The mechanism by which an LLM decides to call an external function — search, code execution, database query — in the middle of a response.
Grok 4.3 is now live on the xAI API. It’s our fastest, most intelligent model to date. It tops the @ArtificialAnlys leaderboards in agentic tool calling and instruction following, and ranks #1 in @ValsAI enterprise d…
If you don't control the server or the tool definitions, there's no fix i can really think of.<br>\- Input/Output examples for each Tool (Amplified w/ Programmatic Tool Calling)<br>The final challenge is that JSON Sch…
The mechanism by which an LLM decides to call an external function — search, code execution, database query — in the middle of a response. The core primitive of agentic systems. Tool-calling quality is where Claude has pulled ahead for agents.
"Tool calling quality is where Claude pulls ahead for agent workloads."
Tool calling is an AI capability where the model can use external tools (search, calculator, code) during a conversation. Tech jargon. Not concerning. Foundation for AI agents. If your kid uses it constantly, ask them where they first heard it, not to police their speech but to understand which online community they are in. Most slang of this kind moves through TikTok and group chats, so seeing it in your child's vocabulary just means they are plugged into normal teen internet culture.
Slang is read by different audiences for very different reasons. The For parents view re-explains the term in plain, non-judgemental language so a caregiver can understand what their child means without needing the surrounding subculture. The For English learners view focuses on register (when it's safe to use), formal alternatives, and common mistakes — what a textbook won't teach you.
Add your own interpretation of "tool calling".
The vocabulary of software engineers, AI researchers, and anyone living in a terminal or on GitHub — from LLM to MCP, CORS to vibe coding, agentic to enshittification.
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The ability of an LLM to call external functions (search, code execution, databases) mid-conversation. The building block of agentic systems.
Anthropic's CLI that turns Claude into an agentic pair-programmer with filesystem, shell, and web access. Central to the rise of agentic coding in 2025.
The craft of writing inputs to LLMs to reliably produce the output you want. Includes role-setting, few-shot examples, chain-of-thought, and careful phrasing.
An AI assistant embedded in a tool you already use — GitHub Copilot in your IDE, Microsoft Copilot in Office. The assistive, non-agentic cousin of modern AI agents.
Tool calling is an AI capability where the model can use external tools (search, calculator, code) during a conversation. Tech jargon. Not concerning. Foundation for AI agents. If your kid uses it constantly, ask them where they first heard it, not to police their speech but to understand which online community they are in. Most slang of this kind moves through TikTok and group chats, so seeing it in your child's vocabulary just means they are plugged into normal teen internet culture.
Tool calling (also "function calling") is an AI-engineering term meaning a language model's ability to invoke external functions or APIs. Use in AI and tech writing. Formal equivalent: "function invocation," "tool use." Common non-native mistake: confusing with general API calls. Tool calling specifically refers to the model itself deciding when and how to invoke external tools. Read or listen to the word in context several times before trying it yourself; the right register is harder to learn than the dictionary meaning.
“Grok 4.3 is now live on the xAI API. It’s our fastest, most intelligent model to date. It tops the @ArtificialAnlys leaderboards in agentic tool calling and instruction following, and ranks #1 in @ValsAI enterprise domains like case law and corporate finance. (1/2)”
“If you don't control the server or the tool definitions, there's no fix i can really think of.<br>\- Input/Output examples for each Tool (Amplified w/ Programmatic Tool Calling)<br>The final challenge is that JSON Schema defines structure but not usage patterns.”
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