Full article — scored 10/10
Amazon weighs $7B startup acquisition as AI spending ramps up
Amazon is reportedly considering a roughly $7 billion acquisition of Decart, an AI infrastructure and world-model startup, in a move that would deepen AWS’s push into custom chips, model optimization and high-cost AI infrastructure.
Amazon’s reported Decart talks put AI infrastructure at the center
Amazon is reportedly in talks to acquire artificial intelligence startup Decart in a deal that could value the company at around $7 billion, according to reporting attributed to The Wall Street Journal and relayed by Reuters on October 11, 2026 . The discussions remain just that: talks, not a signed agreement, and the same Reuters report said it could not independently verify the Journal’s account . As of the latest reports, Amazon had declined to comment outside regular business hours, while Decart had not responded to requests for comment .
That uncertainty matters. A $7 billion acquisition rumor can quickly become a market signal, but the current state of the story is narrower: Amazon is weighing a large purchase of Decart, a startup whose technology sits at the intersection of AI chips, workload portability and generative simulation . The reported price would make the deal one of Amazon’s more significant recent acquisitions if completed, and it would come as the company increases spending on AI infrastructure through Amazon Web Services, custom silicon and strategic partnerships .
The startup at the center of the talks is described as Israeli-founded and San Francisco-based, with founders Dean Leitersdorf, Orian Leitersdorf and Moshe Shalev linked to the company’s rapid rise . Decart was founded in 2023 and, according to recent coverage, has become strategically interesting because its software can help developers move AI workloads across different kinds of chips . That is the key point: this is not simply a possible acquisition of an AI video tool. It is a possible acquisition of infrastructure software that could make Amazon’s own AI hardware more useful.
Why Decart is worth watching
Decart’s appeal appears to be its position between model development and hardware optimization. Reuters described the company’s Lucy model as a tool that can edit live video in real time, and its Oasis model as a system that can generate simulated environments used to train and test robotics and autonomous-driving systems . SiliconANGLE similarly reported that Decart has built Lucy and Oasis world models designed to generate and simulate realistic three-dimensional environments for video games, robotics training and other use cases .
Those products make Decart visible to the broader AI market, but the reported Amazon interest seems especially tied to Decart’s lower-level software. SiliconANGLE reported that Decart has developed software known as DOS that can help developers speed up AI training and inference workloads by optimizing neural networks for specific processors . The same report said this kind of optimization work can often take months, while Decart’s approach can compress the workflow into a couple of weeks .
For Amazon, that capability would be strategically valuable because AWS is trying to make its own AI chips more attractive against Nvidia’s widely used graphics processing units . CTech reported that Amazon is already a strategic customer of Decart and has given the startup early access to its Trainium chips, making a potential acquisition a way to deepen Amazon’s effort to compete in AI infrastructure . SiliconANGLE also reported that Decart obtained early access to Trainium3 last year after senior AWS engineers were impressed by the startup’s founders .
In plain terms, Decart’s software could help solve one of the most expensive problems in the AI boom: how to keep models flexible when the underlying hardware keeps changing. If developers can move workloads more easily among Nvidia GPUs, Amazon Trainium chips and other accelerators, cloud providers gain a stronger argument that customers should not be locked into one chip ecosystem . That is why the reported deal is best read as an AI infrastructure story, not just an AI content-generation story.
The valuation jump is part of the story
The reported $7 billion price would represent a sharp jump from Decart’s most recent disclosed valuation. Reuters, citing the Journal and PitchBook data, said Decart was valued at nearly $4 billion in May 2026 . CTech also reported that the company raised $300 million in May at a valuation of approximately $4 billion, with the round led by Radical Ventures and including Nvidia .
That creates a striking valuation arc. A $7 billion acquisition would imply a large premium only months after the May funding round . It also suggests that large technology companies may be assigning special value to AI software that can reduce compute friction rather than merely generate novel media outputs.
The sale process around Decart has also been unusually fluid. CTech reported that Nvidia initially pursued an acquisition before Anthropic emerged as the preferred bidder in August . Reuters reported that Anthropic explored a potential $6 billion deal in August but decided not to pursue an acquisition after conducting due diligence in September, citing Bloomberg News . CTech likewise reported that Anthropic’s proposed transaction collapsed after due diligence, with the reasons not publicly established .
That context cuts both ways. On one hand, Decart’s ability to attract interest from Nvidia, Anthropic and now Amazon indicates that multiple AI leaders see strategic value in the company . On the other hand, the fact that earlier talks did not produce a signed deal is a reminder that the current Amazon discussions could still fail .
Why Amazon would care now
The timing fits Amazon’s broader AI push. AWS has been investing in its own AI hardware, including Trainium3, as it tries to reduce dependence on Nvidia and give cloud customers more options for training and inference . CTech described Decart’s chip-portability technology as particularly relevant because major technology companies are trying to reduce their dependence on Nvidia processors, which remain central to the AI boom .
That does not mean Amazon can simply buy its way into an AI advantage. Integrating a young startup into AWS would raise product, culture and governance questions. Decart’s value partly rests on its promise of portability across chip platforms; if it becomes part of Amazon, customers and competitors may ask whether that portability remains genuinely neutral or becomes primarily a path toward Trainium adoption .
Still, the strategic logic is visible. If AWS can offer customers software that makes models easier to optimize for Amazon chips, it can make Trainium less of a risky alternative and more of a practical option . That matters in a market where AI infrastructure spending is enormous, chip supply can be constrained, and developers often face costly engineering work when moving models across hardware systems .
For Amazon, Decart could also bring talent. The reports repeatedly emphasize the founders and the technical reaction they generated among AWS engineers . In an AI market where senior infrastructure engineers and model-optimization specialists are scarce, acquiring the team may be nearly as important as acquiring the code.
What is confirmed, and what is not
The confirmed current picture is limited. Amazon is reportedly in talks to acquire Decart for around $7 billion . Decart has not announced a sale, Amazon has not confirmed a deal, and the talks could still fall apart or attract another bidder . The reported acquisition would come after Decart’s May funding round and after Anthropic reportedly walked away from its own acquisition process .
The unconfirmed parts are just as important. There is no public deal structure, no confirmed mix of cash and stock, no closing date and no official integration plan . There is also no public explanation of why Anthropic abandoned its earlier talks after due diligence . Until Amazon or Decart confirms terms, the story should be treated as a live negotiation rather than a completed acquisition.
The bigger AI spending signal
Even without a signed agreement, the talks illustrate how the AI spending race is shifting. The first phase of the boom was dominated by model releases and GPU scarcity. The next phase is increasingly about the software layer that determines whether expensive chips are used efficiently. Decart’s reported value reflects that shift: portability, optimization and simulation have become strategic assets .
If Amazon completes the deal, it would gain a startup with both visible AI models and deeper infrastructure software . If the talks collapse, Decart’s reported pursuit by multiple major players would still show how valuable chip-switching and workload-optimization technology has become . Either outcome reinforces the same point: as AI spending ramps up, cloud providers are not only buying compute. They are buying the tools that make compute more usable, more efficient and harder for customers to ignore.
For now, Amazon’s reported $7 billion pursuit of Decart remains a high-stakes negotiation. But it is also a clear marker of where the AI race is moving: away from isolated demos and toward control of the infrastructure stack beneath them .
Developments
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- Anthropic researcher warns AI could kill all humans within a decadeFox Business · Sep 9, 2026, 4:32 PM · 9/10
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- Hugging Face valued at $13B, highlighting AI industry outlookBarron's · Sep 3, 2026, 9:06 PM · 7/10
- Hugging Face Valued at $13 Billion in AI IndustryBarron's · Sep 3, 2026, 9:06 PM · 8/10
- Nvidia to buy Hugging Face to buy $12.9bn AI software deal - BBCBBC · Sep 3, 2026, 6:01 PM · 9/10
- NVIDIA to acquire Hugging Face for $12.93 billionAI News · Sep 3, 2026, 5:50 PM · 8/10
- Nvidia to buy Hugging Face for $12.9 billionCNBC · Sep 3, 2026, 4:34 PM · 8/10
- Nvidia to buy Hugging Face, an open-source AI platform, for $12.9 billionCNBC · Sep 3, 2026, 4:34 PM · 8/10
- Nvidia to acquire Hugging Face for $13 billionYahoo Finance · Sep 3, 2026, 4:28 PM · 9/10
- Nvidia plans to acquire Hugging Face for $12.9 billion to secure open AI platformThe Decoder · Sep 3, 2026, 4:25 PM · 8/10
- Nvidia to Acquire Hugging Face for $13 BillionWSJ · Sep 3, 2026, 3:29 PM · 9/10
- Nvidia to Acquire Hugging Face for $12.9 BillionVariety · Sep 3, 2026, 2:59 PM · 9/10
- Nvidia to acquire Hugging Face for $12.9 billion in AI industry dealVariety · Sep 3, 2026, 2:59 PM · 7/10
- Nvidia to acquire Hugging Face for $12.9 billion to compete in open modelscalcalistech.com · Sep 3, 2026, 2:51 PM · 7/10
- Nvidia’s $12.9B Hugging Face Acquisition Boosts Open-Source AIWired AI · Sep 3, 2026, 2:43 PM · 8/10
- Nvidia’s $12.9B acquisition of Hugging Face emphasizes open-source AIWIRED · Sep 3, 2026, 2:43 PM · 8/10
- Nvidia Acquires AI Platform Hugging Face for About $13 BillionBloomberg.com · Sep 3, 2026, 2:11 PM · 9/10
- NVIDIA to acquire Hugging FaceNVIDIA Blog · Sep 3, 2026, 2:05 PM · 9/10
- Hugging Face approached Nvidia before $12.9 billion deal, CEO saysCNBC · Sep 3, 2026, 2:04 PM · 10/10
- Nvidia to acquire Hugging Face for $13 billionFinancial Times · Sep 3, 2026, 2:00 PM · 9/10
- Nvidia to buy open-source AI platform Hugging Face for $13bnFinancial Times · Sep 3, 2026, 2:00 PM · 9/10
Sources from the last 72 hours
- [1]Amazon in talks to buy AI startup Decart for around $7 billion, WSJ reportsOct 11, 2026, 11:16 PM
- [2]Amazon emerges as potential buyer of Israeli AI startup Decart at $7 billionOct 12, 2026, 2:35 AM
- [3]Report: Amazon in talks with AI startup Decart over possible $7B acquisitionOct 12, 2026, 2:31 AM
AI-generated article based on recent web research, then preserved as a dated editorial snapshot.
