Business Insider publishes AI vocabulary survival guide

Business Insider published "A survival guide to the words behind the AI boom" on May 25, 2026, a subscriber-only glossary that lists core AI terms in alphabetical order and short definitions, per the article. The glossary cites the release of ChatGPT in 2022 as a catalyst for broad public familiarity with AI vocabulary. The entry for agentic describes systems that can make proactive, autonomous decisions with limited human input and names examples such as OpenClaw. The glossary defines AGI as "artificial general intelligence," frames alignment as the field of safety research focused on matching AI goals to human values, and defines bias as models adopting fallible human prejudices present in training data.

The glossary captures several technical distinctions practitioners use when evaluating systems: autonomy (agentic behavior), capability ceilings (AGI debates), and safety disciplines (alignment). Industry practitioners use these terms to summarize tradeoffs between model capability, controllability, and data provenance when designing evaluation criteria and deployment guardrails. For example, discussions labeled "alignment" often imply work across reward specification, adversarial testing, and interpretability research, even when individual teams use different tooling.

Rapid vocabulary turnover complicates communication between engineers, product teams, regulators, and the public. Observed patterns in similar technology waves show that shared glossaries reduce misunderstanding in procurement and policy debates but lag behind fast-moving research developments. The article's alphabetized format mirrors other industry attempts to create a stable reference point amid shifting terminology.

Track which definitions gain traction in regulatory texts, industry standards, and research citations; monitor vendor documentation for converging definitions of autonomy and safety; and watch whether terms such as agentic and alignment are operationalized into measurable requirements in contracts or audits.