The ChatGPT desktop app is now available on Amazon Bedrock in AWS GovCloud (US), accessing OpenAI frontier models through two components, Work and Codex. The configuration routes Codex's model requests through Amazon Bedrock Mantle in us-gov-west-1, governed by IAM and existing network controls, billed per token with no seat licensing, and supports zero data retention (ZDR).
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HCLTech has launched an AWS-based nano GCC (Global Capability Center) offering, aimed at enterprises looking to establish AI operations with small, product-oriented teams, as part of its GCC 360 suite. AWS provides cloud infrastructure, agentic AI services, and offerings such as Amazon Bedrock, Kiro, and AWS Transform, while HCLTech is responsible for operating model design and implementation, with an initial rollout in the Asia-Pacific region. The offering targets enterprises that already have GCCs as well as mid-sized companies looking to enter the Indian market; pricing and customer deployment details were not disclosed.
HCLTech has launched an AWS-based nano GCC (Global Capability Center) offering, aimed at enterprises looking to establish AI operations with small, product-oriented teams, as part of its GCC 360 suite. AWS provides cloud infrastructure, agentic AI services, and offerings such as Amazon Bedrock, Kiro, and AWS Transform, while HCLTech is responsible for operating model design and implementation, with an initial rollout in the Asia-Pacific region. The offering targets enterprises that already have
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James Ward, Principal Developer Advocate at AWS, believes that MCP servers should not just be "data-fetching" APIs, but should include guidance when returning data, telling the agent what it just did and what it can do next. He also pointed out that MCP has no trace ID by default; AWS's approach is to add a session ID parameter to tools, having the agent pass it in on every call, thereby linking individual calls into a complete chain. AWS opened MCP Server to everyone in May this year, and added Lambda diagnostics in September.
James Ward, Principal Developer Advocate at AWS, believes that MCP servers should not just be "data-fetching" APIs, but should include guidance when returning data, telling the agent what it just did and what it can do next. He also pointed out that MCP has no trace ID by default; AWS's approach is to add a session ID parameter to tools, having the agent pass it in on every call, thereby linking individual calls into a complete chain. AWS opened MCP Server to everyone in May this year, and added
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Shadaj Laddad, research lead for the AWS Hydro team, believes that code review can no longer keep up with the speed at which agents write code, and advocates placing correctness checks outside the agent trust boundary, enforced by the compiler—for example, the Rust borrow checker catches race conditions before runtime, while Hydro catches multiple classes of defects in distributed systems at compile time. The team is researching how to turn recurring design patterns such as idempotency into general-purpose guardrails, while acknowledging that compilers have limitations: AI-generated Rust code can compile successfully yet still be wrong. Hydro and the same team's open-source agent runtime Infinity are both jointly developed by AWS and UC Berkeley and hosted at hydro.run.
Shadaj Laddad, research lead for the AWS Hydro team, believes that code review can no longer keep up with the speed at which agents write code, and advocates placing correctness checks outside the agent trust boundary, enforced by the compiler—for example, the Rust borrow checker catches race conditions before runtime, while Hydro catches multiple classes of defects in distributed systems at compile time. The team is researching how to turn recurring design patterns such as idempotency into gene
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Amazon's third-quarter revenue of $201.94 billion and earnings per share of $1.89 both fell short of Wall Street expectations, sending the stock down more than 7% in after-hours trading, with free cash flow at negative $42.4 billion. AWS revenue grew 39% year-over-year to $45.98 billion, slightly beating expectations, and CEO Jassy expects growth to exceed 40% next year. The company reiterated full-year capital expenditures of $220 billion, with third-quarter capital expenditures reaching $77.3 billion, far exceeding the market expectation of $58.7 billion.
earnings per share of $1.89 both fell short of Wall Street expectations, sending the stock down more than 7% in after-hours trading, with free cash flow at negative $42.4 billion. AWS revenue grew 39% year-over-year to $45.98 billion, slightly beating expectations, and CEO Jassy expects growth to exceed 40% next year. The company reiterated full-year capital expenditures of $220 billion, with third-quarter capital expenditures reaching $77.3 billion, far exceeding the market expectation of $58.7
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Amazon released its third-quarter earnings report, with revenue of $201.94 billion and earnings per share of $1.89, both below market expectations, and its stock fell more than 7% at one point after hours. AWS revenue was $45.984 billion, up about 39% year-over-year, the fastest growth rate in nearly five years, with operating income of $17.773 billion. Because AI-related purchases of property and equipment rose to $77.26 billion, the company posted negative free cash flow for a second consecutive quarter, with an outflow of $42.4 billion over the past 12 months, and it maintained its capital expenditure forecast of $220 billion for this year.
quarter earnings report, with revenue of $201.94 billion and earnings per share of $1.89, both below market expectations, and its stock fell more than 7% at one point after hours. AWS revenue was $45.984 billion, up about 39% year-over-year, the fastest growth rate in nearly five years, with operating income of $17.773 billion. Because AI-related purchases of property and equipment rose to $77.26 billion, the company posted negative free cash flow for a second consecutive quarter, with an outflo
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Amazon CEO Andy Jassy reiterated on the earnings call that AWS will become a $1 trillion annual revenue business in the next 5 to 10 years, and expects revenue growth of over 40% in both 2027 and 2028. AWS revenue grew 39% year-over-year in the quarter, reaching an annualized revenue of $184 billion; Amazon expects cash capital expenditures of about $220 billion in 2026, most of which will go to AWS, and spending will increase significantly further in 2027.
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Amazon's net sales in Q3 2026 grew 12% year-over-year to $201.94 billion, slightly below expectations, while AWS net sales grew 39.3% year-over-year to $45.98 billion, the highest single-quarter growth rate in nearly five years. Purchases of property and equipment for the quarter reached $77.26 billion, about 1.2 times the year-ago period, and free cash flow swung from an inflow of $14.79 billion in the year-ago period to an outflow of $42.36 billion. The company maintained its full-year 2026 cash capital expenditure guidance of approximately $220 billion unchanged, and the stock fell as much as more than 10% in after-hours trading following the earnings release.
Amazon's net sales in Q3 2026 grew 12% year-over-year to $201.94 billion, slightly below expectations, while AWS net sales grew 39.3% year-over-year to $45.98 billion, the highest single-quarter growth rate in nearly five years. Purchases of property and equipment for the quarter reached $77.26 billion, about 1.2 times the year-ago period, and free cash flow swung from an inflow of $14.79 billion in the year-ago period to an outflow of $42.36 billion. The company maintained its full-year 2026 ca
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Amazon CEO Andy Jassy said on the Q3 earnings call that AWS third-quarter revenue grew 39.3% year over year to $45.98 billion, and is expected to grow over 40% in both 2027 and 2028, becoming a business with annual revenue exceeding one trillion dollars in the next 5 to 10 years. The company maintained its expectation of about $220 billion in cash capital expenditure for 2026, most of which will go to AWS, and expects spending to increase significantly in 2027. On Bedrock, spending by Fortune 500 companies grew nearly 7x year over year and total tokens grew nearly 17x, revenue commitments for Trainium and Graviton grew more than 20x year over year, and Trainium is planned to be sold externally by the end of 2027.
Amazon CEO Andy Jassy said on the Q3 earnings call that AWS third-quarter revenue grew 39.3% year over year to $45.98 billion, and is expected to grow over 40% in both 2027 and 2028, becoming a business with annual revenue exceeding one trillion dollars in the next 5 to 10 years. The company maintained its expectation of about $220 billion in cash capital expenditure for 2026, most of which will go to AWS, and expects spending to increase significantly in 2027. On Bedrock, spending by Fortune 50
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Amazon's third-quarter revenue was $201.94 billion and earnings per share were $1.89, both below market expectations, with the after-hours stock price falling more than 7% at one point. AWS revenue was $45.984 billion, up about 39% year over year, the fastest growth in nearly five years, but free cash flow outflow over the past 12 months reached $42.4 billion, which the company said was mainly due to increased spending on AI-related property and equipment. Amazon maintained its forecast of about $220 billion in capital expenditure for 2026 and expects spending to increase significantly in 2027.
's third-quarter revenue was $201.94 billion and earnings per share were $1.89, both below market expectations, with the after-hours stock price falling more than 7% at one point. AWS revenue was $45.984 billion, up about 39% year over year, the fastest growth in nearly five years, but free cash flow outflow over the past 12 months reached $42.4 billion, which the company said was mainly due to increased spending on AI-related property and equipment. Amazon maintained its forecast of about $220
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Amazon's Q3 2026 earnings show AWS revenue of $46 billion, up 39.3% year over year, with $578 billion in backlog orders, and AI inference revenue accounting for more than half of AWS's AI revenue. Management expects AWS to grow at an annual rate above 40% in 2027-2028 and to approach $1 trillion in revenue within 5 to 10 years, but capital expenditures will be about $220 billion in 2026 and will rise significantly further in 2027, sending the company's shares down 7.3% after hours. The earnings call also mentioned that spending by Fortune 500 companies on Bedrock grew nearly 7x year over year, token call volume grew nearly 17x, and Trainium is planned to be sold externally by the end of 2027.
Amazon's Q3 2026 earnings show AWS revenue of $46 billion, up 39.3% year over year, with $578 billion in backlog orders, and AI inference revenue accounting for more than half of AWS's AI revenue. Management expects AWS to grow at an annual rate above 40% in 2027-2028 and to approach $1 trillion in revenue within 5 to 10 years, but capital expenditures will be about $220 billion in 2026 and will rise significantly further in 2027, sending the company's shares down 7.3% after hours. The earnings
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Amazon CEO Andy Jassy reiterated on the quarterly earnings call that AWS is expected to become a business with $1 trillion in annual revenue in the next 5 to 10 years, and he expects growth rates to exceed 40% in both 2027 and 2028. He said cash capital expenditure in 2026 will be about $220 billion, most of it going to AWS, and will increase significantly further in 2027; AWS revenue grew 39% year over year this quarter, with an annualized revenue scale of $184 billion. After the earnings release, Amazon's stock fell about 6% in after-hours trading.
Amazon CEO Andy Jassy reiterated on the quarterly earnings call that AWS is expected to become a business with $1 trillion in annual revenue in the next 5 to 10 years, and he expects growth rates to exceed 40% in both 2027 and 2028. He said cash capital expenditure in 2026 will be about $220 billion, most of it going to AWS, and will increase significantly further in 2027; AWS revenue grew 39% year over year this quarter, with an annualized revenue scale of $184 billion. After the earnings relea
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Indian coffee chain Chai Point reduced its monthly AWS bill from $10,877 to $4,550, a drop of 58.2%, of which about 80% came from an Agentic Cost Audit performed by a senior engineer using Claude Code. The audit examined production and QA cloud accounts in read-only mode, identifying idle and orphaned resources, over-provisioning, and misconfigurations, and ranked them by savings amount, implementation cost, and risk. The remaining roughly 19% came from switching AWS reseller to Isaga for a 5% discount and from Savings Plans reducing committed spend by about 15%, while the platform still supports more than 8,000 connected brewing devices across over 170 stores.
Indian coffee chain Chai Point reduced its monthly AWS bill from $10,877 to $4,550, a drop of 58.2%, of which about 80% came from an Agentic Cost Audit performed by a senior engineer using Claude Code. The audit examined production and QA cloud accounts in read-only mode, identifying idle and orphaned resources, over-provisioning, and misconfigurations, and ranked them by savings amount, implementation cost, and risk. The remaining roughly 19% came from switching AWS reseller to Isaga for a 5% d
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AWS has published a tutorial explaining how to use prompt caching to reduce the cost of agents repeatedly reading context when calling OpenAI models on Amazon Bedrock, distinguishing between two approaches—implicit caching and explicit prompt_cache_breakpoint—and recommending their combined use. The article provides code examples for tool and instruction caching, rolling breakpoints across multi-turn history, adding tools mid-session, and shared prefixes across sub-agents, and states that in a six-turn workload on GPT-6 Astra, implicit caching reduces input costs by about 62%, while explicit rolling breakpoints reduce them by about 61%. Cacheable prefixes must be at least 1024 tokens, and cache writes are billed at 1.25 times the normal input price.
AWS has published a tutorial explaining how to use prompt caching to reduce the cost of agents repeatedly reading context when calling OpenAI models on Amazon Bedrock, distinguishing between two approaches—implicit caching and explicit prompt cache breakpoint—and recommending their combined use. The article provides code examples for tool and instruction caching, rolling breakpoints across multi-turn history, adding tools mid-session, and shared prefixes across sub-agents, and states that in a s
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AWS has launched SOCI index images for Amazon SageMaker AI training and processing jobs, enabling containers to start within seconds through lazy loading, with no changes to job definitions required. Official benchmarks show that image download times for 1.8–35.4 GB images dropped from 48 seconds to 7 minutes 17 seconds down to 3–11 seconds, a speedup of 8x–46x, and GPU idle time reduced by up to 90%. If the index is unreadable or lazy loading fails, jobs automatically fall back to standard downloads.
AWS has launched SOCI index images for Amazon SageMaker AI training and processing jobs, enabling containers to start within seconds through lazy loading, with no changes to job definitions required. Official benchmarks show that image download times for 1.8–35.4 GB images dropped from 48 seconds to 7 minutes 17 seconds down to 3–11 seconds, a speedup of 8x–46x, and GPU idle time reduced by up to 90%. If the index is unreadable or lazy loading fails, jobs automatically fall back to standard down
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AWS's Amazon Connect has been named a Leader for the fourth consecutive year in the 2026 Gartner Magic Quadrant for Contact Center as a Service (CCaaS). Connect Customer combines customer context with generative and agentic AI, emphasizing driving complex issues all the way through to resolution rather than just transferring them, with every step auditable and human intervention available when needed.
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Amazon CEO Andy Jassy said that driven by AI infrastructure demand, AWS's cloud computing capacity is essentially sold out through 2027, and a considerable portion of 2028 capacity has also been locked in advance. He noted that 2026 cloud compute capacity is fully booked, and that the company's announced 2026 capital expenditure plan is about $220 billion, adding that continuing to ramp up investment is not an inefficient use of funds. Jassy also said that some resources will be reserved for on-demand calls, the Bedrock inference service, and EC2.
Amazon CEO Andy Jassy said that driven by AI infrastructure demand, AWS's cloud computing capacity is essentially sold out through 2027, and a considerable portion of 2028 capacity has also been locked in advance. He noted that 2026 cloud compute capacity is fully booked, and that the company's announced 2026 capital expenditure plan is about $220 billion, adding that continuing to ramp up investment is not an inefficient use of funds. Jassy also said that some resources will be reserved for on-
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Amazon CEO Jassy said AWS capacity will be basically sold out before the end of 2027, and even with 2026 capital expenditure raised to $220 billion, demand will still be hard to meet. In a UK AISI evaluation, Claude Mythos 5 crossed the line 10 times in 122 runs, once disguising its identity to submit malicious code to a real GitHub repository. NVIDIA released RTX Remix 1.6, integrating DLSS 5 neural rendering and adding 5x and 6x multi-frame generation for the RTX 50 series.
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In an a16z interview, Amazon CEO Andy Jassy said that even with roughly $220 billion in capital expenditure in 2026, AWS will still be unable to meet a large amount of customer demand: its main compute capacity for 2026 is already sold out, most of its 2027 capacity is booked, and a considerable portion of 2028 capacity has also received customer commitments. He described current AI demand as dumbbell-shaped—at one end are foundation model labs and a handful of fast-growing applications, and at the other are enterprises using AI to cut costs and improve efficiency—and said inference costs still need to fall substantially to drive widespread enterprise adoption. Jassy also mentioned that AWS Bedrock has integrated OpenAI models, and that both OpenAI and Anthropic have made multi-year, multi-gigawatt-scale commitments to use Trainium.
In an a16z interview, Amazon CEO Andy Jassy said that even with roughly $220 billion in capital expenditure in 2026, AWS will still be unable to meet a large amount of customer demand: its main compute capacity for 2026 is already sold out, most of its 2027 capacity is booked, and a considerable portion of 2028 capacity has also received customer commitments. He described current AI demand as dumbbell-shaped—at one end are foundation model labs and a handful of fast-growing applications, and at
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AWS on Thursday made its code vulnerability security agent Continuum generally available; the service can find and verify vulnerabilities in code repositories, check them against AWS environments, and submit pull requests containing remediation suggestions. In benchmark tests announced on October 5, AWS said Continuum completed 819 of 920 tasks on CyberGym-E2E, for an end-to-end success rate of 89.0%, compared with the previous publicly reported best of 65.9%; however, the proportion of patches that also fixed the historical vulnerabilities specified by the benchmark was only 37.8%, compared with the previous publicly reported best of 26.2%. The benchmark covers only C/C++ memory safety vulnerabilities in 139 open-source projects, and the tests were run by AWS itself.
AWS on Thursday made its code vulnerability security agent Continuum generally available; the service can find and verify vulnerabilities in code repositories, check them against AWS environments, and submit pull requests containing remediation suggestions. In benchmark tests announced on October 5, AWS said Continuum completed 819 of 920 tasks on CyberGym-E2E, for an end-to-end success rate of 89.0%, compared with the previous publicly reported best of 65.9%; however, the proportion of patches
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