Beijing halved its own hybrid exports and refused to put the number in writing
Šefčovič got his cap after all
Brussels got the thing it was told it would not get. After two days with commerce minister Wang Wentao in Beijing, EU trade commissioner Maroš Šefčovič said the two sides have a shared understanding to halve Chinese hybrid and plug-in hybrid exports to the bloc — "several million cars" over four years, per Reuters via CNBC. He would not say how it is enforced. "There are different techniques."
Beijing's own text has no number in it. The commerce ministry published a joint statement and a 16-point outcomes list saying only that intensive consultations produced an understanding on hybrid trade "in a manner consistent with WTO rules," via IT Home. A volume cap China spent three months calling WTO-illegal is now a consensus item with no volume in it. Brussels gets to say "half"; Beijing gets to say nothing.
What China took home is in the same list. A green channel for rare-earth and permanent-magnet export licences to Europe, EU facilitation of dual-use licences going the other way, continued talks on cutting tariffs on some goods, and the EV price-undertaking review grinding on. Third meeting March 2027, ministerial video call in January.
I called this wrong yesterday. I wrote that Beijing had decided Europe was bluffing and that I was less sure than it was. Beijing moved instead — against a deficit the EU puts at over €1bn ($1.12bn) a day, and with Porsche announcing 5,000 more job cuts, 9,000 cumulative, a return to combustion engines and 20% price rises, blaming China sales, per Leiphone's wire. EU leaders still have to endorse it on 15–16 October.
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The State Council outlawed involution by decree
The same day, Beijing told its own factories to stop eating each other. The Party centre and State Council issued opinions on developing "new quality productive forces" — 19 tasks, four principles, science and technology innovation first among five headings, via IT Home. Buried in the emerging-industries section: deepen specialisation within industries and products, build cross-regional cooperation mechanisms, and "avoid involution-style competition."
That word is the tell. Export moderation abroad and anti-price-war discipline at home are the same policy viewed from two ends. The document also hands out the forward list — quantum, biomanufacturing, hydrogen and fusion, brain-computer interfaces, embodied intelligence, 6G — and names intelligent connected NEVs, AI phones and PCs, and humanoid robots as the terminals to push now.
On AI it asks for plumbing, not model cards. Build technology monitoring, risk early warning and emergency response systems; ensure AI is safe, reliable and controllable. Pilot bases and high-value application scenarios, industry by industry. Nothing triggered by what a model can do.
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ByteDance found DeepSeek answering by token position
Shift the padding, change the answer. ByteDance's Seed team took an FP8 quantisation function out of DeepSeek's own inference code and asked DeepSeek-V4-Flash-Base to complete the last token. Correct answer: 8. Add a decorative docstring of equals signs in front and the model flips to 32 on a four-token cycle, QbitAI reports. Where padding length mod 4 is 0 or 1, the wrong answer averages 71.3% probability; at 2 or 3, the right one averages 91.5%.
At 128K it is worth 40 points. On a haystack of roughly 16,000 key-value pairs, moving the target relative to the compression window swung V4-Flash-Base retrieval accuracy by 40.2 percentage points and V4-Pro-Base by 34.8. Post-training shrinks it — 19.1 for Flash-0731, 14.8 for Pro-0813, 6.1 for V4.1-Flash-0910 — but the ripple survives.
The period is the compression stride. Four tokens for V4, two for V4.1. Seed reproduced the effect from scratch on a 0.6B architecture across several chunked-compression schemes; the full-attention control did not show it, and the cycle tracked the stride whether 4, 6 or 8. Attention heads had quietly specialised by position. Averaged benchmarks hide all of this, which is the point.
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The poisoning intern just raised thirty million dollars
Place the name first. Tian Keyu is the Peking University doctoral student who, interning on ByteDance's commercialisation tech team in mid-2024, exploited a Hugging Face model-loading hole to slip code into weight files that rewrote colleagues' optimisers and injected random delays — wasting a quarter for some thirty researchers. ByteDance sued for 8m yuan (~$1.1m); the court found breach of the internship contract and ordered 500,000 yuan (~$70,000) plus return of wages.
That December he won the NeurIPS 2024 best paper as first author, for visual autoregressive modelling — next-scale prediction, which kept images two-dimensional instead of flattening them, ran roughly 20 times faster than raster-order autoregression, and showed a clean scaling curve from 300m to 2.3bn parameters. Mainland China's first.
Now ten people, no product, no company name. 5Y Capital, a Moonshot AI backer, and IDG have put close to $30m in at a $200m post-money valuation, Leiphone reports. The pitch: a 200,000-symbol visual vocabulary the model invents for itself, claimed to cut per-second video generation cost by at least an order of magnitude, then roughly 100m hours of video, base model in 2027.
The price is the argument. Leiphone's piece is organised around whether character disqualifies talent. Set that beside the comparables in the same article — Fei-Fei Li's World Labs at a $5.4bn valuation, Yann LeCun's AMI Labs with a $1.03bn seed, former Alibaba model chief Lin Junyang's venture named for the linguistics term pragmatics at $2bn — and $200m for the efficiency thesis looks like cheap seats, character discount included.
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Washington counted China's missing safety cards
Thirty-one out of 857. SemiAnalysis's report, titled around the claim that Beijing will not pace the frontier, went through every release from nine Chinese developers — Alibaba, ByteDance, Tencent, Baidu, DeepSeek, Moonshot, Z.ai, MiniMax, StepFun — since 2021. Only 3.6% ever carried a published developer safety result; 1.1% had one at launch; 94.9% have none. Where results came, the median lag was 42 days, the longest 349, for DeepSeek-R1.
The report concedes "not found" is not "not tested." Worth holding onto, because the Chinese-language evaluation published the same day was anything but lax. Lenovo's in-house coding harness took first place on SWE-bench-Live Lite at 71% running DeepSeek-V4.1-Flash, and submitted full agent trajectories for the benchmark's audit of answer leakage to earn its verified badge, per QbitAI.
So the gap is in what gets measured, not in rigour. Audited trajectories for capability, a published teardown of a rival's failure mode, no safety card anywhere — and a State Council document that asks for monitoring systems rather than capability-triggered disclosure. SemiAnalysis found the same thing in the binding rules. Both sides are describing one regime; only one of them calls it a gap.
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Threads we are pulling
- The hacked banks' toolkit deleted itself. Following yesterday on the South Korean financial breaches: ARTEX's author, posting as Autumn-27, condemned the misuse, said the pentest agent was built for authorised testing, declared it closed-source — and then the whole GitHub repository came down, per Solidot. Reuters has it too. Nothing already cloned is un-published; the engine was Chinese open weights regardless.
- JAC limit-down twice. Zunjie's statement conceded free upgrades for delivered owners while calling Dongchedi's brake-pedal test "non-standard extreme conditions." ByteDance's auto platform hit back that 100km/h braking is a basic test item and confirmed the viral 4,589N reading was camera-refresh residue against a true peak of 1,612N. JAC closed limit-down again at 22.25 yuan ($3.13), over 10bn yuan (~$1.4bn) gone in two sessions. QbitAI dug out the precedent: Ford recalled 2,627 imported Mustangs in China in 2020 for pedal-bracket fracture, with zero prior complaints on file.
- Manus got its founder's passport back. Following the $500m round: Solidot reports Xiao Hong's exit ban has been lifted and the post-money valuation is $4bn, led by Boyu and IDG, here.
- Who absorbs the cost, Taiwan edition. After this week's service-labour pieces: Micron's Taoyuan union won strike authorisation with 1,994 of 2,012 ballots cast — 88.3% of all members — demanding a standing formula of 15% of operating profit shared with staff rather than a bonus, per Solidot. Taichung's union negotiates 22 October and is preparing its own vote.
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