Insights
articles&
fieldnotes
Perspectives from the stigmerge team on building intelligence that reasons, deploys, and scales.
11 Sept 2026
AI-driven fraud detection: adaptive AI models catching evolving fraud patterns in real time, with a Mapleroot section.
Read article
11 Sept 2026
Tokenization of data and AI models: representing datasets and model access as digital tokens for provenance and ownership, with a Mapleroot section.
Read article
11 Sept 2026
AI-powered smart contract security: using AI to catch vulnerabilities before and after deployment, with a Mapleroot section.
Read article
11 Sept 2026
AI copyright disputes: who owns training data and AI-generated content, with a Mapleroot section.
Read article
9 Sept 2026
AI-native creative suites: all-in-one platforms for AI video, image, and audio generation, with a Mapleroot section.
Read article
9 Sept 2026
Coding agents: AI that automates repetitive coding tasks, with a Mapleroot section.
Read article
9 Sept 2026
Persistent memory: AI agents that remember context across sessions instead of starting fresh, with a Maple root section.
Read article
9 Sept 2026
Multimodal AI: AI that reads images, audio, and documents directly, not just text, with a Maple root section.
Read article
9 Sept 2026
Agentic AI: AI that no longer just answers questions, but can plan and complete multi-step tasks on its own, with a section relating this trend to Mapleroot.
Read article
12 Jul 2026
Koaura: The All-in-One Influencer Marketing Platform
Read article
10 Jul 2026
AI Automation Agency in 2026: How STIGMERGE AI Automates Your Business Workflows
Read article