Demystifying evals for AI agents
…An LLM can flag unsupported claims and gaps in coverage but also verify the open-ended synthesis for coherence and completeness. Given the subjective nature of research quality, LLM-based rubrics should…
…An LLM can flag unsupported claims and gaps in coverage but also verify the open-ended synthesis for coherence and completeness. Given the subjective nature of research quality, LLM-based rubrics should…
…Thinking models, reasoning workloads, and trillion-parameter LLMs with massive context windows approaching 1M tokens ○ Graph Analytics: Social network analysis, fraud and anomaly detection, and recommendation systems What’s important is that…
…Learn more In today’s data-driven world, organizations increasingly rely on video to capture critical information, yet extracting meaningful, real-time insights from massive amounts of footage remains a challenge. NVIDIA…
…The first new paper , published in PLoS ONE, specifically focused on the echo chamber effect, using the same combined standard agent-based modeling with large language models (LLMs)—essentially creating little AI…
…We spoke about how, over the last month, AI-driven activity around Linux security and code review has "really jumped" in a way no one in the open source world saw coming…
…web search where you can kinda tell that you are being monetized… we would hate to ever modify anything in the stream of an LLM… maybe if you click on something in…
…Inference engine that executes the model and owns the KV cache manager (SGLang, vLLM, TRT-LLM) Layer 1: The frontend Multi-protocol support Agent harnesses are increasingly adopting v1/responses and v1…
…Learn more Computer-aided engineering (CAE) is shifting from human-driven workflows toward AI-driven ones, including physics foundation models that generalize across geometries and operating conditions. Unlike LLMs, these models depend…
…The pattern is older than LLMs. Developers have been leaving S3 buckets open and trusting the frontend since long before Claude could write JavaScript. What has changed is the volume. We've…
…How AI Reshapes Reality , is all about “how Truth is being bent, blurred, and synthesized” thanks to the “pressure of fast-moving, profit-driven AI.” Yet a New York Times investigation this…