TechCrunch: Publishes AI Glossary for 2026

What happened

TechCrunch has published a glossary of common artificial intelligence terms, including definitions for concepts like "hallucinations." The article aims to provide readers with a comprehensive understanding of AI terminology relevant for the current year.

Why it matters for agencies

As AI continues to integrate into marketing workflows, a shared understanding of its terminology is crucial for agency operations. This glossary can serve as a foundational resource for teams, ensuring clarity when discussing AI capabilities with clients or when evaluating new AI tools. For agencies leveraging AI for content creation, ad optimization, or data analysis, understanding terms like "hallucinations" (AI outputs that are factually incorrect or nonsensical) is vital for quality control and client communication. It can help in setting realistic expectations and in training internal teams on the nuances of AI-generated outputs. This resource can also aid in more informed decision-making when selecting AI platforms or services, potentially impacting tool procurement costs and integration efforts.

What to do about it

Agency leaders should consider bookmarking this glossary and sharing it with their teams. Use it as a reference point during internal training sessions on AI tools and client strategy discussions. Encourage team members to familiarize themselves with the definitions to foster a common language around AI within the agency.

What to watch

The rapid evolution of AI means new terms will emerge. It will be important to see if TechCrunch updates this glossary or if other reputable sources provide similar, up-to-date resources throughout the year. Monitoring how these terms are applied in practice will also be key.

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Source: The only AI glossary you’ll need this year (https://techcrunch.com/2026/07/03/artificial-intelligence-definition-glossary-hallucinations-guide-to-common-ai-terms/)