物界前沿EastVoice · AI Daily Briefing | July 23, 2026
EastVoice · Global AI Daily Briefing | July 23, 2026 (Wednesday)
Physix Frontier · EastVoice Column — Daily signals from the global physical AI and large model arena
Headlines
1. Moonshot AI Targets $50B Pre-IPO Valuation for Hong Kong Listing
Moonshot AI (Kimi) plans to launch its final pre-IPO funding round in August, targeting a $50 billion pre-money valuation (~338.6 billion yuan), with a Hong Kong listing expected within 6 months. A current round at ~$31.5B pre-money is closing imminently. The company has raised over $3.9B in 2026 alone, with total funding exceeding 37.6 billion yuan. ARR has reached $300M, with API revenue comprising over 70%. VIE structure dismantling for H-share listing is underway.
Source: 21st Century Business Herald / China Economic Net
2. AMD Invests $5B in Anthropic; 2GW Chip Deal Reshapes AI Infrastructure
AMD and Anthropic formally signed their strategic partnership: Anthropic will deploy up to 2GW of AMD Instinct MI450 GPUs (Helios rack-scale), with the first gigawatt deploying in H1 2027. AMD commits up to $5B in equity — its first investment in Anthropic. A multi-year engineering collaboration will see AMD adopt Claude across its chip optimization and software development. AMD CEO Lisa Su: “We will establish Helios as a major platform for the next generation of AI infrastructure.”
Source: AMD Newsroom / WSJ / MarketWatch
3. Google’s Flagship Gemini 3.5 Pro Delayed Again; ~$200B Market Cap Evaporated
Google’s anticipated Gemini 3.5 Pro, originally scheduled for June, has been delayed again due to coding benchmark shortfalls. Meanwhile, the released Gemini 3.6 Flash was lambasted by developers as “the worst model ever” — poor frontend generation and spatial reasoning. Google confirmed Gemini 4 pre-training has begun. Alphabet has lost approximately $200 billion in market cap over the past two weeks amid model delays and reputational damage.
Source: Bloomberg / 36Kr / eWeek
Large Models
4. Huawei XiaoYi AI Achieves Perfect 42/42 at IMO 2026
Huawei’s XiaoYi AI agent scored a perfect 42 points at the 67th International Mathematical Olympiad, becoming the first non-human contestant to achieve full marks. The system uses a “StarTrack Architecture” — symbolic logic engine + openPangu 2.0 Pro deep cognition network + hierarchical abstraction verification hub. IMO President Prof. Gregor Dolinar confirmed the perfect score. Capabilities will be available to consumers via XiaoYi Brain and XiaoYi Claw by end of July.
Source: IT Home / Phoenix News / Toutiao
5. OpenAI Agents Cross 10M Users, Nearly Doubling from Early July
OpenAI’s Codex + ChatGPT Work combined weekly active users surpassed 10 million, nearly doubling from ~5 million in early July. Usage grew ~2.5x after the GPT-5.6 release. ChatGPT Work achieved this milestone in under two weeks. Enterprise clients include Zapier, RingCentral, Nvidia, with finance teams using agents for month-end reporting and forecasting automation.
Source: Bloomberg / TNW / NetEase
6. Microsoft Evaluates Kimi K3 for Copilot; Potential $600M Annual Savings
Microsoft is assessing Kimi K3 integration into select Copilot inference pipelines. At $15 per million output tokens (matching Sonnet 5), K3 offers superior inference efficiency. Full deployment could save Microsoft an estimated $600M annually. This marks the first Chinese open-source model to enter Microsoft’s core product supply chain evaluation.
Source: Reuters / Goldman Sachs Research
7. Moonshot AI’s 166x Valuation Surge in 3 Years: From $300M to $50B
Moonshot AI’s funding timeline: 2023 angel round at $300M → 2024 A+ at $2.5B → 2025 C at $4.3B → May 2026 D at $20B → current Pre-IPO target $50B. A 166x valuation increase in 3 years and 3 months, making it China’s most-funded LLM startup at 37.6 billion yuan total. National Social Security Fund and China Mobile have joined as investors.
Source: 21st Century Business Herald / Huafeng Capital
8. xAI Training 2T-Parameter Grok 4.6; Musk: “Could Surpass Kimi”
After commenting “Impressive” on Kimi K3 benchmarks, Elon Musk disclosed xAI is training Grok 4.6 with 2 trillion parameters. If successful, it would be the second-largest model after K3’s 2.8T parameters. The AI arms race continues accelerating on a monthly cadence.
Source: X / Bloomberg
9. Anthropic Run-Rate Revenue Tops $47B; IPO Confidentially Filed
Anthropic’s annualized revenue has surpassed $47 billion (up from ~$10B in all of 2025). The company confidentially filed its IPO prospectus with the SEC in June at a $965B valuation. Infrastructure partners include Google, Amazon, SpaceX, TeraWulf, and AMD, with preliminary talks reportedly underway with Meta.
Source: CoinDesk / MarketWatch / WSJ
10. Google: 75% of Code AI-Generated; Gemini 4 Pre-Training Launched
Google disclosed that 75% of internal code is now AI-generated and engineer-reviewed. It also officially confirmed Gemini 4 pre-training has begun, calling it “the most ambitious pre-training effort to date” — widely interpreted as a strategic response to two consecutive 3.5 Pro delays.
Source: Google / eWeek / CNBC
Software & Applications
11. ChatGPT Work Goes Enterprise: Connects Slack, Drive, Controls Desktop
ChatGPT Work is now available to Pro/Enterprise/Edu subscribers, enabling multi-step task decomposition across applications (Slack, Google Drive), desktop software control via Computer Use, and recurring task scheduling. Enterprise admins can set spending caps, tool permissions, and compliance review.
Source: TNW / OpenAI Blog
12. Gemini 3.6 Flash Panned on Launch: “Worst Model Ever”
After going live on Vertex AI, Gemini 3.6 Flash was slammed by developers — losing to Claude Fable 5, GPT-5.6 Sol, and even Meta Spark 1.1 in frontend code arenas. Output showed illogical component nesting and broken interaction patterns. Spatial reasoning accuracy regressed significantly compared to 3.5 Flash.
Source: 36Kr / Artificial Analysis
13. Gemini 3.5 Flash-Lite: 350 Tokens/sec Speed, Accuracy Questions
Flash-Lite delivers 350 output tokens/sec (~2x previous generation) at $0.30/$2.50 per million tokens (input/output). SWE-Bench Pro score of 54.2% exceeds standard 3.5 Flash’s 49.6%, but developers note “fast wrong answers = efficiently wasting time.”
Source: Google Blog / 36Kr
14. Gemini 3.5 Flash Cyber: First Cybersecurity-Specialized LLM
Google launched Gemini 3.5 Flash Cyber for vulnerability discovery, verification, and remediation. It found 55 issues in the V8 JavaScript Engine (10 undiscovered by other models). Due to dual-use concerns, it’s available only via CodeMender invite-only program for government and trusted partners.
Source: Google / 36Kr
15. Kimi K3 Compute Crunch: New Subscriptions Paused, API Revenue Tripled
Post-K3 launch demand exceeded cluster capacity, forcing Moonshot AI to pause C-end new subscriptions. ARR surged from $100M (March) to $300M (mid-June). K3 topped Code Arena at 1,679 points with 2.8 trillion parameters — the world’s largest open-source model. Future membership will split Kimi core benefits and Kimi Code benefits.
Source: Sci-Tech Board Daily / Cailian Press
16. Zhipu AI Founder: GLM “Epic Plus” Coming
Responding to doubts about GLM’s competitiveness vs. Kimi and Qwen, Zhipu AI founder Tang Jie replied “Epic Plus.” Zhipu’s stock has surged over 1,000% since listing, with market cap briefly exceeding HK$1 trillion.
Source: Weibo / Sina Finance
Robotics
17. Europe’s First Humanoid Robot Unicorn: Humanoid Raises $152M Series A
Dutch startup Humanoid closed a $152M Series A, becoming Europe’s first humanoid robot unicorn. Its robots are piloting in logistics sorting with per-unit costs under $50,000. The company targets 1,000+ unit production by 2027.
Source: TechCrunch / Sifted
18. LimX Dynamics Closes $200M Pre-IPO at $2.1B Valuation
Humanoid robot company LimX Dynamics completed a $200M Pre-IPO round at ~15 billion yuan (~$2.1B) valuation. Its full-size bipedal robots have achieved 100+ unit deployment in industrial inspection, with funds earmarked for production scaling and overseas expansion.
Source: 36Kr / China Venture
19. Humanoid Robot H1 Funding Tops 104.1B Yuan
Global humanoid robot funding exceeded 104.1 billion yuan in H1 2026, with body companies accounting for 60%+. Unitree and Zhiyuan Robotics have initiated IPO preparations, signaling the shift from “funding-driven” to “production-validation” phase.
Source: Gaogong Robot / China Venture
20. Shihe Robotics Series C: Wall-Climbing Robots at Scale
Shihe Robotics raised several hundred million yuan in Series C for wall-climbing robots used in wind turbine inspection and ship hull maintenance, with 1,000+ cumulative shipments.
Source: China Venture
21. CuspAI Raises $450M for AI Materials Discovery
UK-based CuspAI raised $450M for deep learning-accelerated materials R&D (battery separators, catalysts). AI + materials science is a rising investment theme.
Source: TechCrunch
22. RealAI Closes Multi-Hundred-Million Yuan Series B
AI safety firm RealAI completed a Series B round, focused on deepfake detection and LLM security evaluation. The AI safety sector attracted over 5 billion yuan in H1 2026 funding.
Source: China Venture
Autonomous Driving
23. Horizon Robotics × VW Deepen AI Partnership; L3 by H2 2027
Horizon Robotics and Volkswagen deepened their collaboration, with L3 autonomous driving solutions based on Journey 6 series chips expected for H2 2027 delivery. VW is Horizon’s largest European client, with cumulative cooperation exceeding 10 billion yuan.
Source: 36Kr / AutoHome
24. Pony.AI × JD Auto: National Strategic Partnership
Pony.AI signed a national strategic partnership with JD Auto, leveraging JD’s high-density maintenance network for Robotaxi fleet scaling across tier-1 and new tier-1 cities. Pony.AI’s 7th-gen Robotaxi has achieved positive unit economics in tier-1 cities.
Source: Pony.AI / JD.com
25. Tesla FSD China: Final Regulatory Sprint, Q3 Approval Expected
Tesla FSD enters final regulatory approval for China launch, expected Q3 2026. Initial HW4.0 support at ~64,000 yuan buyout. Will directly compete with Huawei ADS and XPeng XNGP.
Source: Sina Finance / AutoHome
26. Apollo Go Global Expansion: Four Fronts Simultaneously
Baidu’s Apollo Go is expanding on four fronts: Switzerland road tests launched, Dubai full driverless commercial operations (with AutoGo), Kazakhstan entry (first Chinese robotaxi in Central Asia), and cumulative operating mileage exceeding 330 million km. Lyft CEO tested it and called it “Amazing.”
Source: Baidu / AutoTech / Weibo
27. Uber × Apollo Go: Dubai Gets Its First Fully Driverless Taxis
Apollo Go partnered with Uber to deploy fully driverless taxis in Dubai. Dubai’s Crown Prince tested the service and declared “the future is here.” Apollo Go holds Dubai’s sole full-driverless test permit — a global first.
Source: Baidu / UAE News Agency
World Models & Infrastructure
28. AMD CEO Su: “Helios Will Be a Major Platform for Next-Gen AI Infrastructure”
Following the AMD-Anthropic deal, CEO Lisa Su stated: “Together, we will accelerate AI adoption at scale and establish Helios as a major platform for the next generation of AI infrastructure.” AMD stock is up over 156% YTD in 2026.
Source: AMD Newsroom / MarketWatch
29. Anthropic’s Infrastructure Empire: Google + Amazon + SpaceX + AMD + TeraWulf
Anthropic’s compute partners now span Google (TPU + $35B lease guarantees), Amazon (Trainium), SpaceX (Colossus 1 at $1.25B/month), AMD (MI450 + $5B investment), and TeraWulf, with preliminary Meta talks reportedly underway.
Source: WSJ / Bloomberg / CoinDesk
30. HK IPO Market: HK$210.2B in H1; AI LLMs as Biggest Beneficiaries
HKEX H1 data: 87 new listings raising HK$210.2B (+92% YoY). Chapter 18C enables pre-profit tech companies to list. Zhipu (+1,000%) and MiniMax (-75%) show stark divergence, providing lessons for upcoming AI IPOs.
Source: HKEX / Sina Finance
31. On-Device AI Year: MiniCPM Maker Valued at $2.8B
Mianbizhineng’s MiniCPM on-device model surpassed 50 million device deployments, reaching a valuation exceeding 20 billion yuan (~$2.8B). 2026 is being defined as the “year of on-device AI at scale.”
Source: 36Kr / China Venture
32. Global Compute Crunch: Kimi Pauses + Anthropic Caps Access
Moonshot AI paused C-end subscriptions due to K3 demand explosion; Anthropic previously capped user access due to surging demand. Both events reveal: efficient models don’t reduce compute demand — they stimulate more applications through lower inference costs, creating a Jevons Paradox-style compute demand spiral.
Source: Sci-Tech Board Daily / CoinDesk
Today’s Industry Takeaways
1. $50B is Chinese AI’s “coming of age.” Moonshot’s journey from $300M to $50B in 3 years and 3 months is unprecedented — but the “6 months to IPO” countdown means capital markets will scrutinize revenue quality, customer retention, gross margins, and cash flow, not just parameter counts and funding rounds.
2. AMD’s “counterattack” moment. $5B investment + 2GW compute deal + multi-year engineering collaboration — AMD has secured Anthropic as a benchmark client, graduating from “Nvidia alternative” to “core AI infrastructure supplier.” The 156% YTD stock gain may be just the beginning.
3. Google’s “trust crisis.” Two 3.5 Pro delays, 3.6 Flash labeled “worst ever,” and emergency Gemini 4 pre-training launch — Google is experiencing developer community trust erosion. In a race measured in months, every delay lets competitors raise customer expectations.
4. Compute supply-demand contradiction becomes a global bottleneck. Kimi pausing new users, Anthropic capping access, AMD’s 2GW mega-deal — three events collectively demonstrate: efficient models don’t reduce compute demand but stimulate more applications via lower inference costs, forming a Jevons Paradox compute spiral.
5. Autonomous driving globalization enters “commercial operations” phase. Apollo Go’s Dubai full-driverless ops + Uber partnership, Tesla FSD China regulatory sprint, Pony.AI national expansion — H2 2026 will be the pivotal “pilot → scaled commercial” transition for robotaxis.
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