JPMorgan Chase implemented an AI platform called COiN (Contract Intelligence) using NLP and machine learning to automate legal document analysis, saving over 360,000 hours annually and reducing compliance errors by 80%. …
Comprehensive research by the UK Department for Science, Innovation & Technology reveals that only 16% of UK businesses currently use AI, with natural language processing being the most common application. The study …
Anthropic shares the engineering challenges and lessons learned from building Claude’s Research feature, a multi-agent system that uses multiple AI agents working in parallel to explore complex topics more …
This research proposes using distributed systems theory as a principled framework for designing and evaluating LLM teams, demonstrating that coordination challenges like consistency conflicts, communication overhead, and …
A comprehensive guide to using Gemini 2.5 Flash Image (Nano Banana) for generating consistent imagery from archive photos, demonstrating how to build a prompt-based pipeline that preserves character features across …
DRAGON-AI is a novel method that employs Large Language Models and Retrieval Augmented Generation to automatically generate ontology components including relationships, definitions, and logical axioms. The system …
This comprehensive review examines the bidirectional relationship between AI techniques and ontologies, exploring how machine learning contributes to automated ontology construction while ontologies enhance AI system …
A comprehensive exploration of how private data can be extracted from AI systems through various attack vectors including fine-tuned models, RAG systems, and vector embeddings. Demonstrates practical attacks against LLMs …
While frontier teams like StrongDM operate fully autonomous ‘dark factories’ where AI writes and ships code without human intervention, most developers using AI tools are actually getting 19% slower. This …
GenCAD introduces a novel AI framework that uses transformer-based contrastive learning and diffusion models to generate parametric CAD command sequences from image inputs, enabling the creation of editable 3D shapes for …
