# Text prompts Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/text-prompts
> Markdown URL: https://aitinkerers.org/technologies/text-prompts.md
> Technology record last updated: 2026-05-18T12:19:54Z
> Generated: 2026-10-25T05:04:03Z

Text prompts are the linguistic steering wheels for Large Language Models (LLMs) like GPT-4 and Claude 3.5.

Text prompts function as the primary interface for generative AI, converting natural language instructions into specific machine outputs. By utilizing techniques like Few-Shot Prompting or Chain-of-Thought (CoT) reasoning, users can reduce model hallucination rates by up to 30% and improve logic performance. This technology bridges the gap between human intent and binary execution, enabling complex tasks ranging from Python debugging to creative copywriting through precise syntax and contextual framing.

- Official technology site: https://learnprompting.com
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Make AI music videos with Decoherence](https://seattle.aitinkerers.org/talks/rsvp_JOBq2yGrETw)

- Event context: AI Tinkerers Seattle - September Meetup — 2023-09-20 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_JOBq2yGrETw

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