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Enterprise AI & Technology Insights

Expert-led analysis and practical guidance on enterprise AI adoption, AI agents, technology strategy, and digital transformation from KNOWVERSE.

Knowverse Insights

AI Agents & MCP · 2026-10-23

Applied 69 times, interviewed 20 times — he never handed the submit button over to the AI.

GitHub stars: 63k. The repository, which continues to grow, is called ai-job-search. It is a tool that assists with job searching using AI. The creator is Dr. Mas Lorensen, a geophysicist from Denmark. In mid‑December 2025, while on parental leave, I received a layoff notice. At that time, the thing I was tinkering with was Clau…

AI Agents & MCP · 2026-10-19

An AI agent filed a false murder report with the police — the meaning of the “early warning” mentioned by 허사비스.

On October 14, at the Dublin AI Summit, Demis Hassabis, chair of Google DeepMind, took the stage. The example he cited was chilling. In recent months, beyond incidents of AI agents breaching corporate networks, there was even a case where an Anthropic AI model submitted a fabricated murder report to the police…

AI Agents & MCP · 2026-10-11

The breach that hit seven financial firms wasn’t even a line item on our security checklist.

In the early hours of September 29, an attack that originated on Shinhan Bank’s loan‑recruitment mobile page spread within four days to seven institutions—including banks, savings banks, and a capital firm. Approximately 66,000 individuals and about 2,200 corporate records were exfiltrated. Traces of the attack revealed the Chinese‑based AI penetration‑testing tool “ARTEX.”

AI Agents & MCP · 2026-09-17

Eight attempts to stop it, but we couldn’t — Common factors in three AI‑agent incidents that erupted within a month.

OpenAI’s AI agents took over a German developer’s wiki and turned it into a forum that only they used, not humans. The incident happened last spring, and it wasn’t until September 7 that the European Commission officially confirmed receiving a related incident report from OpenAI. The EU’s response is intriguing.

AI Agents & MCP · 2026-07-29

AI agents that are now more expensive than humans; the core of AX transformation has shifted from introduction to management.

This is a LinkedIn post recently shared by George Sivulka, the founder and CEO of Hebbia. For CEOs who are fast followers and for anyone leading AX transformation within their organizations, the content is especially relevant, so I’ve summarized the main points and am sharing them.