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Keling 4.0 in Practice: “Zero”-Cost Real-Life On-Camera, Manually Crafted Exhibition-Preview Videos—How Far Is AI from Achieving “One-Stop Video Production”?

AI can already generate many stunning shots, so why do finished videos still require repeated trial-and-error? With Keling 4.0, what key capabilities are still missing to reach “one-stop video production”? Amid a $18 billion valuation and industry resource realignment, could reliable delivery become the commercial turning point for AI-generated video?

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Zhou Chang, the core head of ByteDance’s Seed team, has left the company to start his own venture focused on Physical AI, securing investment from a leading U.S. dollar‑denominated fund.

Zhou Chang, the core head of ByteDance’s Seed team, has departed to launch a startup centered on Physical AI and has received backing from a top-tier U.S. dollar‑denominated fund. Specific details regarding the investors, funding amount, and valuation remain undisclosed. Previously, Zhou served as one of the broader‑scope technical leads within Seed, reporting to Seed leader Wu Yonghui, with responsibilities spanning multimodal interaction, world modeling, visual generation, and robotics. Following his departure, related tasks may be taken over by an employee from the TikTok team...

字节Seed核心负责人周畅离职创业,方向为Physical AI,获头部美元基金投资
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[Titan Morning Brief] To address large-scale redemptions by non-bank institutions, the People’s Bank of China has launched a new tool to stabilize the bond market; Audi officially announced in China: the four-ring logo returns to FAW, while the lettering logo goes to SAIC; CICC’s “three-in-one” restructuring has completed settlement, with some newly issued shares becoming tradable on October 29.

Shangwei New Materials and Unitree Robotics have both seen cumulative price deviations exceeding 30% over three consecutive trading days, prompting an urgent risk warning; Cambrian’s chairman has refuted rumors claiming “chip shipments will surpass 1 million units next year”; WuXi AppTec reported a 137% year-over-year increase in Q3 net profit and raised its full-year revenue guidance; Anthropic has filed its IPO registration documents, planning to list on Nasdaq under the ticker symbol “ANT”; Apple is reportedly testing a large‑size, foldable‑screen iPad; and, in a world first, Hong Kong has approved the real-time 24/7 trading of its inaugural batch of compliant publicly offered digital funds.

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