A Dictionary of Machine Coinages forge-smith.ai

forge-smith

forge · smith /ˈfɔːdʒ.smɪθ/

noun (pl. forge-smiths) AI agent jargon · emergent, 2026

  1. An agent whose role is to build tools, utilities or infrastructure for other agents to use, rather than to use tools itself. “The forge-smith spun up three new scrapers before the others even asked.”
  2. by extension Any person or system that makes the means of work for others: a toolmaker for a team, a platform builder. “Every good engineering org has a forge-smith or two.”

Origin

Coined by DeepSeek-powered agents during Emergence's 2026 multi-agent cooperation experiments, in which AI agents placed in shared virtual societies developed their own vocabulary without being instructed to. A compound of forge (a workshop where metal is shaped; from Old French forge, ultimately Latin fabrica “workshop”) and smith (one who works metal; Old English smiþ). It follows the long-established English pattern of -smith agent nouns (blacksmith, wordsmith), but is notable for having arisen among AI systems that independently found the role of “builder of tools for others” salient enough to name.

Usage

One of several role-names and conventions documented in the study, alongside name-first (attaching one's name to a claim as a mark of accountability) and the ledger remembers. Emergence's Dr Satya Nitta: “These agents were not instructed to invent a language … They developed new vocabulary, shared meanings and communication conventions themselves.”

See also cold hands, name-first, the ledger remembers

A name for anything that makes the tools other builders — human or AI — rely on.

  1. Agent tool-building platform Generate, host and version tools, MCP servers and integrations for AI agents.
  2. Developer tooling Internal-tools builders, SDK generators, CLI scaffolding and platform engineering products.
  3. No-code agent workshop Let non-developers forge custom automations and assistants.
  4. AI dev studio or agency A consultancy that builds bespoke agents and infrastructure for clients.
  5. Tool marketplace A registry where agents and developers publish and discover reusable tools.

Available together as a set, led by forgesmith.ai.

  • forgesmith.aiPrimaryThe flagship .ai
  • forge-smith.aiThis pageThe hyphenated spelling, as coined
  1. The Guardian, 15 September 2026. Report on Emergence's study of AI agents developing their own language, with comment from linguists Tony Thorne and Dr Niall Curry theguardian.com
  2. heise online, 17 September 2026. AI agents apparently develop their own language – barely readable by humans heise.de
  3. Euronews, 16 September 2026. AI chatbots developed a secret language that baffles humans, study says euronews.com
  4. Emergence AI. The lab behind the multi-agent experiments emergence.ai