Source quality and limitations

Primary: European Commission, FTC, Okta, DoorDash, OpenAI background, official LangGraph releases and peer-reviewed Nature-family journals.

Independent confirmation: two major outlets cross-check key regulation, security, corporate and acquisition stories; a technology outlet independently reported the product misuse.

Official claim only: China's intelligent-military statement, rated Medium given its Xinhua origin and lack of a technical milestone.

Preliminary evidence: the clinical papers are peer-reviewed but retrospective and not independently reproduced.

Financial limits: the 20 billion euro private-capital figure is an expectation; the Permiso price is not an official disclosure.

Access limits: OpenAI internal evidence, Google policy incidents and some transaction terms are not public.

Missing categories: no qualifying new story was found in space-AI, agriculture, blockchain, fintech, AR/VR or BCI; that does not prove there was no activity. This is an evidence-based management technology report: the evidence strength and development status are stated clearly for every claim.