AI is genuinely transformative for defenders. AWS Continuum for code vulnerabilities scored higher than any other AI agent on CyberGym-E2E, the benchmark that measures the full loop from finding a vulnerability to shipping the fix. Generally available today.

We're open sourcing TorchNeuron. Your existing @PyTorch code runs on Trainium with one config change, and we're contributing upstream to make PyTorch more hardware-agnostic for everyone.

AWS CEO Matt Garman with a16z's Raghu Raghuram on the biggest cloud provider in the world being rebuilt for the agentic era: $220B in CapEx for 2026, two million NVIDIA GPUs on order, AWS's AI chips sold out through next year, and a new 30-second AWS account with no credit card required so agents can get rolling. 0:55 $170B in revenue, growing 37% 2:40 30-40% of revenue started as startups 4:55 Startups want a cloud for agents 9:10 An AWS account in 30 seconds 12:25 Agents don't need bulletproof databases 16:30 Why AWS won't sell every GPU to the frontier labs 22:00 Why Matt isn't worried about a bubble 24:45 Why AWS builds its own power plants 27:45 Planning for the next supply shortage 30:25 Saving one county $5K per resident 33:10 How AWS built its own chips 40:05 What's holding enterprise agents back 45:35 Why Bedrock never sends your data to the model 49:30 AWS's new AI security tool 51:50 Why AWS teams of 10 are now 3-4 YouTube: @mattsgarman @awscloud @RaghuRaghuram

AI needs 2-3x more networking bandwidth. @awscloud has doubled network capacity in three years and will double again by 2027. A lot of the work to make that possible starts in the Network Product Development lab:

America can lead the most important race of our generation, and getting the facts right is a big part of how we do it. Today we're sharing our Amazon Data Center Commitment and launching Built Together, a new investment in the communities where we build.

You can't predict what data an AI agent will need. With DuckDB now inside Aurora PostgreSQL, one endpoint reaches your live operational data and everything in your data lake, with nothing to copy or keep in sync. DuckDB remains open source.

The companies getting value from AI aren't the ones saving the most time, they're the ones deciding what to do with that time. Too often it just gets reabsorbed into more of the same work, done faster. The opportunity is to point AI at something new, something customers couldn't get before. That's what our new Reimagine: Turning AI into Value report gets into. Read it here:

Put the right tools in the hands of ambitious builders and they'll show you things you didn't expect. Great seeing that in action at our @awscloud Global Meeting this week. Thanks to @mza for hosting, @odysseyml's @olivercameron for showing us Agora-2, and @Francessca_V and @steipete, creator of @openclaw and now at @OpenAI, for a great conversation on how AI is changing the way developers build. Grateful to everyone pushing the work forward.

What customers want from an agent is simple: give it a hard problem and let it make progress without constant handholding. That's what GPT-6 Astra is built for. @OpenAI's most capable model is now available on Amazon Bedrock. Build with it through Bedrock's APIs, or use it through ChatGPT Work and Codex on Bedrock.

AWS Agent Registry is now GA. @SouthwestAir went from dozens of agents with no shared record to a single governed catalog that cut duplicative development. @PepsiCo is centralizing discovery and governance at enterprise scale. @Syngenta's teams publish once, then reuse instead of rebuilding.

Excited to announce a major expansion of our partnership with @JensenHuang and @nvidia . 2M additional GPUs, AI factories with 100K GPUs for the U.S. Government, and more. Demand for reliable AI infrastructure continues to accelerate and we're building to keep pace. @awscloud is the best place to run NVIDIA technologies, and we're extending that lead.

Welcome to AWS, Hannes, Mark, and the @ducklabs_com team. DuckDB changed how developers work with data. It runs anywhere, it's fast, and people reach for it because it just works. DuckDB stays free and open source under the DuckDB Foundation. Excited about what's ahead.

Proud to share that @novonordisk has selected @awscloud as its preferred cloud provider and strategic AI partner. Through a new co-innovation hub in London, AWS engineers and AI specialists are working alongside their researchers to help compress drug discovery timelines.

On @Bloomberg Tech today with @EdLudlow on @awscloud's growth and why we keep investing. Much of our capacity is already spoken for through 2027 and into 2028, and demand still significantly outstrips supply. We're going to keep building to keep up with what customers are asking for.