AI 汽车产业全景图 · 一度电加一行代码 · 2026-07 · 造车这门生意本身The Car Industry × AI · One Kilowatt-Hour and One Line of Code · Jul 2026 · The Business of Building Cars
一度电,加一行代码
A kilowatt-hour, plus a line of code
电动化与 AI 双重革命做的是同一件事:把汽车的最小价值单元,从「一台发动机」迁移到「一度电+一行代码」——车正在从轮子上的机械变成轮子上的计算机。理解整场变革要抓住两场革命一慢一快的节奏差:电动化是已知结局、比拼速度;智能化是未知结局、比拼下注
The twin revolutions of electrification and AI do one thing: migrate the car’s atomic unit of value from «an engine» to «a kilowatt-hour plus a line of code» — the car turning from machinery on wheels into a computer on wheels. To read the upheaval, hold the two revolutions’ tempo gap: electrification is a known ending, raced on speed; intelligence is an unknown ending, raced on bets
本图相信:电动化已进入定局期——中国新能源零售渗透率 5.8%(2020)→47.6%(2024)→约 54%(2025),全球电动车销量破 2000 万辆、首次占新车 25% 以上;方向已无悬念,剩下速度与份额之争。智能化仍在军备期——「智驾平权」把高阶辅助驾驶打到 6.98 万元起,城市 NOA 一年冲到 15.1% 渗透,但技术路线未收敛、责任法规在过渡、订阅模式未跑通(A/B)。This map believes: electrification has entered its endgame — China’s NEV retail penetration ran 5.8% (2020) → 47.6% (2024) → ~54% (2025), and global EV sales broke 20M units to first exceed a quarter of all new cars; the direction is settled, leaving only speed and share. Intelligence remains in its arms race — «ADAS for all» pushed high-level assistance down to ¥69,800 cars and city NOA to 15.1% penetration within a year, yet routes have not converged, liability law is mid-transition, and the subscription model is unproven (A/B).
本图不相信:「销量排名=安全边际」。2018–2025 年约 400 家中国电动车制造商停止运营;129 个新能源品牌预计到 2030 年仅约 15 家财务可持续;哪吒 2022 年新势力销冠、2025 年破产重整——死亡名单的死因高度一致:现金流断裂。活下来比卖得多重要,这是唯一穿越两场革命全程的铁律(B)。It does not believe «sales rank equals safety margin». Some 400 Chinese EV makers ceased operations over 2018–25; of 129 NEV brands, only ~15 are projected financially sustainable by 2030; the 2022 new-force sales champion entered bankruptcy restructuring in 2025 — the death list’s causes converge on one: a broken cash flow. Surviving beats outselling — the single law that crosses both revolutions end to end (B).
本图管「造车这门生意本身」;出行与司机归transport。主脊:整车生命周期七环节(研发定义→电池供应链→制造→渠道→智驾平权→软件订阅与责任→后市场闭环),②⑤标红;三条结构带:死亡名单与现金流铁律、中国三级跳与关税墙、L3 责任拐点;判断层三重杠杆:现阶段电池成本与规模 ＞ 品牌溢价;下阶段软件与生态 ＞ 硬件参数;贯穿始终现金流 ＞ 销量排名。姊妹:电池与算力→energy,制造→factory,座舱入口→hardware,责任基建→liability。
This map covers the business of building cars; mobility and drivers belong to transport. The spine: the vehicle lifecycle in seven links (definition → the battery supply chain → manufacturing → channels → ADAS-for-all → software subscriptions and liability → the aftermarket loop), ② and ⑤ flagged; three bands: the death list and the cash-flow law, China’s triple jump and the tariff wall, the L3 liability inflection; the judgment’s three levers: now, battery cost and scale ＞ brand premium; next, software and ecosystem ＞ hardware specs; throughout, cash flow ＞ the sales table. Siblings: batteries and compute → energy, manufacturing → factory, the cabin entrance → hardware, liability infrastructure → liability.
53.6%
2025 年 1–11 月中国新能源乘用车零售渗透率(全年约 54%;2020 年仅 5.8%);全球电动车销量破 2000 万辆、首超新车四分之一——电动化定局的两个读数(⚠️批发口径 47.9%,两口径勿混)(A)China’s NEV retail penetration, Jan–Nov 2025 (~54% for the year; just 5.8% in 2020); global EV sales broke 20M units, first past a quarter of all new cars — electrification’s two endgame gauges (⚠️ the wholesale basis reads 47.9% — never mix) (A)
$108/kWh
2025 年全球电池组均价(历史新低,中国 $84 最低;电池占整车成本约 40%);中国六家电池企业合计份额首破 70%、龙头连续 9 年第一;碳酸锂从 60.4 万元/吨峰值跌 89% 后反弹——电池是整车的成本命门与权力地图(A/B)The 2025 global average battery-pack price (a record low; China cheapest at $84; the battery is ~40% of vehicle cost); six Chinese cell makers first passed 70% combined share, the leader nine straight years on top; lithium carbonate fell 89% from its ¥604k/t peak before rebounding — the battery is the car’s cost artery and power map (A/B)
~400 家
2018–2025 年停止运营的中国电动车制造商;129 个品牌预计 2030 年仅约 15 家可持续;价格战致新车零售累计损失 1776 亿元、行业利润率跌破 4%——淘汰赛的死亡数学(B)Chinese EV makers that ceased operations over 2018–25; of 129 brands ~15 projected sustainable by 2030; the price war cost retail ¥177.6B cumulatively as industry margins fell below 4% — the knockout round’s death arithmetic (B)
2.43 亿美元
美国首例陪审团认定特斯拉对辅助驾驶致命事故担责的赔付(Benavides 案)(33% 责任、含 2 亿惩罚性)——L2→L3 是责任的分水岭:「衡量是不是真正的 L3,在于出事故后车企敢不敢赔付」(A/B)The first US jury award holding Tesla liable for a driver-assistance fatality (33% liability, $200M punitive included) — L2-to-L3 is liability’s watershed: «the measure of true L3 is whether the maker dares to pay after the crash» (A/B)
⚠️ 口径裁判(先读):① 渗透率两口径(乘联会零售 53.6% vs 中汽协批发含出口 47.9%),出口量两口径(海关 641 万 vs 中汽协 585.9 万),产能利用率两口径(官方 72.2% vs 海外估算约 50%)——均已并列,无唯一真值;② 易混数字校正:哪吒救命融资为 6 亿美元(≈43 亿元)非「600 亿」;一判决实付约 2.43 亿美元(总额口径 3.29 亿);恒大汽车峰值市值取 6400–6741 亿港元区间;③ 大众「10 万人裁员/关四厂」传闻仅见二手聚合、与官方「不关德国厂」承诺矛盾,按未证实处理;④ 退役电池规模两口径(137GWh vs 40 万吨);⑤ 固态电池 2027–28 为企业时间表非既成事实;⑥ 部分数据为预测/单方目标已标注;⑦ 四路研究 130+ 次检索交叉核验;渗透%为编辑估值。
⚠️ Basis rulings (read first): ① penetration carries two bases (retail 53.6% vs wholesale-with-exports 47.9%), exports two (customs 6.41M vs the association’s 5.859M), capacity utilisation two (official 72.2% vs ~50% by overseas estimate) — all shown side by side, no single truth; ② corrected confusables: the failed rescue financing was $600M (≈¥4.3B), not «¥60B»; one verdict pays ~$243M (a $329M headline basis); the property-carmaker’s peak value spans HK$640–674.1B; ③ the «100k layoffs, four plants closed» rumour appears only on aggregators and contradicts the official no-closure pledge — treated as unverified; ④ retired-battery volumes split two bases (137GWh vs 400kt); ⑤ solid-state 2027–28 dates are corporate timetables, not facts; ⑥ forecasts and unilateral targets are flagged; ⑦ four research tracks, 130+ searches, cross-verified; penetration %s are editorial.