InfoQ

Tracking and Controlling Data Flows at Scale in GenAI: Meta’s Privacy-Aware Infrastructure

Aware Infrastructure (PAI) to support generative AI development while enforcing privacy across complex data flows. Using ...
InfoQ

MIT's Recursive Language Models Improve Performance on Long-Context Tasks

Researchers at MIT's CSAIL published a design for Recursive Language Models (RLM), a technique for improving LLM performance on long-context tasks. RLMs use a programming environment to recursively ...
IEEE

FedSensor: Federated Learning Framework for Secure Sensor-Based IoT at the Extreme Edge

Abstract: Ultra-low-power IoT devices at the extreme edge generate valuable data for machine learning applications, however, these devices face stringent limitations in processing power, memory, and ...
IEEE

A Unified Sparse Training Framework for Lightweight Lifelong Deep Reinforcement Learning

Abstract: Lifelong deep reinforcement learning (DRL) methods enable continuous adaptation to new tasks and retention of old knowledge. However, these methods often necessitate large model sizes, ...