Reactive Machines

PORTool: Value-Aware Policy Development with Multi-Tool-Integrated Reasoning Reward Tree

PORTool: Value-Aware Policy Development with Multi-Tool-Integrated Reasoning Reward Tree

[ad_1] Multi-tool integrated reasoning enables LLM-enabled tool-based agents to solve complex tasks by combining natural language reasoning with calls to…
AWS Transform now automates BI migration to Amazon Quick in days

AWS Transform now automates BI migration to Amazon Quick in days

[ad_1] Migrating to Amazon Quick doesn’t have to mean starting from scratch. Your dashboards encode hard-won domain knowledge: calculated fields…
The Reinforced Agent: Hypothetical Time Response of Instrumental Agents

The Reinforced Agent: Hypothetical Time Response of Instrumental Agents

[ad_1] This paper was accepted at the Fifth Workshop on Natural Language Generation, Evaluation, and Metrics at ACL 2026. Agents…
Reinforcement fine-tuning with LLM-as-a-judge | Artificial Intelligence

Reinforcement fine-tuning with LLM-as-a-judge | Artificial Intelligence

[ad_1] Large language models (LLMs) now drive the most advanced conversational agents, creative tools, and decision-support systems. However, their raw…
AWS Generative AI Model Agility Solution: A comprehensive guide to migrating LLMs for generative AI production

AWS Generative AI Model Agility Solution: A comprehensive guide to migrating LLMs for generative AI production

[ad_1] Maintaining model agility is crucial for organizations to adapt to technological advancements and optimize their artificial intelligence (AI) solutions.…
Bootstrapping Sign Language Annotations with Sign Language Models

Bootstrapping Sign Language Annotations with Sign Language Models

[ad_1] AI-powered sign language interpretation is limited by the lack of high-quality annotation data. New datasets including the ASL STEM…
Extracting contract insights with PwC’s AI-driven annotation on AWS

Extracting contract insights with PwC’s AI-driven annotation on AWS

[ad_1] This post was co-written with Yash Munsadwala, Adam Hood, Justin Guse, and Hector Hernandez from PwC. Contract analysis often…
Organizing Agents’ memory at scale: Namespace design patterns in AgentCore Memory

Organizing Agents’ memory at scale: Namespace design patterns in AgentCore Memory

[ad_1] When building AI agents, developers struggle with organizing memory across sessions, which leads to irrelevant context retrieval and security…
Compression of LSTM models for Retail Edge deployments

Compression of LSTM models for Retail Edge deployments

[ad_1] There can be practical issues when it comes to deploying AI models in retail environments. Retail environments can include…
Building AI-ready data: Vanguard’s Virtual Analyst journey

Building AI-ready data: Vanguard’s Virtual Analyst journey

[ad_1] Vanguard is a global investment management firm, offering a broad selection of investments, advice, retirement services, and insights to…
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