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DeepSeek Releases V4 Model With Lower Inference Costs

Chinese AI startup DeepSeek has introduced a preview version of its highly anticipated V4 large language model. The new release, following the success of its R1 reasoning model last year, underscores DeepSeek’s intent to disrupt the global AI landscape by delivering robust performance at substantially reduced computational costs.

Preview Of V4 LLM And Its Enhanced Features

The V4 model is available in “pro” and “flash” versions, designed for different deployment scales. It is open-source, allowing developers to access, run and modify the model. Neil Shah, Vice President of Research at Counterpoint Research, said the preview demonstrates strong capabilities in agent-based tasks, knowledge processing and inference efficiency. Lower inference cost, the compute required to generate outputs, remains a key factor in reducing deployment expenses.

Competitive Dynamics And Market Response

DeepSeek’s earlier R1 model intensified competition with global and domestic players, including Nvidia and Google, by highlighting cost-efficient model scaling. While V4 is not expected to deliver the same level of disruption, its release reinforces competition within China’s AI sector. Companies such as Alibaba and ByteDance continue to introduce new models, indicating sustained investment and rapid iteration across the market.

Chip Technology And Implications For AI Sovereignty

Huawei said its AI compute cluster, powered by Ascend processors, supports V4. The extent to which domestic chips are replacing hardware from Nvidia remains unclear, as US export restrictions continue to limit access to advanced semiconductors. Analysts at Counterpoint Research said optimization for Chinese chipmakers, including SMIC and Hua Hong Semiconductor, could support Beijing’s push for greater technological independence.

Market Outlook

DeepSeek’s V4 release highlights ongoing shifts in AI development, with cost efficiency and domestic infrastructure becoming central to competition. Increasing activity among Chinese developers continues to reshape both local and global market dynamics.

Paramount Closes $110 Billion Warner Bros. Discovery Deal, Creating Skydance Entertainment Giant

Paramount has completed its $110 billion acquisition of Warner Bros. Discovery, bringing together two of the most powerful names in media under a new combined company, Skydance. The deal, announced Tuesday, creates one of the largest entertainment mergers ever completed and reshapes the competitive landscape across streaming, film, television and cable.

A New Power Center In Global Entertainment

The combined company unites Paramount+ and HBO Max, alongside a broad portfolio of networks that includes CBS, CNN, MTV, TBS, Comedy Central and Food Network. It also gives Skydance control over some of the industry’s most valuable franchises, including The Lord of the Rings, Game of Thrones, the DC Universe and Yellowstone.

For the industry, the scale of the transaction is as significant as the assets themselves. In an era defined by streaming competition and rising content costs, ownership of established intellectual property has become a strategic advantage akin to controlling a premium distribution network in a previous media cycle.

Ellison Expands His Influence

The merger places one of the world’s largest entertainment studios under the control of David Ellison, who only last year completed the combination of Skydance Media and Paramount. With this latest transaction, Ellison is accelerating his rise as one of Hollywood’s most influential executives.

The Ellison family remains Skydance’s largest shareholder, backed by the financial power of Larry Ellison, the Oracle co-founder and David Ellison’s father. That support gives the company considerable flexibility as it integrates two sprawling media businesses and seeks to compete more aggressively across platforms.

Legal Hurdles Cleared Before Closing

The deal’s completion follows settlements with a coalition of U.S. states and a Hollywood writers’ union, removing the principal legal obstacles that had threatened to delay or derail the merger.

Paramount first announced in February that it would pursue Warner Bros. Discovery after a bidding contest with Netflix, which had earlier struck its own agreement to acquire Warner Bros.’ film and television studios and streaming operations, excluding the cable networks. Paramount strengthened its offer by promising shareholders additional cash if the deal failed to close by a set deadline and by agreeing to cover the breakup fee owed to Netflix.

What Skydance Says Comes Next

“Today is a historic day, not just for Skydance but for our entire industry,” Ellison said in a statement. “From the start, our ambition was to bring these two storied studios together and create a stronger competitor, with the talent, resources, and reach to tell great stories in every genre, on every platform, for audiences everywhere. Our focus now turns to the future: building a company that empowers creatives, entertains audiences and rewards shareholders. We couldn’t be more excited to get to work.”

Skydance said the combined company will generate nearly $70 billion in annual revenue. The company’s Class B shares are set to begin trading on the New York Stock Exchange today under the ticker symbol SKYD.

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