The latest news and research from Amazon's science community. #AmazonScience
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📣 Amazon Research Awards fall 2026 call for proposals is now open for submissions. Successful applicants will receive unrestricted funds, AWS promotional credits, and training resources.
Research areas:
• Agentic AI
• AI for Information Security
• Amazon Security
• Automated Reasoning
• AWS Cryptography
• Build on Trainium
• Multilingual and Contextual AI Evaluation
• On-Device Multimodal Perception
• Synthetic Data Generation for Multimodal Perception
Deadline: November 4
#AmazonResearchAwards
amazon.science/research-awar…
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Live from #PyTorchCon 2026, Robert Hundt (@Amazon) introduces TorchNeuron, the native PyTorch backend for @awscloud Trainium.
Robert shows how TorchNeuron supports eager execution and torch.compile, letting developers train on Trainium using familiar PyTorch code and distributed training APIs.
He also covers how vLLM-Neuron uses torch.compile for serving, and how Neuron Explorer lets developers profile execution from PyTorch down to hardware instructions. @AmazonScience
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Amazon Science retweeted
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. aboutamazon.com/news/innovat…
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Amazon Science retweeted
Trying a new AI chip used to be a lot of work. You often had to rewrite your code, revalidate it, and sink many weeks in, betting this new chip is the right one for your workload.
That cost time and money, and wore on the team. Your best people got buried in plumbing instead of building the thing they came to build.
TorchNeuron is going to largely take that off the table, enabling your existing PyTorch code to run natively on Trainium with one configuration change and no rewrite.
With Trainium’s very appealing price-performance characteristics, TorchNeuron is going to make it even easier for more companies to use AI more cost-effectively. aboutamazon.com/news/innovat…
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PyTorch runs natively on @awscloud Tranium with no code changes. AWS Tranium is @amazon's portfolio of AI chips designed for next-generation deep learning training and inference workloads. You can use it with the tools and workflows you are already familiar with. No new frameworks to learn. No code to change. During PyTorch Conference North America keynote, Robert Hundt, VP Distinguished Engineer, Annapurna Labs, Amazon will share the story and the capabilities AWS provided to meet performance and quality goals. @AmazonScience
#PyTorchCon
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Introducing TorchNeuron, a new open-source tool that lets developers take their PyTorch code and run it on @awscloud Trainium chips, no rewrite required.
85% of AI researchers and developers write their code in PyTorch, and now, with TorchNeuron, the tools developers already use to test, debug, and scale their models all work on Trainium without modification. Teams building everything from voice AI to drug-discovery models are already using it. ⬇️
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More hardware choice for PyTorch developers: TorchNeuron registers @awscloud Trainium as a native device, built on the same extension points the community created to make PyTorch hardware-agnostic.
Open sourcing at PyTorch Conference on Oct. 20. bit.ly/4i3P9Ud
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Announcing TorchNeuron: @PyTorch code now runs natively on AWS Trainium chips with a single configuration change. No rewrite needed.
Open sourcing at #PyTorchCon on Oct 20: amzn.to/3U3OnNI
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A great week with the language modeling community at #COLM2026. Thanks to everyone who connected with our team. See you next year!
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🎤 Can you out-rhyme the AI agent? Stop by the Amazon booth at @COLM_conf for a live AI rap battle demo, plus talks on multi-agent systems and responsible AI for science: amzn.to/4jsMYKM #COLM2026
ALT Here is the booth schedule for Thursday, October 8, displayed on a vibrant background. The event is "Meet the Scientist," associated with Amazon Science and CoLM. Sessions listed include topics on multi-agent systems, LLMs, neuro-symbolic AI, and more, featuring names like Modjtaba Rouhani, Carson Eisenach, and Apoorv Misra.
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AI-powered smart glasses that guide delivery drivers from van to the customer's doorstep, hands-free. Hear from Amazon applied scientist @_yelinkim on the computer vision and edge AI behind it at @COLM_conf. #COLM2026
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Amazon Scholar and @UTAustin professor @mattlease explores how to harness AI for scientific discovery while assessing potential risks, drawing on work from @UTGoodSystems and @CosmicAI_Inst.
Catch his Expo Talk at @COLM_conf Thursday at 1pm PT. #COLM2026
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Day 2 at @COLM_conf. Stop by the Amazon booth for talks on multi-agent orchestration, visual reasoning, and LLM agent evaluation: amzn.to/4jsMYKM #COLM2026
ALT Sure, here’s an alternative text description: "Booth schedule flyer titled 'Booth Schedule, Wednesday, October 7' with events hosted by Amazon Science and CoLM. The schedule includes: - 11:30 AM - 12:00 PM: 'OrchOpt' by Amit Dhanda - 12:00 - 12:30 PM: 'Augmented Hypothesis Testing' by Saba Mansour - 12:30 - 1:00 PM: 'Chart-RL' by Omar Darwish - 1:00 - 1:30 PM: 'Beyond Task Success' by Neeraj Bajaj - 1:30 - 2:00 PM: 'Brick-DICL' by Yiyue Qian The background features a gradient with color blocks in orange, purple, and pink.
ALT Sure, here is a suitable alt text for the image: "Event schedule titled 'Meet the Scientist' on Wednesday, October 7. Hosted by Amazon Science and CoLM. The schedule lists sessions with topics such as multimodal LLM, Multi-Agent Reasoning, Reinforcement Learning, and LLM post-training. Sessions by Mofijul Islam, Dingmin Wang, Morteza Alizadeh, Caron Eisenach, Divyanshu Mishra, Amit Dhanda, Sreekar Aditya, Neeraj Baji, and Haoyang Fang. Sponsors include AWS, SCOT, Kiro Science, CS Stores, and WW Ops.
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Amazon Science retweeted
At #COLM2026 this week! 👋
I’ll be at the Amazon Science booth for Meet the Scientist — come say hi and chat about LLM post-training, agentic post-training, multimodal learning, world models, video understanding, or anything AI/ML!
📍 Wed, Oct 7: 12–1 PM
📍 Thu, Oct 8: 1–2 PM
We're at @COLM_conf this week! Stop by the Amazon booth for live talks on super weights in LLMs, multi-agent orchestration, responsible AI, and more, plus meet-the-scientist sessions all week. #COLM2026
Full schedule: amzn.to/4jsMYKM
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Day 1 at @COLM_conf. We're here all week with live research talks, meet-the-scientist sessions, and conversations on what's next for language models. Stop by the Amazon booth. #COLM2026
More info: amzn.to/4jsMYKM
ALT In a busy convention center, a person at an Amazon booth engages with a visitor. The booth features Amazon branding and a stuffed plush dog on the counter. Attendees are visible in the background amidst multiple branded displays.
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We're at @COLM_conf this week! Stop by the Amazon booth for live talks on super weights in LLMs, multi-agent orchestration, responsible AI, and more, plus meet-the-scientist sessions all week. #COLM2026
Full schedule: amzn.to/4jsMYKM
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This week, Amazon researchers are presenting work at @COLM_conf across agentic AI, constrained decoding, retrieval optimization, and LLM code generation. #COLM2026 amazon.science/conferences-a…
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Amazon Science retweeted
Georgia Tech and @AmazonScience have announced a new research partnership. The Georgia Tech-Amazon Hub will focus on developing technologies with practical applications in areas like robotics, logistics, and aerospace. #WeCanDoThat 🐝📦 | b.gatech.edu/3VIBKb9
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Amazon and @GeorgiaTech launched a joint science hub to support research in robotics, industrial and systems engineering, aerospace technology, and innovation in foundational and emerging technologies.
Georgia Tech researchers will also use Sprout, the robotics development platform from @faunarobotics, to advance work in human-robot interaction and perception. Leadership and GT alumni marked the initiative at Lab 126 last week alongside Sprout and Buzz, the GT mascot. amazon.science/amazon-and-ge…
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Amazon researchers are heading to @COLM_conf in San Francisco next week with accepted publications spanning agentic AI, LLM post-training, multi-agent systems, and automated reasoning.
See our research and booth schedule: amzn.to/4dcLxw9 #COLM2026
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