. Reverse engineer Maurice Heumann ran a dozen Claude Code and Codex agents in parallel and rebuilt 99% of a shooter's functions as C++, 83% byte-identical — on Hex-Rays' own MCP, not REA. The skill floor, not the ceiling, moved.
Chinese coverage went straight to liability, and that is the better story. The industry's defence has been clean-room development: one team reads the binary and writes a spec, a second team that never saw the code implements it, and the wall between them is the evidence at trial. REA puts both teams inside one agent. Hacker News calls it IP laundering.
The statute cuts both ways. China's 2020 Copyright Law lists software reverse-engineering research among the permitted circumventions of technical measures — then bars supplying circumvention tools to others, which is precisely what a one-line installer does. In the US, Bowers v. Baystate upheld a licence's no-reverse-engineering clause; in the EU such clauses are void. Rockstar, Activision and Bethesda have already pulled browser ports.
The licensed version of the same idea raised money today. ModCraft, founded by Li Shuo — a Tencent and Youzu veteran who produced Game of Thrones: Winter is Coming — took a seed round in the tens of millions of yuan from SenseTime's Guoxiang Capital and L2F. Natural-language game mods across 28 Steam titles, and the run data sold to ByteDance as world-model training material, via 36Kr. Mods as a sanctioned interface into a compiled game.
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Two ministers wake up on the sanctions list
Paraguay's and Belize's cabinets got personal. From Monday Beijing froze the Chinese assets of Gustavo Villate, Paraguay's ICT minister, and Francis Fonseca, Belize's foreign and education minister, after both governments signed agreements with Taipei, SCMP reports. Both countries still recognise Taipei; the signal is that individual ministers now carry the cost.
Meanwhile the diplomatic calendar is pointed at Europe's edges. Foreign minister Wang Yi attends the Baku summit of the Conference on Interaction and Confidence-Building Measures in Asia on Thursday as Xi Jinping's special representative, then Croatia, Montenegro and Bulgaria — per SCMP. The same days EU leaders sit down to judge the hybrid understanding.
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Heterogeneous plumbing beat model-building for funding
Infinigence AI raised 2.3bn yuan (~$324m). The Tsinghua electronic-engineering spinout, founded 2023 by professor Wang Yu with chief executive Xia Lixue, is now at 4.3bn yuan (~$606m) cumulative and reportedly preparing an IPO. It sells neither models nor chips — it sells the conversion of mismatched silicon into tokens, per Zhidx.
The claims are specific enough to argue with. A 70-billion-parameter model trained across Ascend, Iluvatar, MetaX and Moore Threads plus AMD and Nvidia at 97.6% utilisation; two working days to adapt a new chip; cross-domain training between Hami in Xinjiang and Shenzhen, some 2,500 miles apart, up 165%; a disaggregated prefill/decode architecture cutting first-token latency 51.5% and per-token cost 37.5%; daily token calls up 40x from December to July.
THE TELL: the Nvidia-shaped version of this business — Fireworks AI at $17.5bn, Baseten at $13bn, Together AI at $8.3bn — is worth roughly thirty times as much. Neutrality across sixteen chip families is a worse business and a more necessary one.
Huawei published the most interesting engineering of the day. Noah's Ark Lab, with UCL, cleared all 25 public ARC-AGI-3 games and 183 levels using 7,518 actions against 17,135 for humans — a perfect relative-efficiency score, on frozen Claude Opus 5 weights with no fine-tuning, per QbitAI. The same model under the official harness averages about 40.7.
The method is a versioned, executable guess about the world. Memento 3 keeps a rule book and a Python simulator of the game, replays its own actions and compares 64-by-64 frames cell by cell to falsify them, and keeps the whole thing in Git so wrong theories can be rolled back. One rule book went through eleven revisions.
Then it stopped calling the model. On Atari Pong it inferred the bounce geometry, handed control to the learned code, and won 21-0 in three different openings off roughly 9,500 frames. Recursive self-improvement with the weights nailed shut, and the artefact is auditable — which is more than most agent stacks can say.
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A lawyer named the letters he can no longer read
Cai Yaqi posts other people's lives. He is a criminal-defence lawyer and a well-known instructor for China's national legal qualification exam, with 1.59m followers on Bilibili, and he regularly reads out messages strangers send him about their work. On 8 October he posted a 39-second video, now near 434,000 views, described by Pekingnology.
The content was an instruction. People working in the prison system, judicial administration or administrative reconsideration should stop submitting their accounts, because he cannot read them aloud. He would not say why. Everything else was still welcome — "as long as they don't go too far, at least for now." Scrolling comments compared it to pleading guilty for leniency.
Elsewhere the argument is about requisitions nobody files. McKinsey's August survey has 39% of respondents expecting AI to shrink headcount within a year while only 14% say it already has; last year's cohort predicted 32% and under-delivered. Gartner found around 80% of large firms piloting autonomous tech cut staff, with no link between deeper cuts and better returns, per TMTPost.
The pricing is where the shift is legible. Tencent's WorkBuddy still charges 198 yuan (~$28) per seat per month; Salesforce's Agentforce charges $0.10 per standard agent action and Intercom's Fin $0.99 per qualifying resolution. Software is starting to bill for work rather than for logins — against a budget line that used to be payroll.
One person at the sharp end. Xiao Chaohu quit a communications job at 52, crammed for about 100 days, scored 398 and is now a third-year master's student in tea processing at Fujian Agriculture and Forestry University, where he used AI to write a jasmine-scenting monitoring system with two patents in examination. At 55 he applied to be a brand director and was turned down fast, TMTPost reports.
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Threads we are pulling
- The Claude ban thread finally has a denominator. I have been running forum anecdote for a week. Anthropic's transparency report: 11.4m accounts banned in the first half of 2026 against 1.45m in the second half of 2025, 398,000 appeals, about 42,000 overturned — a 10.6% success rate.
- Microsoft's Qwen base is now a company-wide test. Following yesterday: Satya Nadella says the firm is trialling Microsoft-Decision-1 across incident response, quality control and scientific discovery. Of 129 open-source decision models on HuggingFace, 84 are built on Qwen, per Leiphone.
- CXMT answers the memory squeeze. Following Sunday's piece on the dying budget handset: president Cao Kanyu says a 4F² architecture with vertical surrounded-gate transistors ships as DDR5 server RDIMM by year end — the domestic line moving toward the contracts that caused the squeeze, via Leiphone's morning brief.
- The hybrid cap does not touch brand entry. At Paris, Huawei-and-Seres brand AITO said it enters Europe in autumn 2027 and wants a Euro NCAP five-star rating this year, per IT Home; BYD's Denza will push its assisted-driving stack to European Z9 GTs by over-the-air update next year pending UN R171 approval.
- The brake story is now a marketing line. Zhao Yongpo, who runs Great Wall's Wey brand, on the four-ministry design rules: the greatest luxury is not the sofa, it is the brakes.
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