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How Miro uses Amazon Bedrock to boost software bug routing accuracy and improve time-to-resolution from days to hours
In this post, we dive deep into the architecture and techniques we used to improve Miro’s bug routing, achieving six times fewer team reassignments and five times shorter time-to-resolution powered by Amazon Bedrock.
Automated camera solution can improve excavator tracking
Despite significant advances in vision-based equipment tracking, frequent occlusions caused by multiple interacting machines continue to degrade tracking accuracy on construction sites. While previous studies have explored multi-camera approaches, they often assume that at least one camera maintains a clear view at all times. In practice, however, such conditions are rarely guaranteed. Even with multiple CCTV systems installed, simultaneous occlusions across cameras frequently occur, making it difficult to identify which camera provides the most reliable view at any given moment.
Which pothole to fix? AI team helps company develop city system
Artificial intelligence (AI) experts from The University of Texas at Dallas have partnered with a Japanese company through its Irving, Texas-based subsidiary to help local governments prioritize road repairs. The system builds on NEXCO-Central's existing technology, which combines artificial intelligence and video footage gathered from mobile cameras to assess road conditions and provide a network-wide view of pavement conditions.
Is AI video just a prequel? Runway’s CEO thinks world models are next
AI-generated video has gone from novelty to creative tool almost overnight, and Runway has a front row seat to the shift. The New York-based company has raised close to $860 million at a $5.3 billion valuation, and its models are going toe-to-toe with the most well-funded labs in the world, including Google and OpenAI. The technology goes way beyond […]
More Gemini features are coming to Google TV
Google TV just got more Gemini features, including the ability to transform photos and videos with tools Nano Banana and Veo.
[AINews] not much happened today
a quiet day.
Applying multimodal biological foundation models across therapeutics and patient care
In this post, we'll explore how multimodal BioFMs work, showcase real-world applications in drug discovery and clinical development, and contextualize how AWS enables organizations to build and deploy multimodal BioFMs.
3 creative tips from our Flow Sessions artists
Flow Sessions image
[AINews] Tasteful Tokenmaxxing
a quiet day lets us reflect on the top conversation that AI leaders are having everywhere.
AI model predicts human attention in 360-degree videos using both sound and vision
Virtual reality (VR) experiences and 360-degree videos are transforming viewers from passive observers into active participants immersed within a scene. Yet this shift raises an important question: Where do people direct their attention in such environments, and what shapes that attention?
Xiaomi: MiMo-V2.5 (xiaomi/mimo-v2.5)
MiMo-V2.5 is a native omnimodal model by Xiaomi. It delivers Pro-level agentic performance at roughly half the inference cost, while surpassing MiMo-V2-Omni in multimodal perception across image and video understanding...
Supercharged scams
When ChatGPT was released to the public in late 2022, it opened people’s eyes to how easily generative AI could churn out vast amounts of human-seeming text from simple prompts. This quickly caught the attention of criminals, who soon began using large language models to produce malicious emails—both the untargeted spam kind and more sophisticated,…
Weaponized deepfakes
For years, experts have warned that deepfakes—AI-generated videos, images, or audio recordings of people doing or saying things they haven’t actually done in real life—could be deployed in malicious ways. These dangers are now here. Improvements in deepfake technology, and the widespread availability of easy-to-use and cheap (or free) generative models, have made it easier…
World models
AI systems have already gained impressive mastery over the digital world, but the physical world is still humanity’s domain. As it turns out, building an AI system that can compose a novel or code an app is far easier than developing one that can fold laundry or navigate a city street. To get there, many…
LLMs+
When ChatGPT launched as an experimental prototype in late 2022, OpenAI’s chatbot became an everyday everything app for hundreds of millions of people. LLMs like ChatGPT were the new future: The entire tech industry was consumed by the inferno, with companies racing to spin up rival products. The ashes of the old tech world still…
The New Unicorn Count Reached A 4-Year High In March, Led By Robotics, Frontier Labs And AI Infrastructure
A total of 37 companies joined The Crunchbase Unicorn Board in March, the highest monthly count in close to four years, Crunchbase data shows. The robotics sector led unicorn creation last month, with six new billion-dollar startups.
Optimize video semantic search intent with Amazon Nova Model Distillation on Amazon Bedrock
In this post, we show you how to use Model Distillation, a model customization technique on Amazon Bedrock, to transfer routing intelligence from a large teacher model (Amazon Nova Premier) into a much smaller student model (Amazon Nova Micro). This approach cuts inference cost by over 95% and reduces latency by 50% while maintaining the nuanced routing quality that the task demands.
Power video semantic search with Amazon Nova Multimodal Embeddings
In this post, we show you how to build a video semantic search solution on Amazon Bedrock using Nova Multimodal Embeddings that intelligently understands user intent and retrieves accurate video results across all signal types simultaneously. We also share a reference implementation you can deploy and explore with your own content.
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