How RecursiveMAS speeds up multi-agent inference by 2.4x and reduces token usage by 75%

UIUC and Stanford's RecursiveMAS lets AI agents collaborate in embedding space instead of text, cutting token usage by 75% ...
Medical Device and Diagnostic Industry (MD+DI)

How Large Language Models Are Reshaping Health Prediction & Clinical Decision Making

Pro, Llama 2, and medical-domain-tuned variants like Med-PaLM 2 have demonstrated remarkable capabilities in answering ...
InfoQ

What I Learned Building Multi-Agent Systems From Scratch

Paulo Arruda discusses Shopify’s evolution in AI adoption, moving from simple chat tools to a sophisticated swarm of ...
Biometric Update

KYC in the age of LLMs: Why agent-based ID scanning can ruin your business

The use of agentic orchestration in security-critical workflows without multi-layered defense architecture can lead to ...
Communications of the ACM

Where AI in Analytics Is Heading

AI agents have made single analytical steps much faster. Investigations have not changed much. An investigation is different ...
VentureBeat

Research shows ‘more agents’ isn’t a reliable path to better enterprise AI systems

Researchers at Google and MIT have conducted a comprehensive analysis of agentic systems and the dynamics between the number of agents, coordination structure, model capability, and task properties.
Linux Journal

Self-Tuning Linux Kernels: How LLM-Driven Agents Are Reinventing Scheduler Policies

Modern computing systems rely heavily on operating-system schedulers to allocate CPU time fairly and efficiently. Yet many of these schedulers operate blindly with respect to the meaning of workloads: ...
Semiconductor Engineering

LLM-Based Chiplet Design Generation Framework (Univ. of Minnesota)

A new technical paper titled “MAHL: Multi-Agent LLM-Guided Hierarchical Chiplet Design with Adaptive Debugging” was published by researchers at the University of Minnesota – Twin Cities. “As program ...
InfoQ

How Observability Can Improve the UX of LLM Based Systems: Insights of Honeycomb's CEO at KubeCon EU

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