in production, Hallucinations do not appear as errors: They appear as responses that people initially rely on. However, this initial trust can be costly. What we are seeing in actual …
systems
-
-
Machine Learning
Agent-to-Agent Collaboration: Using Amazon Nova 2 Lite and Amazon Nova Act for Multi-Agent Systems
My first attempt at building a travel planning agent looked exactly like the initial prototype: a large model, a few tools, and a long system prompt. This worked well until …
-
OpenAI’s engineering secret? silicon Valley OpenAI’s journey is strongly linked with the development of Silicon Valley as the technological nerve center of the world. Here, infrastructure innovators, deep research labs, …
-
That reality has created bottlenecks and maintenance burdens, and its impact on performance is visible. Today, less than half of CIOs (48%) say their current digital initiatives are meeting or …
-
Generative AI
How to build efficient agentic reasoning systems by dynamically intersecting multiple thought chain paths without losing accuracy
In this tutorial, we implement an agentic chain-of-thought pruning framework that generates multiple logic paths in parallel and dynamically prunes them using consensus signals and early stopping. We focus on …
-
3. Permissions by design: tie tools to tasks, not models A common anti-pattern is to give the model long-lasting credibility and hopefully keep it humble. SAIF and NIST argue the …
-
AI News
How to Design Self-Reflexive Dual-Agent Governance Systems with Constituent AI for Secure and Compliant Financial Operations
In this tutorial, we implement a dual-agent governance system that applies constitutional AI principles to financial operations. We demonstrate how we separate execution and inspection by combining a worker agent …
-
-
-
Future Tech
AI systems could use Met Office and National Archives data under UK plans AI (Artificial Intelligence)
Met Office data and legal documents from the National Archives could be used by artificial intelligence systems as the UK government pushes ahead with plans to employ nationally owned content …