Two fundraising stories, one market signal
The AI financing boom is showing little sign of slowing. Fresh reports highlighted by The Decoder point to two very different companies chasing very large outcomes: Deepseek, which is reportedly planning a funding round of up to 50 billion yuan, or about $7.35 billion, and Core Automation, a startup founded only weeks ago by former OpenAI researcher Jerry Tworek that is already reportedly targeting a valuation of around $4 billion.
Taken together, the two cases say something important about the current AI market. Investors are not only willing to fund established frontier-model labs at enormous scale. They are also willing to move quickly behind younger companies with a narrow thesis and a founder pedigree that fits the moment.
Deepseek’s next step looks bigger than scale alone
According to the report, Deepseek’s planned raise could become the largest ever for a Chinese AI company. Founder Liang Wenfeng is said to be planning to contribute up to 40% of the round personally, and the transaction could push the company’s valuation above $51.5 billion.
That is a striking combination of founder commitment and investor ambition. It also comes with pressure. The report says investors had previously raised concerns about the company’s lack of revenue and about the loss of key researchers to Xiaomi and ByteDance. Those concerns are familiar in the AI sector, where technical momentum and commercial durability do not always move at the same pace.
Deepseek is also reportedly stepping up commercialization. The company plans to release DeepSeek V4.1 in June with more enterprise tools, improved MCP support, and image and audio processing. That matters because it suggests the funding story is tied not only to larger model development but also to a broader push into product capability and enterprise relevance.
In other words, the market may be rewarding Deepseek not just for what it has built, but for how quickly it can convert research stature into a fuller platform.
Core Automation shows how fast capital can move
If Deepseek represents scale, Core Automation represents speed. The company was founded by former OpenAI researcher Jerry Tworek just six weeks before the report and had already raised $100 million at a $1 billion valuation only weeks earlier, with Nvidia among its backers. It is now reportedly seeking a valuation of around $4 billion.
That is an extraordinary jump in a short period, even in a market that has become accustomed to aggressive pricing. Core Automation is building AI models that can keep learning after training, which gives the company a distinct technical narrative. Investors appear willing to price that idea well ahead of any long operating history.
The rapid repricing also illustrates a persistent feature of the current AI market: capital is often chasing future strategic position rather than present financial proof. In a slower sector, a six-week-old company would have to answer more questions before aiming for a multibillion-dollar valuation. In AI, the combination of talent, thesis, and timing can move the number far faster.
What this says about the state of AI investing
The common thread between the two companies is not business maturity. It is investor conviction that certain AI positions may be too important to miss. Deepseek is reported to be preparing for a record Chinese raise while expanding its product set. Core Automation is using founder credibility and a specific technical goal to attract capital at unusual speed.
That does not mean the risks have disappeared. Deepseek is reportedly addressing commercialization questions and researcher departures. Core Automation is pursuing a valuation leap long before it can point to a long public record. But the willingness to fund both stories suggests the market still believes frontier and near-frontier AI will produce a small number of outsized winners.
It also shows how the capital stack is broadening. Money is flowing to model labs, enterprise tool builders, and companies focused on what happens after training. Investors are no longer looking only for bigger models. They are also looking for leverage in deployment, usability, and continual learning.
The bigger picture
The AI boom has entered a phase where size alone no longer explains the story. Deepseek’s reported fundraising plan points to a race for scale and commercialization in China. Core Automation’s valuation ambitions point to a market that still rewards speed and technical positioning almost immediately.
Both stories reinforce the same conclusion: the AI market is still absorbing capital at a pace that would look extreme in most other industries. Whether those prices prove durable will depend on execution. For now, though, investors are behaving as if the cost of missing the next major AI platform is still higher than the cost of paying up early.
This article is based on reporting by The Decoder. Read the original article.
Originally published on the-decoder.com
