Government technology projects have a 13% success rate due to systemic governance issues including outdated procurement processes, restrictive policies, and perverse incentive structures. Breaking this cycle requires …
This research introduces Natural-Language Agent Harnesses (NLAHs) and Intelligent Harness Runtime (IHR), enabling agent control logic to be expressed in editable natural language and executed under shared runtime …
Research reveals that while 92% of companies plan to increase AI investments, only 1% have reached AI maturity. The biggest barrier isn’t employee readiness—who are already using AI extensively—but leadership …
This paper introduces Agentic Variation Operators (AVO), which replace traditional evolutionary search operators with autonomous AI agents that can iteratively optimize code through self-directed exploration, achieving …
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%. …
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 …
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 …
AutoResearch-RL presents a framework where reinforcement learning agents autonomously conduct neural architecture and hyperparameter research without human supervision, using PPO to optimize code modifications based on …
Anthropic announces that Claude Opus 4.6 and Sonnet 4.6 now support 1 million token context windows at standard pricing with no long-context premium, expanding media limits to 600 images or PDF pages.
