#automation

Automation

188 stories tagged Automation · page 3 of 8

Generative Ontology Induction (GOI): New AI Framework Automates Knowledge Organization Across Any Topic
research

Generative Ontology Induction (GOI): New AI Framework Automates Knowledge Organization Across Any Topic

Researchers introduced Generative Ontology Induction (GOI), a domain-agnostic framework that automatically creates structured knowledge systems from text corpora. GOI identifies entities, dimensions, properties, relationships, and constraints, then exports them as a typed graph in YAML/JSON — making AI systems more adaptable to new topics without manual programming.

via ArXiv cs.AI#AI#Knowledge#Research
Neuro-Symbolic AI Automates LEED Green Building Certification Checks
research

Neuro-Symbolic AI Automates LEED Green Building Certification Checks

Researchers introduced a neuro-symbolic AI pipeline that automates parts of LEED v4.1 BD+C certification by combining small language models with deterministic symbolic checking. The system screens project PDFs, retrieves evidence using credit-specific keyword signatures, and verifies compliance, potentially making sustainable building certification faster and more accessible.

Enterprise AI Faces a Reality-Alignment Problem: Half of Companies Ship Agents That Pass Tests but Fail Customers
industry

Enterprise AI Faces a Reality-Alignment Problem: Half of Companies Ship Agents That Pass Tests but Fail Customers

A study of 157 enterprises reveals that half have shipped AI agents that passed internal evaluations but failed in production. Only 5% fully trust automated evaluations, yet two-thirds are moving toward fully automated deployments without human oversight. The core issue is not test coverage but a reality-alignment gap between evaluations and real-world outcomes.

via VentureBeat AI#AI#Enterprise#Evaluation
Claude can now use your 1Password credentials for you
industry

Claude can now use your 1Password credentials for you

1Password has launched a browser integration for Claude that allows the Anthropic chatbot to access stored security credentials like usernames and passwords. Users can authorize Claude to complete multi-step tasks like booking travel and managing online accounts on their behalf without manually inputting login details.