AI 2025 trends

Auto Added by WPeMatico

Artist sues AI meme generator for selling deeply personal comic as ad template

Artist Elmer Saflor, who goes by the online handle “Superelmer,” loves that millions of people have shared his “Running Away Balloon” comic since it became a popular meme in 2017. However, just because lots of people have copied it, that doesn’t mean it’s OK for an AI meme generator to commercialize his copyrighted meme as

Artist sues AI meme generator for selling deeply personal comic as ad template Read More »

How to Combine MCP and A2A in One Enterprise Agent Architecture

TL;DR MCP and A2A solve different integration problems. MCP standardizes how an agent discovers and invokes tools, APIs, resources, and data services. A2A standardizes how independent agents discover one another, exchange messages, delegate work, manage long-running tasks, and return artifacts. A durable enterprise design does not choose one protocol and force it to do both

How to Combine MCP and A2A in One Enterprise Agent Architecture Read More »

How to Optimize NVIDIA Triton Inference Server for Throughput and Latency

TL;DR NVIDIA Triton Inference Server performance tuning is not a matter of enabling dynamic batching and increasing model instances until GPU utilization rises. The correct process is to define a latency objective, establish a repeatable baseline, test realistic concurrency and arrival patterns, inspect queue and compute time separately, and then promote only configurations that improve

How to Optimize NVIDIA Triton Inference Server for Throughput and Latency Read More »

How to Add NVIDIA NeMo Guardrails to a Production LLM Endpoint

TL;DR NVIDIA NeMo Guardrails should sit in the controlled request path between the application and the production LLM endpoint, not beside it as an optional validation service. The application sends requests through an authenticated gateway to the guardrails service. Input rails inspect the request, retrieval rails inspect RAG context, execution rails constrain tool use, the

How to Add NVIDIA NeMo Guardrails to a Production LLM Endpoint Read More »