Tag: AWS

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Amazon’s AI Pivot Triggers Historic Layoffs Amid AI Productivity Drive

Amazon cutting workers to introduce more AI

Amazon has reportedly announced its largest corporate restructuring to date, with plans to lay off up to 30,000 white-collar employees.

This represents nearly 10% of its global office workforce—as it accelerates its transition toward artificial intelligence and automation-led operations.

The move, confirmed on 28th October 2025, marks a dramatic shift in the tech giant’s internal priorities.

CEO Andy Jassy has framed the layoffs as part of a broader effort to streamline management. The company appears to want to eliminate bureaucratic inefficiencies and reallocate resources toward AI infrastructure.

‘We will need fewer people doing some of the jobs that are being done today, and more people doing other types of jobs’, Jassy is reported as saying.

Affected departments span human resources, logistics, customer service, and Amazon Web Services (AWS). Many roles are deemed redundant due to AI integration.

Heavy investment

The company has been investing heavily in machine learning systems. These are capable of handling tasks ranging from inventory forecasting to customer support. This approach has prompted the reevaluation of traditional staffing models.

While Amazon employs over 1.5 million people globally, the layoffs target its 350,000 corporate staff, signalling a significant recalibration of its white-collar operations.

It was reported that the job cuts were delivered via email, underscoring the impersonal nature of the transition.

The timing of the announcement—just ahead of the holiday season—has raised eyebrows across the industry.

Analysts suggest Amazon is betting on AI to offset seasonal labour demands and long-term cost pressures. However, this risks reputational fallout and internal morale issues.

Structural challenges

Critics argue that the scale of the layoffs reflects deeper structural challenges, including overhiring during the pandemic and a growing reliance on technology to solve human-centred problems.

Others see it as a bellwether for the wider tech sector, where AI is increasingly viewed as both a productivity boon and a disruptive force.

As Amazon reshapes its workforce for an AI-driven future, questions remain about the social and ethical implications of such rapid automation.

For now, the company appears resolute: leaner, faster, and more algorithmically efficient—even if it means leaving tens of thousands behind in the process.

But, AI is also creating job opportunities in other areas.

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AWS Outage Reveals Fragility of Global Cloud Dependency

Amazon services go dark

It was just one week ago on Monday 20th October 2025, Amazon Web Services (AWS) experienced a major outage that rippled across the digital world, disrupting operations for millions of users and businesses.

The incident, which originated in AWS’s US-East-1 region, was reportedly traced to DNS resolution failures affecting DynamoDB—one of AWS’s core database services.

This technical fault triggered cascading issues across EC2, network load balancers, and other critical infrastructure, leaving many services offline for hours.

The impact was immediate and widespread. Major consumer platforms such as Snapchat, Reddit, Disney+, Canva, and Ring doorbells went dark.

Financial services including Venmo and Robinhood faltered, while airline customers at United and Delta struggled to access bookings. Even British government portals like Gov.uk and HMRC were affected, underscoring the global reach of AWS’s infrastructure.

World leader

AWS is the world’s leading cloud provider, commanding roughly one-third of the global market—well ahead of Microsoft Azure and Google Cloud.

Millions of companies, from startups to multinational corporations, rely on AWS for everything from data storage and virtual servers to machine learning and content delivery.

Its services underpin critical operations in healthcare, education, retail, logistics, and media. When AWS stumbles, the internet itself feels the tremor.

20 Prominent Companies Affected by the AWS Outage (20th Oct 2025)

SectorCompany NameImpact Summary
E-commerceAmazonInternal systems and Seller Central offline
Social MediaSnapchatApp outages and delays
StreamingDisney+Service interruptions
NewsRedditPartial outages, scaling issues
Design ToolsCanvaHigh error rates, reduced functionality
Smart HomeRingDevice connectivity issues
FinanceVenmoTransaction delays
FinanceRobinhoodTrading disruptions
AirlinesUnited AirlinesBooking and check-in issues
AirlinesDelta AirlinesReservation access problems
TelecomT-MobileIndirect service disruptions
GovernmentGov.ukPortal access issues
GovernmentHMRCService delays
BankingLloyds BankOnline banking affected
ProductivityZoomMeeting access issues
ProductivitySlackMessaging delays
EducationCanvasAssignment submissions disrupted
CryptoCoinbaseUser access failures
GamingRobloxServer outages
GamingFortniteGameplay interruptions

This outage wasn’t the result of a cyberattack, but rather a technical fault in one of Amazon’s main data centres. Yet the consequences were no less severe.

Amazon’s own operations were disrupted, with warehouse workers unable to access internal systems and third-party sellers locked out of Seller Central.

Canva reported ‘significantly increased error rates’. while Coinbase and Roblox cited cloud-related failures.

The incident serves as a stark reminder of the risks inherent in centralised cloud infrastructure. As digital life becomes increasingly dependent on a handful of providers, the potential for systemic disruption grows.

A single point of failure can cascade across industries, affecting everything from classroom assignments to emergency services.

AWS has since restored normal operations and promised a detailed post-event summary. But for many, the outage has reignited questions about resilience, redundancy, and the wisdom of placing so much trust in a single cloud giant.

In the age of digital interdependence, even a brief lapse can feel like a global blackout.

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What is Neocloud?

Neocloud

In tech terms, a neocloud is a new breed of cloud infrastructure purpose-built for AI and high-performance computing (HPC).

Unlike traditional hyperscale cloud providers (like AWS or Azure), neoclouds focus on delivering raw GPU power, low-latency performance, and specialised environments for compute-intensive workloads.

🧠 Key Features of Neoclouds

  • GPU-as-a-Service (GPUaaS): Optimised for training and running large AI models.
  • AI-native architecture: Designed specifically for machine learning, deep learning, and real-time inference.
  • Edge-ready: Supports distributed deployments closer to users for faster response times.
  • Transparent pricing: Often more cost-efficient than hyperscalers for AI workloads.
  • Bare-metal access: Minimal virtualisation for maximum performance.

🏗️ How They Differ from Traditional Clouds

FeatureNeocloudsHyperscale Clouds
FocusAI & HPC workloadsGeneral-purpose services
HardwareGPU-centric, high-density clustersMixed CPU/GPU, broad service range
FlexibilityAgile, workload-specificBroad but less specialised
LatencyUltra-low, edge-optimizedHigher, centralized infrastructure
PricingUsage-based, transparentOften complex, with hidden costs

🚀 Who Uses Neoclouds?

  • AI startups building chatbots, LLMs, or recommendation engines
  • Research labs running simulations or genomics
  • Media studios doing real-time rendering or VFX
  • Enterprises deploying private AI models or edge computing

Think of neoclouds as specialist GPU clouds—like a high-performance race car compared to a family SUV.

Both get you places, but one’s built for speed, precision, and specialised terrain.

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Amazon goes nuclear, to invest more than $500 million to develop small modular reactors (SMR)

AWS nuclear power

Amazon Web Services (AWS) has announced the signing of an agreement with Dominion Energy, the utility company of Virginia U.S., to explore the development of a small modular nuclear reactor near Dominion’s existing North Anna nuclear power station.

As Amazon’s cloud computing subsidiary, AWS has an ever-growing demand for clean energy, particularly as it expands into generative AI. This agreement aligns with Amazon’s journey towards net-zero carbon emissions.

Amazon joins other major tech companies like Google and Microsoft in turning to nuclear power to meet the increasing energy needs of data centres.

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Microsoft shares drop on cloud miss as Azure revenue disappoints

In the cloud

Microsoft reported better-than-expected earnings and revenue for Q4

In extended trading on 30th July 2024, the stock experienced a quick decline as attention was drawn to the less-than-expected Azure revenue, despite management’s forecast for growth in the upcoming quarters.

The company’s total revenue saw a 15% increase compared to the previous year.

Despite surpassing earnings and revenue expectations, Microsoft’s shares dropped by up to 7% in extended trading on Tuesday, with investors concentrating on the underwhelming cloud revenue. However, executives offered a positive outlook, anticipating an acceleration in cloud growth during the first half of 2025.

Microsoft one day chart 30th July 2024

Microsoft one day chart 30th July 2024

Microsoft’s cloud division holds significant interest for investors, as it competes with Amazon Web Services (AWS) and Google in the artificial intelligence (AI) work arena. These three tech giants are pouring substantial resources into enhancing AI capabilities, aiming to attract both startups and established companies as generative AI technology swiftly progresses.

For Amazon, AWS has served as a vital profit centre for the past ten years.

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Amazon triples profits in pin-point customer led focus

Stock chart up

Amazon’s Q1 earnings and revenue exceeded expectations, emphasised by the expansion of its advertising and cloud computing sectors.

  • Earnings per share: 98 cents vs. 83 cents expected
  • Revenue: $143.3 billion vs. $142.5 billion expected

The operating income surged over 200% to $15.3 billion in the period, significantly exceeding revenue growth, indicating that the company’s cost-reduction strategies and efficiency improvements are enhancing its financial performance.

AWS contributed to 62% of the total operating profit. The net income also saw a more than threefold increase to $10.4 billion, or 98 cents per share, up from $3.17 billion, or 31 cents per share, in the previous year. There was a 13% rise in sales from $127.4 billion the previous year.

One year Amazon chart May 2023 – April 2024

One year Amazon chart May 2023 – April 2024

Amazon expects a continued rise in profitability for the Q2, albeit at a more consistent pace. The company projects its operating income to range from $10 billion to $14 billion, marking an increase from the previous year’s $7.7 billion.

It’s all about the customer

Amazon is dedicated to enhancing customer experiences daily through innovative and advanced products and services. This commitment extends to consumers, brands, sellers, enterprises, developers and content creators alike.

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Amazon announces new AI chip

Amazon AI chip

Amazon Web Services (AWS) announced Trainium2, a chip for training artificial intelligence (AI) models, and it will also offer access to Nvidia’s next-generation H200 Tensor Core graphics processing units.

Amazon’s AWS cloud department of the encompassing Amazon empire has announced new chips for customers to build and run artificial intelligence (AI) applications on, as well as plans to offer access to Nvidia’s latest chips.

Amazon Web Services is attempting to stand out as a cloud provider with a variety of cost-effective options. It won’t just sell cheap Amazon-branded products, though. Just as in its online retail marketplace, Amazon’s cloud will feature top-of-the-line products from other vendors, including highly sought after GPUs from top AI chipmaker Nvidia

AWS will host a special computing cluster for customers and Nvidia to use. AWS customers can start testing new general-purpose Graviton4 chips.

Amazon’s dual-pronged approach of both building its own chips and letting customers access Nvidia’s latest chips might will help it against its top cloud computing competitor, Microsoft.