16+ hour, 32+ min ago  (1107+ words) Essential cookies are necessary to provide our site and services and cannot be deactivated. They are usually set in response to your actions on the site, such as setting your privacy preferences, signing in, or filling in forms. Performance cookies…...

3+ week, 2+ day ago  (679+ words) The expected interaction pattern is an action-screenshot-reaction loop. The agent takes an action (click, type, shortcut), captures a screenshot to observe the current state of the screen, and then decides the next action based on what it sees. This loop…...

1+ mon, 1+ day ago  (1721+ words) Consider a typical Monday morning: you're manually copying data from several different systems to create a weekly report, then formatting it for different stakeholders. This single task can consume several hours that could be spent on more strategic work. Multiply…...

1+ mon, 2+ week ago  (329+ words) Amazon Sage Maker Jump Start provides pretrained models for a wide range of problem types to help you get started with AI workloads. Sage Maker Jump Start offers access to solutions for top use cases that can be deployed to…...

1+ mon, 2+ week ago  (778+ words) For RFT in Amazon Bedrock, you can implement both rule-based and model-based approaches as a custom AWS Lambda function, which is the reward function that Amazon Bedrock calls during the training loop. A comparison of these two approaches is depicted…...

1+ mon, 2+ week ago  (374+ words) The following table summarizes the key differences: When a session expires or the server is restarted, subsequent requests with the early session ID return a 404. At that point, clients must re-initialize the connection to obtain a new session ID and…...

1+ mon, 3+ week ago  (752+ words) This post walks through building an automated podcast generator that creates engaging conversations between two AI hosts on any topic, demonstrating the streaming capabilities of Nova Sonic, stage-aware content filtering, and real-time audio generation. Amazon Nova 2 Sonic processes speech input…...

1+ mon, 3+ week ago  (370+ words) This post is co-written with Arad Ben Haim and Hannah Danan Moise from Windward. To optimize the analytical workflow, Windward sought to enhance the correlation of external context through three key strategic improvements: Unified Workflow: Minimizing the need to consult…...

1+ mon, 3+ week ago  (893+ words) Essential cookies are necessary to provide our site and services and cannot be deactivated. They are usually set in response to your actions on the site, such as setting your privacy preferences, signing in, or filling in forms. Performance cookies…...

1+ mon, 4+ week ago  (210+ words) Dev Ops used to be predictable: same input, same output, binary success, static dependencies, concrete metrics. You could control what you could predict, measure what was concrete, and secure what followed known patterns. Then agentic AI arrived, and everything changed....