About
News & Current Events
Monica Hernandez Joins 2025 Global Recognition Awards Judging Panel for Technology Excellence
TLDR: Monica Hernandez has been selected as a judge for the 2025 Global Recognition Awards in the Technology category. Her appointment acknowledges her two...
Research & Development
Synthetic Data Powers Scalable Meta-Learning for Interpretable Decision Trees
TLDR: Researchers from Capital One have developed a scalable method for generating synthetic pre-training data to enable meta-learning of near-optimal, interpretable decision trees. Their...
Research & Development
Adaptive Split Computing: Enabling Large Language Models on Edge Devices
TLDR: This research introduces an autoregressive-aware split computing framework for deploying Large Language Models (LLMs) on memory- and latency-constrained edge devices. It features One-Point...
Research & Development
AI-Powered Drone Swarms Enhance Disaster Response Efficiency
TLDR: A new framework, LLM-CRF, utilizes Large Language Models (LLMs) to significantly improve human-drone swarm collaboration in disaster search and rescue. By translating high-level...
Research & Development
Beyond Single Guesses: Characterizing List-Based Language Identification
TLDR: This research paper re-examines the classic problem of language identification in the limit, where a learner tries to identify a target language from...
Research & Development
Collaborative AI Agents Boost Text-to-SQL Performance in Open-Source Models
TLDR: This research paper introduces BAPPA, a benchmark for evaluating multi-agent LLM pipelines for Text-to-SQL generation. It explores three novel pipelines—Multi-Agent Discussion, Planner-Coder, and...