Reactive Machines

Architecture and Orchestration of Memory Systems in AI Agents

Architecture and Orchestration of Memory Systems in AI Agents

[ad_1] The evolution of artificial intelligence from stateless models to autonomous, goal-driven agents depends heavily on advanced memory architectures. While…
5 Types of Loss Functions in Machine Learning

5 Types of Loss Functions in Machine Learning

[ad_1] A loss function is what guides a model during training, translating predictions into a signal it can improve on.…
Simulate realistic users to evaluate multi-turn AI agents in Strands Evals

Simulate realistic users to evaluate multi-turn AI agents in Strands Evals

[ad_1] Evaluating single-turn agent interactions follows a pattern that most teams understand well. You provide an input, collect the output,…
Group-Specific Correlative Policy Development for Heterogeneous Preference Alignment

Group-Specific Correlative Policy Development for Heterogeneous Preference Alignment

[ad_1] Despite their complex general purpose capabilities, Large Language Models (LLMs) often fail to align with diverse preferences because standard…
Automating competitive price intelligence with Amazon Nova Act

Automating competitive price intelligence with Amazon Nova Act

[ad_1] Monitoring competitor prices is essential for ecommerce teams to maintain a market edge. However, many teams remain trapped in…
Build reliable AI agents with Amazon Bedrock AgentCore Evaluations

Build reliable AI agents with Amazon Bedrock AgentCore Evaluations

[ad_1] Your AI agent worked in the demo, impressed stakeholders, handled test scenarios, and seemed ready for production. Then you…
Build a FinOps agent using Amazon Bedrock AgentCore

Build a FinOps agent using Amazon Bedrock AgentCore

[ad_1] Managing costs across multiple AWS accounts often requires finance teams to query data from several sources to get a…
Building an AI powered system for compliance evidence collection

Building an AI powered system for compliance evidence collection

[ad_1] Compliance audits require comprehensive evidence trails, often involving hundreds of screenshots across multiple systems. Your compliance teams likely spend…
AWS introduces border agents to assess cloud security and performance

AWS introduces border agents to assess cloud security and performance

[ad_1] I'm excited to announce that AWS on-demand penetration testing and the AWS DevOps Agent are now generally available, representing…
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