SEATTLE — Amazon leadership convened a mandatory “deep dive” session on Tuesday to address a series of systemic outages linked to the company’s aggressive integration of generative AI. The internal investigation, sparked by a “trend of incidents” with a high “blast radius,” has drawn a public warning from Elon Musk as the e-commerce giant struggles to balance rapid automation with infrastructure stability.
The “Deep Dive” Into AI Instability
According to internal briefs and emails first reported by the Financial Times, Amazon’s e-commerce division is reeling from a recent decline in site availability. Dave Treadwell, Senior Vice President of e-commerce services, reportedly notified staff that the weekly “This Week in Stores Tech” (TWiST) meeting would transition into a forensic review of recent failures.
Internal communications cited a troubling correlation between “Gen-AI assisted changes” and recent service disruptions. Earlier this month, a major outage sidelined Amazon’s shopping app for over 22,000 users, preventing checkouts and account access. While the company publicly attributed the crash to a “software code deployment,” internal documents suggest the role of AI in these deployments is under intense scrutiny.
Musk and Experts Signal Caution
The reports caught the attention of Tesla CEO Elon Musk, who has frequently commented on the existential and operational risks of unbridled AI development. Responding to cybersecurity fellow Lukasz Olejnik’s report on the mandatory meeting, Musk issued a terse directive: “Proceed with caution.”
Olejnik, a visiting senior research fellow at King’s College London, warns that the industry’s current obsession with speed is compromising safety. “It’s an argument against speed for its own sake or using AI for the sake of using AI,” Olejnik noted. He cautioned that bypassing human-centered safety checks in favor of AI-run systems could result in “blowing up” businesses through irresponsible deployment.
Amazon’s Defense Amid Record Spending
Amazon has moved to downplay the narrative of an AI-driven crisis. A company spokesperson told Fortune that the TWiST meeting is a standard operational review. The company further clarified:
- Only one incident discussed was related to AI.
- No outages involved AI-written code.
- Amazon Web Services (AWS) was not impacted by these specific retail disruptions.
Despite these denials, the timing of the instability is notable. Amazon is currently executing a massive pivot; after laying off 16,000 workers in January 2026, the company projected a staggering $200 billion in capital expenditure for the year, almost exclusively dedicated to AI infrastructure.
As the company pushes toward Musk’s own prediction that AI will bypass human coding entirely by the end of 2026, this week’s “deep dive” suggests the transition may be more volatile than shareholders anticipated.
