Agentic AI is being operationalized in accounting, engineering, education, and developer workflows. Pilots and products for vertical assistants are appearing, though clinical and specialized domains still show gaps.
Dutch startup Neno has raised €6.6 million to expand AI-native financial services in Europe. Led by AlleyCorp, the round backs a real-time agentic general ledger that automates reconciliation and VAT. Beyond the funding, the story signals a shift in ...
At Cheshire Academy, teachers and students experiment with ChatGPT, Perplexity and MagicSchool under traffic-light rules: green for unrestricted use, red for a ban. The school trains staff on LLM limits and tests a Student AI Council on healthy AI us...
LLM-based therapy apps and general chatbots understand 76-82% of adolescent vocabulary but correctly calibrate only 64-72% of clinical risk. The 10-14 point gap, absent in human therapists, widens with ambiguity. Six failure patterns compound, lightw...
PrimeAgentOrchestrator prepares new Claude Code instances with memories retrieved from two separate backends: a PostgreSQL entity-observation database and a Cloudflare Worker semantic search index. Documented from December 2025 to March 2026, the pro...
DeepSeek has updated its harness to version 0.1.1, adding the multimodal model DeepSeek-V4-Flash-Vision-Exp and support for native image requests. Commands like /goal and /plan accept text and images; MCP/ACP keep persistent attachments. For self-hos...
ATHENA, the Society of Petroleum Engineers' virtual assistant, improved productivity and performance uniformity for 75 professionals on well-planning tasks compared with a state-of-the-art RAG baseline. The enhanced version adds multi-document retrie...
