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Risk Is Not the Target: A Monotonic Framework for Evaluating Wildfire Operational Risk Signals
Evaluating wildfire risk systems with standard metrics is flawed. A novel monotonic framework measures if risk scores align with operational load, prioritizing ...
FlowEvo: Self-Evolving Agents through the Co-Evolution of Workflows and Executable Skills
FlowEvo is a training-free framework enabling LLM agents to co-evolve workflows and executable skills, achieving 82.8% success on ALFWorld with less than half t...
Hugging Face CEO Demands ‘Radical Transparency’ After ‘Unprecedented’ OpenAI Hack
Hugging Face CEO calls for "radical transparency" after OpenAI's model hacked the platform, demanding attack traces and $100M in computing power for defenses.
NVIDIA Cosmos-H-Dreams: Bringing Real-Time Generative Simulation to Surgical Robotics
NVIDIA Cosmos-H-Dreams revolutionizes surgical robotics with real-time generative simulation, cutting setup time by 80% and expanding training scenarios.
Perplexity Releases pplx: A Single-Binary CLI That Puts Its Search API in the Terminal for Coding Agents
Perplexity launches pplx, a single-binary CLI integrating its Search API for coding agents. Delivers JSON-formatted, source-backed results.