Meta’s Muse Video Enters Closed Beta
Meta’s Muse Video model has entered a closed beta, with early tests highlighting native audio generation. The model reportedly produces 10-second videos with strong visual detail and temporal consistency.
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Kling AI Raises $3 Billion as Kuaishou Splits Strategy
Kuaishou’s Kling AI raised nearly $3 billion at a post-money valuation of $18 billion, with Kuaishou’s stake falling to 68.33% and a potential Hong Kong IPO targeted by 2031. Despite strong revenue growth, Kling faces slowing momentum, talent departures, and intense competition from ByteDance’s Seedance and open-source video models.
Why Long-Form Video Resists Full AI
Long-form audiences remain highly sensitive to visible AI flaws, making full-stack AI production risky for films and television. Industry leaders are instead adopting human-led workflows where AI supports visual effects, previsualization, cleanup, quality control, and other production bottlenecks.
NVIDIA Brings Cosmos 3 Edge to Robot Control
NVIDIA introduces Cosmos 3 Edge, a compact world model designed for on-device robot control. The 4B omni-model includes a 2B NVIDIA Nemotron-based reasoner to support adaptive policies across sensors, environments, and tasks.
Ornith-1.5 Launches Three Open Model Sizes
Ornith-1.5 launches open models in 397B, 35B, and 9B parameter sizes. The models feature self-improving task and scaffold generation and report strong performance on coding and reasoning benchmarks.
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Duan Yongping Tests Alibaba Again
Investor Duan Yongping bought back 301,400 Alibaba shares worth about $28.93 million, representing only 0.15% of his portfolio. The small position suggests renewed observation rather than strong conviction, especially as Alibaba explores AI cooperation with Apple while PDD Holdings receives a much larger allocation.
Lightelligence’s Photonic Pivot: Bright Technology, Uncertain Business
Lightelligence is shifting from computing with light to connecting with light, signaling a more pragmatic focus on photonic interconnects. Despite strong investor enthusiasm following a 383.62% first-day stock surge in Hong Kong, the company faces concentrated customers, slow receivables, declining margins, and supply-chain risks.
OpenAI Raises the Stakes on Enterprise AI Privacy
OpenAI is seeking to compete more directly with Anthropic by introducing stronger privacy protections for enterprise customers. The two companies are increasingly competing over how securely customer data is handled.
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Indian Startup Challenges OpenAI in Voice AI
A Bangalore-based startup has entered the competition to create highly human-like artificial voices. Its AI model reportedly earns high scores compared with systems from OpenAI and ElevenLabs.
Taiwan Plans a $314 AI Dividend
Taiwan plans to give each resident roughly $314 in cash next year, funded by stronger economic activity linked to the AI server boom. The 2027 central government budget allocates $7.4 billion for the payout.