Amazon is directly challenging Nvidia’s near-monopoly on AI hardware development. The company launched a new developer tool, TorchNeuron, on October 19, making it easier for PyTorch users to shift their applications away from Nvidia GPUs. This move, reported by TechCrunch, aims to direct developers toward alternative chips, including Amazon’s own. Google has also joined this effort, releasing its own tool to help PyTorch users move off Nvidia GPUs, according to TechCrunch. Major cloud providers want to control the AI boom’s underlying infrastructure. They do not want to rely on one hardware vendor.

Amazon pushes its own AI infrastructure. But it takes a cautious, even restrictive, approach to external AI agents on its main e-commerce platform. While Amazon works to attract AI developers to its own hardware, it actively blocks AI agents from making purchases on its website. This strategy, also reported by TechCrunch, puts Amazon at odds with competitors like Walmart, which is introducing technology to enable AI agents to shop on behalf of customers, complete with spending controls and transaction approvals.

Amazon’s stance on AI agents is not new. In September, this outlet reported on Amazon blocking Meta’s Muse AI agent. The company appears determined to maintain tight control over its shopping experience, even as generative AI capabilities become more widespread. This conservative approach could protect its platform from misuse. It might also prioritize Amazon’s own AI initiatives.

On the product front, Amazon has directly integrated generative AI into its consumer offerings. In September 2026, Amazon launched its generative AI-powered Alexa in India, as first reported by The Hindu. This update to Alexa, previously available in India, extends advanced conversational capabilities to its smart home devices. It is Amazon’s direct entry into the consumer generative AI market. Amazon innovates with AI where it controls the user experience and data.

A History of Platform Control and Regulatory Scrutiny

The company’s focus on platform control extends beyond AI. Amazon has faced repeated regulatory challenges in India over the past few months, particularly concerning product listings. In August 2026, the Karnataka government suspended food licenses for Amazon Instamart and BigBasket over listings of toxic Datura seeds, as reported by Inc42. This was not an isolated incident. The Central Consumer Protection Authority (CCPA) fined Amazon in August over a fake listing for ‘Shree Ram Mandir Ayodhya Prasad’, according to Inc42. More recently, in September, the Food Safety and Standards Authority of India (FSSAI) penalized Amazon, Flipkart, and Instamart for general regulatory non-compliance, Inc42 stated. These repeated issues make managing a vast online marketplace complex. Blocking external AI agents could prevent more compliance problems. AI might generate or discover problematic content if unchecked.

Beyond these regulatory pressures, Amazon has also been managing internal shifts. In October, the company initiated further layoffs, impacting at least 100 employees in India as part of global job cuts, according to Inc42. This follows a previous wave of rehires in September, as reported by Startuptalky. This ongoing restructuring optimizes the company. It happens even as Amazon invests heavily in AI infrastructure and product development.

Amazon’s strategy appears to be one of internal AI aggression and external platform protection. It wants to build the foundation of the AI economy through tools like TorchNeuron, and it wants to deliver AI-powered products like Alexa+. However, it is also taking firm steps to prevent external AI agents from operating freely on its commerce platform. This dual approach controls the AI narrative and infrastructure within Amazon’s own operations. It also limits disruptions and compliance risks from third-party AI integrations.

Quick Facts Close

What new developer tool did Amazon launch?

Amazon launched TorchNeuron, a developer tool designed to help PyTorch users move their applications off Nvidia GPUs and onto alternative chips, including Amazon’s own.

How does Amazon’s AI agent strategy compare to Walmart’s?

Amazon is blocking AI agents from shopping on its site, while Walmart is introducing technology that lets AI agents make purchases on customers’ behalf with built-in controls.

When did Amazon launch its generative AI-powered Alexa in India?

Amazon launched its generative AI-powered Alexa in India in September 2026.

Compiled by Launch91 Desk from the sources linked above. More about Launch91.